Pheng Ann Heng - Dissemin

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All papers authored by Pheng Ann Heng

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2024 Zhizhong Chai

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, Huangjing Lin, Pheng-Ann Heng

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, Hao Chen

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Deep Omni-Supervised Learning for Rib Fracture Detection From Chest Radiology Images

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2023 Xi Wang

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, Yuming Jiang, Hao Chen, Taojun Zhang, Zhen Han, Chuanli Chen, Qingyu Yuan, Wenjun Xiong, Wei Wang, Guoxin Li, Pheng-Ann Heng

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, Ruijiang Li

Cancer immunotherapy response prediction from multi-modal clinical and image data using semi-supervised deep learning

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Yuhan Zhang

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, Qi Dou, Pheng-Ann Heng

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Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification

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Martin Wagner

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, Beat-Peter Müller-Stich, Anna Kisilenko

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, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky

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, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Carissa Reid, Annika Reinke

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, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye

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and 37 other authors

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

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Yunqi Wang

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, Z. Chen, Zhitang Chen, Q. Lian, S. Hu, Jianye Hao, Yik-Chung Wu

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, Guangyong Chen, Pheng-Ann Heng

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Contrastive-ACE: Domain Generalization Through Alignment of Causal Mechanisms

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Xi Wang

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, Fangyao Tang, Hao Chen

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, Carol Y. Cheung, Pheng-Ann Heng

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Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images

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2022 Luyang Luo

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, Hao Chen

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, Xi Wang, Varut Vardhanabhuti

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, Chu Han, Zaiyi Liu

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, Xin Hao Benjamin Fang

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, Efstratios Tsougenis, Huangjing Lin

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, Pheng-Ann Heng

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Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning–based Radiograph Diagnosis: A Multicenter Study

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2021 Xiaomeng Li

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, Xiaojuan Qi, Lequan Yu

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, Wei Zhao

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, Pheng-Ann Heng

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, Lei Xing

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Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

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Xi Wang

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, Hao Chen, Huiling Xiang, Huangjing Lin

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, Xi Lin, Pheng-Ann Heng

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Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification

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Huangjing Lin

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, Hao Chen, Xi Wang

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, Qiong Wang, Liansheng Wang, Pheng-Ann Heng

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Dual-path Network with Synergistic Grouping Loss and Evidence Driven Risk Stratification for Whole Slide Cervical Image Analysis

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Cheng Xue, Lei Zhu, Huazhu Fu

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, Xiaomeng Li, Hai Zhang, Pheng-Ann Heng

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Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images

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Xiaowei Hu

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, Lei Zhu

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, Pheng-Ann Heng

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Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features

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Xiaowei Hu

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, Tianyu Wang, Chi-Wing Fu, Yitong Jiang, Qiong Wang

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, Pheng-Ann Heng

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Revisiting Shadow Detection: A New Benchmark Dataset for Complex World

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2020 Tobias Roß, Annika Reinke, Peter M. Full

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, Martin Wagner

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, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon

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, Patrick Scholz

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, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren

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and 35 other authors

Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge

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Yoo Jung Kim, Hyungjoon Jang, Kyoungbun Lee, Seongkeun Park, Sung-Gyu Min, Choyeon Hong, Jeong Hwan Park

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, Kanggeun Lee, Jisoo Kim, Wonjae Hong, Hyun Jung, Yanling Liu, Haran Rajkumar, Mahendra Khened, Ganapathy Krishnamurthi and 23 other authors

PAIP 2019: Liver Cancer Segmentation Challenge

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Lihao Liu

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, Qi Dou

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, Hao Chen

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, Jing Qin

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, Pheng-Ann Heng

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Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis

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Lihao Liu

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, Lei Zhu

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, Jing Qin

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, Pheng-Ann Heng

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ψ-Net: Stacking Densely Convolutional LSTMs for Sub-cortical Brain Structure Segmentation

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Xianzhi Li

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, Lei Zhu

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, Pheng-Ann Heng

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DNF-Net: a Deep Normal Filtering Network for Mesh Denoising

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Lei Zhu

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, Zijun Deng, Xiaowei Hu

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, Jing Qin

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, Pheng-Ann Heng

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Learning Gated Non-local Residual for Single-image Rain Streak Removal

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Xiaowei Hu

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, Lei Zhu

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, Tianyu Wang, Pheng-Ann Heng

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SAC-Net: Spatial Attenuation Context for Salient Object Detection

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