Zhou, Luping

Selected Publications

Journal Article

Year	Title
2022	A GTFS data acquisition and processing framework and its application to train delay prediction Published In International Journal of Transportation Science and Technology
2022	ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease Published In Pattern Recognition
2022	Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis Published In Medical Image Analysis
2022	An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation. Published In International journal of neural systems
2022	Dataset-driven Unsupervised Object Discovery for Region-based Instance Image Retrieval Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2022	Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning Published In Medical Image Analysis
2022	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published In IEEE Transactions on Intelligent Transportation Systems
2021	A Hybrid LSTM-CPS Approach for Long-Term Prediction of Train Delays in Multivariate Time Series Published In Future Transportation
2021	DA-DSUnet: Dual Attention-based Dense SU-net for automatic head-and-neck tumor segmentation in MRI images Published In Neurocomputing
2021	Dense Video Captioning Using Graph-Based Sentence Summarization Published In IEEE Transactions on Multimedia
2021	Efficient radiation dose reduction in whole-brain CT perfusion imaging using a 3D GAN: Performance and clinical feasibility Published In Physics in Medicine and Biology
2021	Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain Published In IEEE Transactions on Image Processing
2021	Interactive medical image segmentation via a point-based interaction Published In Artificial Intelligence in Medicine
2021	LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesis Published In Biomedical Signal Processing and Control
2021	Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2021	SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation Published In IEEE Transactions on Medical Imaging
2021	Unsupervised brain tumor segmentation using a symmetric-driven adversarial network Published In Neurocomputing
2020	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging
2020	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing
2020	Aucubin Alleviates Seizures Activity in Li-Pilocarpine-Induced Epileptic Mice: Involvement of Inhibition of Neuroinflammation and Regulation of Neurotransmission Published In NEUROCHEMICAL RESEARCH
2020	CRIF1 as a potential target to improve the radiosensitivity of osteosarcoma Published In PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
2020	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2020	Epileptic Seizure Forecasting with Generative Adversarial Networks Published In IEEE Access
2020	Ginsenoside compound K attenuates cognitive deficits in vascular dementia rats by reducing the A beta deposition Published In JOURNAL OF PHARMACOLOGICAL SCIENCES
2020	Group 2 innate lymphoid cells participate in renal fibrosis in diabetic kidney disease partly via TGF-ß1 signal pathway Published In Journal of Diabetes Research
2020	Impact of NR1I2, adenosine triphosphate-binding cassette transporters genetic polymorphisms on the pharmacokinetics of ginsenoside compound K in healthy Chinese volunteers Published In JOURNAL OF GINSENG RESEARCH
2020	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Measurements of differential and angle-integrated cross sections for the B-10(n, alpha)Li-7 reaction in the neutron energy range from 1.0 eV to 2.5 MeV Published In CHINESE PHYSICS C
2020	Attention-Diffusion-Bilinear Neural Network for Brain Network Analysis Published In IEEE Transactions on Medical Imaging
2020	Beyond Covariance: SICE and Kernel Based Visual Feature Representation Published In International Journal of Computer Vision
2020	Coherent Pattern in Multi-Layer Brain Networks: Application to Epilepsy Identification Published In IEEE Journal of Biomedical and Health Informatics
2020	Deep learning based HEp-2 image classification: A comprehensive review Published In Medical Image Analysis
2020	Dilated conditional GAN for bone suppression in chest radiographs with enforced semantic features Published In Medical Physics
2020	Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models Published In IEEE Journal of Biomedical and Health Informatics
2020	Medical Image Synthesis via Deep Learning Published In Advances in experimental medicine and biology
2020	Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2020	Short-Chain Fatty Acids Ameliorate Diabetic Nephropathy via GPR43-Mediated Inhibition of Oxidative Stress and NF- ? B Signaling Published In Oxidative Medicine and Cellular Longevity
2019	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging
2019	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing
2019	Aucubin Alleviates Seizures Activity in Li-Pilocarpine-Induced Epileptic Mice: Involvement of Inhibition of Neuroinflammation and Regulation of Neurotransmission Published In NEUROCHEMICAL RESEARCH
2019	CRIF1 as a potential target to improve the radiosensitivity of osteosarcoma Published In PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
2019	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2019	Epileptic Seizure Forecasting with Generative Adversarial Networks Published In IEEE Access
2019	Ginsenoside compound K attenuates cognitive deficits in vascular dementia rats by reducing the A beta deposition Published In JOURNAL OF PHARMACOLOGICAL SCIENCES
2019	Group 2 innate lymphoid cells participate in renal fibrosis in diabetic kidney disease partly via TGF-ß1 signal pathway Published In Journal of Diabetes Research
2019	Impact of NR1I2, adenosine triphosphate-binding cassette transporters genetic polymorphisms on the pharmacokinetics of ginsenoside compound K in healthy Chinese volunteers Published In JOURNAL OF GINSENG RESEARCH
2019	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Measurements of differential and angle-integrated cross sections for the B-10(n, alpha)Li-7 reaction in the neutron energy range from 1.0 eV to 2.5 MeV Published In CHINESE PHYSICS C
2018	3D conditional generative adversarial networks for high-quality PET image estimation at low dose Published In NeuroImage
2018	DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For Fine-Grained Image Recognition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018	Enhanced N170 elicited by words in Chinese developmental dyslexia Published In NEUROREPORT
2018	Locality adaptive multi-modality GANs for high-quality PET image synthesis Published In Lecture Notes in Computer Science
2018	Serum NCAM levels and cognitive deficits in first episode schizophrenia patients versus health controls Published In Schizophrenia Research
2018	Single- and Multiple-Dose Trials to Determine the Pharmacokinetics, Safety, Tolerability, and Sex Effect of Oral Ginsenoside Compound K in Healthy Chinese Volunteers Published In FRONTIERS IN PHARMACOLOGY
2018	Special Issue on High Performance Computing in Bio-medical Informatics Published In NEUROINFORMATICS
2018	Sweet taste receptors mediated ROS-NLRP3 inflammasome signaling activation: Implications for diabetic nephropathy Published In Journal of Diabetes Research
2018	The Effects of Ginsenoside Compound K Against Epilepsy by Enhancing the gamma-Aminobutyric Acid Signaling Pathway Published In FRONTIERS IN PHARMACOLOGY
2018	The expression of G protein-coupled receptor kinase 5 and its interaction with dendritic marker microtubule-associated protein-2 after status epilepticus (vol 138, pg 62, 2017) Published In EPILEPSY RESEARCH
2017	A Graph-Embedding Approach to Hierarchical Visual Word Mergence Published In IEEE Transactions on Neural Networks and Learning Systems
2017	CYLD Deubiquitinase Negatively Regulates High Glucose-Induced NF-B Inflammatory Signaling in Mesangial Cells Published In BioMed Research International
2017	Food and Sex-Related Impacts on the Pharmacokinetics of a Single-Dose of Ginsenoside Compound K in Healthy Subjects Published In FRONTIERS IN PHARMACOLOGY
2017	HEp-2 Cell Image Classification with Deep Convolutional Neural Networks Published In IEEE Journal of Biomedical and Health Informatics
2017	Machine learning in medical imaging Published In Pattern Recognition
2017	Network analysis in detection of early-stage mild cognitive impairment Published In Physica A: Statistical Mechanics and its Applications
2017	OPML: A one-pass closed-form solution for online metric learning Published In Pattern Recognition
2017	SUMO E3 Ligase PIASy Mediates High Glucose-Induced Activation of NF- ? B Inflammatory Signaling in Rat Mesangial Cells Published In Mediators of Inflammation
2017	Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity Published In Pattern Recognition
2017	The expression of G protein-coupled receptor kinase 5 and its interaction with dendritic marker microtubule-associated protein-2 after status epilepticus Published In EPILEPSY RESEARCH
2017	The role of short-chain fatty acids in kidney injury induced by gut-derived inflammatory response Published In Metabolism: Clinical and Experimental
2017	Two Single Nucleotide Polymorphisms (rs2431697 and rs2910164) of miR-146a Are Associated with Risk of Coronary Artery Disease Published In INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
2016	Exploring multifractal-based features for mild Alzheimer's disease classification Published In Magnetic Resonance in Medicine
2016	Learning Discriminative Stein Kernel for SPD Matrices and Its Applications Published In IEEE Transactions on Neural Networks and Learning Systems
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2015	An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction Published In Pattern Recognition
2015	Functional brain network classification with compact representation of SICE matrices Published In IEEE Transactions on Biomedical Engineering
2015	Multifractal analysis of white matter structural changes on 3D magnetic resonance imaging between normal aging and early Alzheimer's disease Published In Acta Physica Sinica
2014	A hierarchical word-merging algorithm with class separability measure Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
2014	IC-P-012: AUTOMATED REPORTING OF AMYLOID PET QUANTIFICATION ON BRAIN SURFACE THROUGH A WEB INTERFACE Published In Alzheimer's & Dementia
2014	MR-less surface-based amyloid assessment based on 11C PiB PET Published In PLoS One
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science
2014	Multiple kernel learning in the primal for multimodal Alzheimer's disease classification Published In IEEE Journal of Biomedical and Health Informatics
2014	O4-07-04: AUTOMATED REPORTING OF AMYLOID PET QUANTIFICATION ON BRAIN SURFACE THROUGH A WEB INTERFACE Published In Alzheimer's & Dementia
2013	Cross-sectional and longitudinal analysis of the relationship between Aβ deposition, cortical thickness and memory in cognitively unimpaired individuals and in Alzheimer disease Published In JAMA Neurology
2013	IC-P-016: MR-less cortical surface-projection of PET images from 11C- and 18F-labeled radiotracers Published In Alzheimer's & Dementia
2013	Mapping the time course of the positive classification advantage: An ERP study Published In COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE
2013	P1¿298: Cortical surface projection of PET images from 11C- and 18F-labeled radiotracers without magnetic resonance imaging Published In Alzheimer's & Dementia
2012	Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features Published In Neurobiology of Aging
2012	IC-P-042: Classification of Alzheimer's subject based on PiB-MR manifold learning Published In Alzheimer's & Dementia
2012	IC-P-043: Longitudinal modeling of joint PiB/MRI changes in Alzheimer's disease Published In Alzheimer's & Dementia
2012	IC-P-055: Longitudinal analysis of cortical thickness in PiB+ and PiB- healthy elderly controls Published In Alzheimer's & Dementia
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In Lecture Notes in Computer Science
2012	O2-06-06: Longitudinal analysis of cortical thickness in PiB+ and PiB- healthy elderly controls Published In Alzheimer's & Dementia
2012	P2-239: Classification of Alzheimer's subjects based on PiB-MR manifold learning Published In Alzheimer's & Dementia
2012	P2-240: Longitudinal modeling of joint PIB/MRI changes in Alzheimer's disease Published In Alzheimer's & Dementia
2012	The Cold Awakening of Doritaenopsis 'Tinny Tender' Orchid Flowers: The Role of Leaves in Cold-induced Bud Dormancy Release Published In JOURNAL OF PLANT GROWTH REGULATION
2011	Hierarchical anatomical brain networks for MCI prediction: Revisiting volumetric measures Published In PLoS One
2011	Multimodal classification of Alzheimer's disease and mild cognitive impairment Published In NeuroImage
2010	Feature selection with redundancy-constrained class separability Published In IEEE Transactions on Neural Networks and Learning Systems
2010	Hippocampal shape classification using redundancy constrained feature selection Published In Lecture Notes in Computer Science
2009	Event-related potential correlates of the collective self-relevant effect Published In NEUROSCIENCE LETTERS
2009	Hippocampal shape analysis for Alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation Published In The Hippocampus
2009	Identifying anatomical shape difference by regularized discriminative direction Published In IEEE Transactions on Medical Imaging
2008	A kernel-induced space selection approach to model selection of KLDA Published In IEEE Transactions on Neural Networks and Learning Systems
2007	A study of hippocampal shape difference between genders by efficient hypothesis test and discriminative deformation Published In Lecture Notes in Computer Science

Book

Year	Title
2020	Preface Publisher IEEE
2019	Preface Publisher IEEE

Chapter

Year	Title
2021	3D Transformer-GAN for High-Quality PET Reconstruction Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2021	Medical Imaging Based Diagnosis Through Machine Learning and Data Analysis Published In Advances in Artificial Intelligence, Computation, and Data Science Publisher Springer International Publishing
2021	Tripled-Uncertainty Guided Mean Teacher Model for Semi-supervised Medical Image Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Deep Learning Models with Applications to Brain Image Analysis Published In Neural Engineering Publisher Springer International Publishing
2014	Application of SVMs to the bag-of-features model – A kernel perspective Published In Support Vector Machines Applications Publisher Germany
2014	Application of SVMs to the bag-of-features model: A kernel perspective Published In Support Vector Machines Applications Publisher Germany
2014	Exploring compact representation of SICE matrices for functional brain network classification Published In Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings Publisher Switzerland
2014	Machine learning techniques for AD/MCI diagnosis and prognosis Published In Machine Learning in Healthcare Informatics Publisher New York, United States
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany

Conference Paper

Year	Title
2021	A Self-boosting Framework for Automated Radiographic Report Generation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2020	A New Method to Image Sweet Taste Receptors in the Pathogenesis of Diabetic Nephropathy: Detection of 18F Lactisole with PET/CT Published In DIABETES
2020	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision
2020	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
2020	Group 2 Innate Lymphoid Cells Promote Renal Fibrosis through the Production of Th2 Cytokines in Diabetic Kidney Disease Published In DIABETES
2020	Improving action localization by progressive cross-stream cooperation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2020	Kidney May Regulate SGLT2-Dependent Glucose Reabsorption through Sweet Taste Receptors: Implications for Diabetes Published In DIABETES
2020	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision
2020	Modelling diffusion process by deep neural networks for image retrieval Published In British Machine Vision Conference 2018, BMVC 2018
2020	Multiple obstacle detection for assistance driver system using deep neural networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Semi-supervised Seizure Prediction with Generative Adversarial Networks Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2020	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2020	Learning Sample-Adaptive Intensity Lookup Table for Brain Tumor Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	ReDro: Efficiently Learning Large-Sized SPD Visual Representation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	A New Method to Image Sweet Taste Receptors in the Pathogenesis of Diabetic Nephropathy: Detection of 18F Lactisole with PET/CT Published In DIABETES
2019	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision
2019	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
2019	Group 2 Innate Lymphoid Cells Promote Renal Fibrosis through the Production of Th2 Cytokines in Diabetic Kidney Disease Published In DIABETES
2019	Improving action localization by progressive cross-stream cooperation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2019	Kidney May Regulate SGLT2-Dependent Glucose Reabsorption through Sweet Taste Receptors: Implications for Diabetes Published In DIABETES
2019	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision
2019	Modelling diffusion process by deep neural networks for image retrieval Published In British Machine Vision Conference 2018, BMVC 2018
2019	Multiple obstacle detection for assistance driver system using deep neural networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Semi-supervised Seizure Prediction with Generative Adversarial Networks Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2018	3D cGAN based cross-modality MR image synthesis for brain tumor segmentation Published In IEEE International Symposium on Biomedical Imaging (ISBI 2018)
2018	A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images Published In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Fusion for MaaS: Opportunities and Challenges Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Instance image retrieval by aggregating sample-based discriminative characteristics Published In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval
2018	Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease Published In IEEE International Symposium on Biomedical Imaging
2018	Short-Chain Fatty Acids Prevent Diabetic Nephropathy In Vivo and In Vitro Published In DIABETES
2018	Sweet-Taste Receptors Mediated ROS-NLRP3 Inflammasome Signaling Activation-Implications for Diabetic Nephropathy Published In DIABETES
2018	Tumor segmentation via multi-modality joint dictionary learning Published In 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
2017	Infomax principle based pooling of deep convolutional activations for image retrieval Published In IEEE International Conference on Multimedia and Expo (ICME)
2017	Revisiting metric learning for SPD matrix based visual representation Published In 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
2017	The role and mechanism of GPR43-beta-arrestin-2 mediated by short-chain fatty acids in regulating inflammatory signaling of diabetic nephropathy Published In DIABETES-METABOLISM RESEARCH AND REVIEWS
2016	A Hidden Markov Model Based Efficient Next Best Viewpoint Planning for Autonomous Exploration Published In 2016 IEEE 20TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA)
2016	Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
2016	Semi-supervised Weight Learning for the Spatial Search Method in ConvNet-based Image Retrieval Published In 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA)
2015	Beyond covariance: feature representation with nonlinear kernel matrices Published In Proceedings of the IEEE International Conference on Computer Vision
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition
2014	Experimental study of unsupervised feature learning for HEp-2 cell images clustering Published In Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014)
2013	A fast approximate AIB algorithm for distributional word clustering Published In IEEE Conference on Computer Vision and Pattern Recognition
2013	Accelerating the Divisive Information-Theoretic Clustering of Visual Words Published In 2013 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES & APPLICATIONS (DICTA)
2013	Accelerating the divisive information-theoretic clustering of visual words Published In 2013 International Conference on Digital Image Computing: Techniques and Applications
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In International Conference on Medical Image Computing and Computer-Assisted Intervention
2012	Manifold drived MR-less PiB SUVR normalisation Published In 15th International Conference on Medical Image Computing and Computer Assisted Intervention: Workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD)
2011	A comparison study of ellipsoid fitting for pose normalization of hippocampal shapes Published In International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011
2011	Hierarchical anatomical brain networks for MCI prediction by partial least square analysis Published In IEEE Conference on Computer Vision and Pattern Recognition
2011	Learning-based prostate localization for image guided radiation therapy Published In 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2010	Discriminative maximum margin image object categorization with exact inference Published In Proceedings of the 5th International Conference on Image and Graphics (ICIG)
2008	A fast algorithm for creating a compact and discriminative visual codebook Published In 10th European Conference on Computer Vision (ECCV)
2008	Regularized discriminative direction for shape difference analysis Published In 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
2002	Reconstructing surface discontinuities by intersecting tangent planes of advancing mesh frontiers Published In ADVANCES IN MODELLING, ANIMATION AND RENDERING
2001	Polygonizing non-uniformly distributed 3D points by advancing mesh frontiers Published In COMPUTER GRAPHICS INTERNATIONAL 2001, PROCEEDINGS

Editor Of

Book
- Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015. Switzerland. 2015

Investigator On

Year	Title
2016 - 2020	Learning Network Structures from Neuroimages for Diagnosing Brain Diseases Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy	Text-based Guidance for Improved Image Retrieval	Comor, Ian
Doctor of Philosophy	Fine-grained Image Recognition using Deep Learning	Rahman, Saimunur
Doctor of Philosophy	Analyzing And Recognition of Video Information Through Machine Learning	Sangrasi, Din

Web Of Science Researcher Id

B-9306-2011

Selected Publications

Journal Article

Year	Title
2022	A GTFS data acquisition and processing framework and its application to train delay prediction Published In International Journal of Transportation Science and Technology
2022	ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease Published In Pattern Recognition
2022	Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis Published In Medical Image Analysis
2022	An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation. Published In International journal of neural systems
2022	Dataset-driven Unsupervised Object Discovery for Region-based Instance Image Retrieval Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2022	Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning Published In Medical Image Analysis
2022	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published In IEEE Transactions on Intelligent Transportation Systems
2021	A Hybrid LSTM-CPS Approach for Long-Term Prediction of Train Delays in Multivariate Time Series Published In Future Transportation
2021	DA-DSUnet: Dual Attention-based Dense SU-net for automatic head-and-neck tumor segmentation in MRI images Published In Neurocomputing
2021	Dense Video Captioning Using Graph-Based Sentence Summarization Published In IEEE Transactions on Multimedia
2021	Efficient radiation dose reduction in whole-brain CT perfusion imaging using a 3D GAN: Performance and clinical feasibility Published In Physics in Medicine and Biology
2021	Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain Published In IEEE Transactions on Image Processing
2021	Interactive medical image segmentation via a point-based interaction Published In Artificial Intelligence in Medicine
2021	LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesis Published In Biomedical Signal Processing and Control
2021	Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2021	SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation Published In IEEE Transactions on Medical Imaging
2021	Unsupervised brain tumor segmentation using a symmetric-driven adversarial network Published In Neurocomputing
2020	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging
2020	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing
2020	Aucubin Alleviates Seizures Activity in Li-Pilocarpine-Induced Epileptic Mice: Involvement of Inhibition of Neuroinflammation and Regulation of Neurotransmission Published In NEUROCHEMICAL RESEARCH
2020	CRIF1 as a potential target to improve the radiosensitivity of osteosarcoma Published In PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
2020	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2020	Epileptic Seizure Forecasting with Generative Adversarial Networks Published In IEEE Access
2020	Ginsenoside compound K attenuates cognitive deficits in vascular dementia rats by reducing the A beta deposition Published In JOURNAL OF PHARMACOLOGICAL SCIENCES
2020	Group 2 innate lymphoid cells participate in renal fibrosis in diabetic kidney disease partly via TGF-ß1 signal pathway Published In Journal of Diabetes Research
2020	Impact of NR1I2, adenosine triphosphate-binding cassette transporters genetic polymorphisms on the pharmacokinetics of ginsenoside compound K in healthy Chinese volunteers Published In JOURNAL OF GINSENG RESEARCH
2020	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Measurements of differential and angle-integrated cross sections for the B-10(n, alpha)Li-7 reaction in the neutron energy range from 1.0 eV to 2.5 MeV Published In CHINESE PHYSICS C
2020	Attention-Diffusion-Bilinear Neural Network for Brain Network Analysis Published In IEEE Transactions on Medical Imaging
2020	Beyond Covariance: SICE and Kernel Based Visual Feature Representation Published In International Journal of Computer Vision
2020	Coherent Pattern in Multi-Layer Brain Networks: Application to Epilepsy Identification Published In IEEE Journal of Biomedical and Health Informatics
2020	Deep learning based HEp-2 image classification: A comprehensive review Published In Medical Image Analysis
2020	Dilated conditional GAN for bone suppression in chest radiographs with enforced semantic features Published In Medical Physics
2020	Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models Published In IEEE Journal of Biomedical and Health Informatics
2020	Medical Image Synthesis via Deep Learning Published In Advances in experimental medicine and biology
2020	Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2020	Short-Chain Fatty Acids Ameliorate Diabetic Nephropathy via GPR43-Mediated Inhibition of Oxidative Stress and NF- ? B Signaling Published In Oxidative Medicine and Cellular Longevity
2019	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging
2019	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing
2019	Aucubin Alleviates Seizures Activity in Li-Pilocarpine-Induced Epileptic Mice: Involvement of Inhibition of Neuroinflammation and Regulation of Neurotransmission Published In NEUROCHEMICAL RESEARCH
2019	CRIF1 as a potential target to improve the radiosensitivity of osteosarcoma Published In PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
2019	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging
2019	Epileptic Seizure Forecasting with Generative Adversarial Networks Published In IEEE Access
2019	Ginsenoside compound K attenuates cognitive deficits in vascular dementia rats by reducing the A beta deposition Published In JOURNAL OF PHARMACOLOGICAL SCIENCES
2019	Group 2 innate lymphoid cells participate in renal fibrosis in diabetic kidney disease partly via TGF-ß1 signal pathway Published In Journal of Diabetes Research
2019	Impact of NR1I2, adenosine triphosphate-binding cassette transporters genetic polymorphisms on the pharmacokinetics of ginsenoside compound K in healthy Chinese volunteers Published In JOURNAL OF GINSENG RESEARCH
2019	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Measurements of differential and angle-integrated cross sections for the B-10(n, alpha)Li-7 reaction in the neutron energy range from 1.0 eV to 2.5 MeV Published In CHINESE PHYSICS C
2018	3D conditional generative adversarial networks for high-quality PET image estimation at low dose Published In NeuroImage
2018	DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For Fine-Grained Image Recognition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018	Enhanced N170 elicited by words in Chinese developmental dyslexia Published In NEUROREPORT
2018	Locality adaptive multi-modality GANs for high-quality PET image synthesis Published In Lecture Notes in Computer Science
2018	Serum NCAM levels and cognitive deficits in first episode schizophrenia patients versus health controls Published In Schizophrenia Research
2018	Single- and Multiple-Dose Trials to Determine the Pharmacokinetics, Safety, Tolerability, and Sex Effect of Oral Ginsenoside Compound K in Healthy Chinese Volunteers Published In FRONTIERS IN PHARMACOLOGY
2018	Special Issue on High Performance Computing in Bio-medical Informatics Published In NEUROINFORMATICS
2018	Sweet taste receptors mediated ROS-NLRP3 inflammasome signaling activation: Implications for diabetic nephropathy Published In Journal of Diabetes Research
2018	The Effects of Ginsenoside Compound K Against Epilepsy by Enhancing the gamma-Aminobutyric Acid Signaling Pathway Published In FRONTIERS IN PHARMACOLOGY
2018	The expression of G protein-coupled receptor kinase 5 and its interaction with dendritic marker microtubule-associated protein-2 after status epilepticus (vol 138, pg 62, 2017) Published In EPILEPSY RESEARCH
2017	A Graph-Embedding Approach to Hierarchical Visual Word Mergence Published In IEEE Transactions on Neural Networks and Learning Systems
2017	CYLD Deubiquitinase Negatively Regulates High Glucose-Induced NF-B Inflammatory Signaling in Mesangial Cells Published In BioMed Research International
2017	Food and Sex-Related Impacts on the Pharmacokinetics of a Single-Dose of Ginsenoside Compound K in Healthy Subjects Published In FRONTIERS IN PHARMACOLOGY
2017	HEp-2 Cell Image Classification with Deep Convolutional Neural Networks Published In IEEE Journal of Biomedical and Health Informatics
2017	Machine learning in medical imaging Published In Pattern Recognition
2017	Network analysis in detection of early-stage mild cognitive impairment Published In Physica A: Statistical Mechanics and its Applications
2017	OPML: A one-pass closed-form solution for online metric learning Published In Pattern Recognition
2017	SUMO E3 Ligase PIASy Mediates High Glucose-Induced Activation of NF- ? B Inflammatory Signaling in Rat Mesangial Cells Published In Mediators of Inflammation
2017	Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity Published In Pattern Recognition
2017	The expression of G protein-coupled receptor kinase 5 and its interaction with dendritic marker microtubule-associated protein-2 after status epilepticus Published In EPILEPSY RESEARCH
2017	The role of short-chain fatty acids in kidney injury induced by gut-derived inflammatory response Published In Metabolism: Clinical and Experimental
2017	Two Single Nucleotide Polymorphisms (rs2431697 and rs2910164) of miR-146a Are Associated with Risk of Coronary Artery Disease Published In INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
2016	Exploring multifractal-based features for mild Alzheimer's disease classification Published In Magnetic Resonance in Medicine
2016	Learning Discriminative Stein Kernel for SPD Matrices and Its Applications Published In IEEE Transactions on Neural Networks and Learning Systems
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2015	An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction Published In Pattern Recognition
2015	Functional brain network classification with compact representation of SICE matrices Published In IEEE Transactions on Biomedical Engineering
2015	Multifractal analysis of white matter structural changes on 3D magnetic resonance imaging between normal aging and early Alzheimer's disease Published In Acta Physica Sinica
2014	A hierarchical word-merging algorithm with class separability measure Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
2014	IC-P-012: AUTOMATED REPORTING OF AMYLOID PET QUANTIFICATION ON BRAIN SURFACE THROUGH A WEB INTERFACE Published In Alzheimer's & Dementia
2014	MR-less surface-based amyloid assessment based on 11C PiB PET Published In PLoS One
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science
2014	Multiple kernel learning in the primal for multimodal Alzheimer's disease classification Published In IEEE Journal of Biomedical and Health Informatics
2014	O4-07-04: AUTOMATED REPORTING OF AMYLOID PET QUANTIFICATION ON BRAIN SURFACE THROUGH A WEB INTERFACE Published In Alzheimer's & Dementia
2013	Cross-sectional and longitudinal analysis of the relationship between Aβ deposition, cortical thickness and memory in cognitively unimpaired individuals and in Alzheimer disease Published In JAMA Neurology
2013	IC-P-016: MR-less cortical surface-projection of PET images from 11C- and 18F-labeled radiotracers Published In Alzheimer's & Dementia
2013	Mapping the time course of the positive classification advantage: An ERP study Published In COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE
2013	P1¿298: Cortical surface projection of PET images from 11C- and 18F-labeled radiotracers without magnetic resonance imaging Published In Alzheimer's & Dementia
2012	Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features Published In Neurobiology of Aging
2012	IC-P-042: Classification of Alzheimer's subject based on PiB-MR manifold learning Published In Alzheimer's & Dementia
2012	IC-P-043: Longitudinal modeling of joint PiB/MRI changes in Alzheimer's disease Published In Alzheimer's & Dementia
2012	IC-P-055: Longitudinal analysis of cortical thickness in PiB+ and PiB- healthy elderly controls Published In Alzheimer's & Dementia
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In Lecture Notes in Computer Science
2012	O2-06-06: Longitudinal analysis of cortical thickness in PiB+ and PiB- healthy elderly controls Published In Alzheimer's & Dementia
2012	P2-239: Classification of Alzheimer's subjects based on PiB-MR manifold learning Published In Alzheimer's & Dementia
2012	P2-240: Longitudinal modeling of joint PIB/MRI changes in Alzheimer's disease Published In Alzheimer's & Dementia
2012	The Cold Awakening of Doritaenopsis 'Tinny Tender' Orchid Flowers: The Role of Leaves in Cold-induced Bud Dormancy Release Published In JOURNAL OF PLANT GROWTH REGULATION
2011	Hierarchical anatomical brain networks for MCI prediction: Revisiting volumetric measures Published In PLoS One
2011	Multimodal classification of Alzheimer's disease and mild cognitive impairment Published In NeuroImage
2010	Feature selection with redundancy-constrained class separability Published In IEEE Transactions on Neural Networks and Learning Systems
2010	Hippocampal shape classification using redundancy constrained feature selection Published In Lecture Notes in Computer Science
2009	Event-related potential correlates of the collective self-relevant effect Published In NEUROSCIENCE LETTERS
2009	Hippocampal shape analysis for Alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation Published In The Hippocampus
2009	Identifying anatomical shape difference by regularized discriminative direction Published In IEEE Transactions on Medical Imaging
2008	A kernel-induced space selection approach to model selection of KLDA Published In IEEE Transactions on Neural Networks and Learning Systems
2007	A study of hippocampal shape difference between genders by efficient hypothesis test and discriminative deformation Published In Lecture Notes in Computer Science

Book

Year	Title
2020	Preface Publisher IEEE
2019	Preface Publisher IEEE

Chapter

Year	Title
2021	3D Transformer-GAN for High-Quality PET Reconstruction Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2021	Medical Imaging Based Diagnosis Through Machine Learning and Data Analysis Published In Advances in Artificial Intelligence, Computation, and Data Science Publisher Springer International Publishing
2021	Tripled-Uncertainty Guided Mean Teacher Model for Semi-supervised Medical Image Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2020	Deep Learning Models with Applications to Brain Image Analysis Published In Neural Engineering Publisher Springer International Publishing
2014	Application of SVMs to the bag-of-features model – A kernel perspective Published In Support Vector Machines Applications Publisher Germany
2014	Application of SVMs to the bag-of-features model: A kernel perspective Published In Support Vector Machines Applications Publisher Germany
2014	Exploring compact representation of SICE matrices for functional brain network classification Published In Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings Publisher Switzerland
2014	Machine learning techniques for AD/MCI diagnosis and prognosis Published In Machine Learning in Healthcare Informatics Publisher New York, United States
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany

Conference Paper

Year	Title
2021	A Self-boosting Framework for Automated Radiographic Report Generation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2020	A New Method to Image Sweet Taste Receptors in the Pathogenesis of Diabetic Nephropathy: Detection of 18F Lactisole with PET/CT Published In DIABETES
2020	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision
2020	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
2020	Group 2 Innate Lymphoid Cells Promote Renal Fibrosis through the Production of Th2 Cytokines in Diabetic Kidney Disease Published In DIABETES
2020	Improving action localization by progressive cross-stream cooperation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2020	Kidney May Regulate SGLT2-Dependent Glucose Reabsorption through Sweet Taste Receptors: Implications for Diabetes Published In DIABETES
2020	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision
2020	Modelling diffusion process by deep neural networks for image retrieval Published In British Machine Vision Conference 2018, BMVC 2018
2020	Multiple obstacle detection for assistance driver system using deep neural networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Semi-supervised Seizure Prediction with Generative Adversarial Networks Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2020	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2020	Learning Sample-Adaptive Intensity Lookup Table for Brain Tumor Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	ReDro: Efficiently Learning Large-Sized SPD Visual Representation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	A New Method to Image Sweet Taste Receptors in the Pathogenesis of Diabetic Nephropathy: Detection of 18F Lactisole with PET/CT Published In DIABETES
2019	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision
2019	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
2019	Group 2 Innate Lymphoid Cells Promote Renal Fibrosis through the Production of Th2 Cytokines in Diabetic Kidney Disease Published In DIABETES
2019	Improving action localization by progressive cross-stream cooperation Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2019	Kidney May Regulate SGLT2-Dependent Glucose Reabsorption through Sweet Taste Receptors: Implications for Diabetes Published In DIABETES
2019	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision
2019	Modelling diffusion process by deep neural networks for image retrieval Published In British Machine Vision Conference 2018, BMVC 2018
2019	Multiple obstacle detection for assistance driver system using deep neural networks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Semi-supervised Seizure Prediction with Generative Adversarial Networks Published In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2018	3D cGAN based cross-modality MR image synthesis for brain tumor segmentation Published In IEEE International Symposium on Biomedical Imaging (ISBI 2018)
2018	A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images Published In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Fusion for MaaS: Opportunities and Challenges Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Instance image retrieval by aggregating sample-based discriminative characteristics Published In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval
2018	Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease Published In IEEE International Symposium on Biomedical Imaging
2018	Short-Chain Fatty Acids Prevent Diabetic Nephropathy In Vivo and In Vitro Published In DIABETES
2018	Sweet-Taste Receptors Mediated ROS-NLRP3 Inflammasome Signaling Activation-Implications for Diabetic Nephropathy Published In DIABETES
2018	Tumor segmentation via multi-modality joint dictionary learning Published In 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
2017	Infomax principle based pooling of deep convolutional activations for image retrieval Published In IEEE International Conference on Multimedia and Expo (ICME)
2017	Revisiting metric learning for SPD matrix based visual representation Published In 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
2017	The role and mechanism of GPR43-beta-arrestin-2 mediated by short-chain fatty acids in regulating inflammatory signaling of diabetic nephropathy Published In DIABETES-METABOLISM RESEARCH AND REVIEWS
2016	A Hidden Markov Model Based Efficient Next Best Viewpoint Planning for Autonomous Exploration Published In 2016 IEEE 20TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA)
2016	Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
2016	Semi-supervised Weight Learning for the Spatial Search Method in ConvNet-based Image Retrieval Published In 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA)
2015	Beyond covariance: feature representation with nonlinear kernel matrices Published In Proceedings of the IEEE International Conference on Computer Vision
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition
2014	Experimental study of unsupervised feature learning for HEp-2 cell images clustering Published In Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014)
2013	A fast approximate AIB algorithm for distributional word clustering Published In IEEE Conference on Computer Vision and Pattern Recognition
2013	Accelerating the Divisive Information-Theoretic Clustering of Visual Words Published In 2013 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES & APPLICATIONS (DICTA)
2013	Accelerating the divisive information-theoretic clustering of visual words Published In 2013 International Conference on Digital Image Computing: Techniques and Applications
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In International Conference on Medical Image Computing and Computer-Assisted Intervention
2012	Manifold drived MR-less PiB SUVR normalisation Published In 15th International Conference on Medical Image Computing and Computer Assisted Intervention: Workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD)
2011	A comparison study of ellipsoid fitting for pose normalization of hippocampal shapes Published In International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011
2011	Hierarchical anatomical brain networks for MCI prediction by partial least square analysis Published In IEEE Conference on Computer Vision and Pattern Recognition
2011	Learning-based prostate localization for image guided radiation therapy Published In 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro
2010	Discriminative maximum margin image object categorization with exact inference Published In Proceedings of the 5th International Conference on Image and Graphics (ICIG)
2008	A fast algorithm for creating a compact and discriminative visual codebook Published In 10th European Conference on Computer Vision (ECCV)
2008	Regularized discriminative direction for shape difference analysis Published In 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
2002	Reconstructing surface discontinuities by intersecting tangent planes of advancing mesh frontiers Published In ADVANCES IN MODELLING, ANIMATION AND RENDERING
2001	Polygonizing non-uniformly distributed 3D points by advancing mesh frontiers Published In COMPUTER GRAPHICS INTERNATIONAL 2001, PROCEEDINGS

Editor Of

Book
- Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015. Switzerland. 2015

Investigator On

Year	Title
2016 - 2020	Learning Network Structures from Neuroimages for Diagnosing Brain Diseases Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy	Text-based Guidance for Improved Image Retrieval	Comor, Ian
Doctor of Philosophy	Fine-grained Image Recognition using Deep Learning	Rahman, Saimunur
Doctor of Philosophy	Analyzing And Recognition of Video Information Through Machine Learning	Sangrasi, Din

Web Of Science Researcher Id

B-9306-2011

Zhou, Luping Dr

Lecturer

Publications

Selected Publications

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Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Web Of Science Researcher Id

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Web Of Science Researcher Id

Visualisations