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Author Details

Hao Chen
The Hong Kong University of Science and Technology
2015
44
28
PMIDPaper TitleJournal TitlePublished Year
36403310Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images.Med Image Anal2023
37430792Research on the Method of Counting Wheat Ears via Video Based on Improved YOLOv7 and DeepSort.Sensors (Basel)2023
37027751CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation.IEEE Trans Med Imaging2023
35320093PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning.IEEE Trans Med Imaging2022
35719964AX-Unet: A Deep Learning Framework for Image Segmentation to Assist Pancreatic Tumor Diagnosis.Front Oncol2022
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
36204545Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study.Radiol Artif Intell2022
322481433-D RoI-Aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation.IEEE Trans Cybern2021
33677262Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification.Med Image Anal2021
33588122Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis.Med Image Anal2021
34315698A Multitask Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multicenter Analysis.Diabetes Care2021
33140875Potentials of AI in medical image analysis in Gastroenterology and Hepatology.J Gastroenterol Hepatol2021
31484154Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.IEEE Trans Cybern2020
31647422A Multi-Organ Nucleus Segmentation Challenge.IEEE Trans Med Imaging2020
32054572Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation.IEEE Trans Med Imaging2020
31639622Multi-task recurrent convolutional network with correlation loss for surgical video analysis.Med Image Anal2020
32746106Deep Mining External Imperfect Data for Chest X-Ray Disease Screening.IEEE Trans Med Imaging2020
32248132UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.IEEE J Biomed Health Inform2020
32442866Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning.Med Image Anal2020
31403410Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.IEEE Trans Med Imaging2020
30624213Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.IEEE Trans Med Imaging2019
33323187Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis.Lancet Digit Health2019
30924997Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images.J Magn Reson Imaging2019
30716025From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.IEEE Trans Med Imaging2019
294144353D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.Med Image Anal2018
29994201H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes.IEEE Trans Med Imaging2018
29990092CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion.IEEE Trans Cybern2018
28445774VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images.Neuroimage2018
29727275SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network.IEEE Trans Med Imaging2018
27567734Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.Med Image Anal2017
28114049Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos.IEEE J Biomed Health Inform2017
28113302Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection.IEEE Trans Biomed Eng2017
28182555Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.IEEE Trans Med Imaging2017
28371793Ultrasound Standard Plane Detection Using a Composite Neural Network Framework.IEEE Trans Cybern2017
28418040The Height-Width-Depth Ratios of the Intervertebral Discs and Vertebral Bodies in Adolescent Idiopathic Scoliosis vs Controls in a Chinese Population.Sci Rep2017
29234806Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.JAMA2017
285262123D deeply supervised network for automated segmentation of volumetric medical images.Med Image Anal2017
28732268Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.Med Image Anal2017
27614792Gland segmentation in colon histology images: The glas challenge contest.Med Image Anal2017
27898306DCAN: Deep contour-aware networks for object instance segmentation from histology images.Med Image Anal2017
28026754Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks.IEEE Trans Med Imaging2017
26886975Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.IEEE Trans Med Imaging2016
25910262Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.IEEE J Biomed Health Inform2015
26738132Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.Annu Int Conf IEEE Eng Med Biol Soc2015
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Collaborators

Pheng-Ann Heng
The Chinese University of Hong Kong
Co-authored papers 35
Qi Dou
The Chinese University of Hong Kong
Co-authored papers 19
Huangjing Lin
The Chinese University of Hong Kong
Co-authored papers 7
Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 4
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 3
Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Oscar Geessink
Radboud University Medical Center
Co-authored papers 2
Babak Ehteshami Bejnordi
Radboud University Medical Center
Co-authored papers 2
Geert Litjens
Radboud Institute for Health Sciences, Radboud University Medical Center
Co-authored papers 2
Daniel Racoceanu
Sorbonne Universite, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm
Co-authored papers 2
Meyke Hermsen
Radboud University Medical Center
Co-authored papers 2
Marcory C R F van Dijk
1Rijnstate Hospital
Co-authored papers 2
Maschenka Balkenhol
Radboud University Medical Center
Co-authored papers 2
Jeroen A W M van der Laak
Radboud University Medical Center
Co-authored papers 2
Elia Bruni
Center for Mind/Brain Sciences
Co-authored papers 2
Quirine F Manson
Alrijne Hospital Leiderdorp
Co-authored papers 2
Peter Bult
Radboud University Medical Center
Co-authored papers 2
Aoxiao Zhong
Massachusetts General Hospital, Harvard University
Co-authored papers 2
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 2
Kimmo Kartasalo
Karolinska Institutet
Co-authored papers 1
Mustafa ??mit ??ner
Middle East Technical University
Co-authored papers 1
Oscar D??niz
University of Castilla-La Mancha
Co-authored papers 1
Paul J van Diest
University Medical Center Utrecht
Co-authored papers 1
Matt Berseth
NLP Logix LLC
Co-authored papers 1
Muhammad Shaaban
Huazhong Agricultural University
Co-authored papers 1
Rui Ven??ncio
Sorbonne University, Pierre and Marie Curie University
Co-authored papers 1
Hady Ahmady Phoulady
California State University
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Farhad Ghazvinian Zanjani
Eindhoven University of Technology
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