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Author Details

Pheng-Ann Heng
The Chinese University of Hong Kong
1999
205
39
PMIDPaper TitleJournal TitlePublished Year
36191115Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening.IEEE Trans Med Imaging2023
37857452Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning.Br J Ophthalmol2023
37851564An Artificial Intelligence System for Screening and Recommending the Treatment Modalities for Retinopathy of Prematurity.Asia Pac J Ophthalmol (Phila)2023
37795135Deep Learning-assisted Diagnosis of Breast Lesions on US Images: A Multivendor, Multicenter Study.Radiol Artif Intell2023
35737621Instance Shadow Detection With a Single-Stage Detector.IEEE Trans Pattern Anal Mach Intell2023
37422639Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention.BMC Med Imaging2023
37015538Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19.IEEE Trans Cybern2023
37414254Cancer immunotherapy response prediction from multi-modal clinical and image data using semi-supervised deep learning.Radiother Oncol2023
37307178Global Adaptive Transformer for Cross-Subject Enhanced EEG Classification.IEEE Trans Neural Syst Rehabil Eng2023
37038222MetaRF: attention-based random forest for reaction yield prediction with a few trails.J Cheminform2023
36403310Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images.Med Image Anal2023
36702828Author Correction: Federated learning enables big data for rare cancer boundary detection.Nat Commun2023
36822050Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification.Med Image Anal2023
34170827A Rotation-Invariant Framework for Deep Point Cloud Analysis.IEEE Trans Vis Comput Graph2022
35839185DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images.IEEE Trans Med Imaging2022
35668216Collision-aware interactive simulation using graph neural networks.Vis Comput Ind Biomed Art2022
35604967Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation.IEEE Trans Med Imaging2022
35367712Towards reliable cardiac image segmentation: Assessing image-level and pixel-level segmentation quality via self-reflective references.Med Image Anal2022
35462562Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.NPJ Digit Med2022
35783623Three-Dimensional Multi-Task Deep Learning Model to Detect Glaucomatous Optic Neuropathy and Myopic Features From Optical Coherence Tomography Scans: A Retrospective Multi-Centre Study.Front Med (Lausanne)2022
37015360Contrastive-ACE : Domain Generalization Through Alignment of Causal Mechanisms.IEEE Trans Image Process2022
36470898Federated learning enables big data for rare cancer boundary detection.Nat Commun2022
36204545Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study.Radiol Artif Intell2022
36129573Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis.Int J Comput Assist Radiol Surg2022
36192349A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study.Lancet Digit Health2022
33684046Item Relationship Graph Neural Networks for E-Commerce.IEEE Trans Neural Netw Learn Syst2022
34982680Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training.IEEE Trans Med Imaging2022
35182202Morphology-aware multi-source fusion-based intracranial aneurysms rupture prediction.Eur Radiol2022
35334344Versatile cutting fracture evolution modeling for deformable object cutting simulation.Comput Methods Programs Biomed2022
34633927Learning With Privileged Multimodal Knowledge for Unimodal Segmentation.IEEE Trans Med Imaging2022
34781159Unsupervised feature disentanglement for video retrieval in minimally invasive surgery.Med Image Anal2022
32746260DNF-Net: A Deep Normal Filtering Network for Mesh Denoising.IEEE Trans Vis Comput Graph2021
33907990Automatic identification of sweet spots from MERs for electrodes implantation in STN-DBS.Int J Comput Assist Radiol Surg2021
33848757Towards quantitative and intuitive percutaneous tumor puncture via augmented virtual reality.Comput Med Imaging Graph2021
33677262Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification.Med Image Anal2021
33640719Global guidance network for breast lesion segmentation in ultrasound images.Med Image Anal2021
33588122Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis.Med Image Anal2021
33782526Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.NPJ Digit Med2021
33780335Temporal Memory Relation Network for Workflow Recognition From Surgical Video.IEEE Trans Med Imaging2021
33891550Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis.IEEE Trans Med Imaging2021
34710628Versatile multi-constrained planning for thermal ablation of large liver tumors.Comput Med Imaging Graph2021
34614476Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos.Med Image Anal2021
34375293Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation.IEEE J Biomed Health Inform2021
34325149Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition.Med Image Anal2021
34315698A Multitask Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multicenter Analysis.Diabetes Care2021
31689229Multitask Feature Learning Meets Robust Tensor Decomposition for EEG Classification.IEEE Trans Cybern2021
33166776A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.Med Image Anal2021
33428570Revisiting Shadow Detection: A New Benchmark Dataset for Complex World.IEEE Trans Image Process2021
33417548Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features.IEEE Trans Image Process2021
33201808Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation.IEEE Trans Med Imaging2021
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Collaborators

Qi Dou
The Chinese University of Hong Kong
Co-authored papers 38
Hao Chen
The Hong Kong University of Science and Technology
Co-authored papers 35
Huangjing Lin
The Chinese University of Hong Kong
Co-authored papers 7
Ben Glocker
Imperial College London
Co-authored papers 6
Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 4
Yih-Chung Tham
Singapore Eye Research Institute, Singapore Duke-NUS Medical School
Co-authored papers 3
Ching-Yu Cheng
Singapore Eye Research Institute, Singapore Duke-NUS Medical School
Co-authored papers 3
Christos Davatzikos
University of Pennsylvania
Co-authored papers 2
Joshua D Palmer
Co-authored papers 2
Rivka R Colen
Co-authored papers 2
Benjamin M Ellingson
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 2
Daniel Racoceanu
Sorbonne Universite, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm
Co-authored papers 2
Jill S Barnholtz-Sloan
National Cancer Institute
Co-authored papers 2
Mitko Veta
Eindhoven University of Technology
Co-authored papers 2
Tobias Weiss
Westlake University
Co-authored papers 2
Jeffrey D Rudie
Center for Intelligent Imaging (ci2), University of California san francisco
Co-authored papers 2
Joel Saltz
Stony Brook University
Co-authored papers 2
Rohan Bareja
Case Western Reserve University
Co-authored papers 2
Michael A Vogelbaum
Moffit Cancer Center
Co-authored papers 2
Adam E Flanders
Thomas Jefferson University
Co-authored papers 2
Tien Yin Wong
Tsinghua University
Co-authored papers 2
Elia Bruni
Center for Mind/Brain Sciences
Co-authored papers 2
Pim J French
Erasmus MC Cancer Institute
Co-authored papers 2
Felix Sahm
Hopp Children's Cancer Center Heidelberg (KiTZ)
Co-authored papers 2
Michael Weller
University Hospital and University of Zurich
Co-authored papers 2
Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 2
Raymond Y Huang
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 2
Benedikt Wiestler
Technical University
Co-authored papers 2
Release 1.2