Qi Dou

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 202

Top Venues

CoRR

IEEE Trans. Medical Imaging

Medical Image Anal.

MICCAI (3)

Publications

Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou, Xiaoxiao Li
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis. CoRR (2024)
Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Anal. 86 (2023)
Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model. CoRR (2023)
Hongbin Lin, Bin Li, Xiangyu Chu, Qi Dou, Yunhui Liu, Kwok Wai Samuel Au
End-to-End Learning of Deep Visuomotor Policy for Needle Picking. IROS (2023)
Tianpeng Deng, Yanqi Huang, Zhenwei Shi, Jiatai Lin, Qi Dou, Ke Zhao, Fang-Fang Liu, Yu-Mian Jia, Jin Wang, Bingchao Zhao, Changhong Liang, Zaiyi Liu, Xiao-jing Guo, Guoqiang Han, Xin Chen, Chu Han
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification. CoRR (2023)
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary. CoRR (2022)
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou
Test-Time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift. MICCAI (3) (2022)
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou
Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CT. ISBI (2022)
Yidan Feng, Biqi Yang, Xianzhi Li, Chi-Wing Fu, Rui Cao, Kai Chen, Qi Dou, Mingqiang Wei, Yun-Hui Liu, Pheng-Ann Heng
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking. CoRR (2022)
Xianzhi Li, Rui Cao, Yidan Feng, Kai Chen, Biqi Yang, Chi-Wing Fu, Yichuan Li, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking. IEEE Robotics Autom. Lett. 7 (2) (2022)
Jun Lyu, Bin Sui, Chengyan Wang, Yapeng Tian, Qi Dou, Jing Qin
DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging. MICCAI (6) (2022)
Meirui Jiang, Zirui Wang, Qi Dou
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images. AAAI (2022)
Ziyi Wang, Bo Lu, Xiaojie Gao, Yueming Jin, Zerui Wang, Tak Hong Cheung, Pheng-Ann Heng, Qi Dou, Yunhui Liu
Unsupervised feature disentanglement for video retrieval in minimally invasive surgery. Medical Image Anal. 75 (2022)
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training. CoRR (2022)
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift. CoRR (2022)
Ziyi Wang, Bo Lu, Yonghao Long, Fangxun Zhong, Tak Hong Cheung, Qi Dou, Yunhui Liu
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy. MICCAI (8) (2022)
Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery. CoRR (2022)
Yiang Lu, Wei Chen, Bo Lu, Jianshu Zhou, Zhi Chen, Qi Dou, Yun-Hui Liu
Robust Data-Driven 3-D Shape Servoing of Unmodeled Continuum Robots Using FBG Sensors in Unstructured Environments. CoRR (2022)
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? CoRR (2022)
Guangyuan Li, Jun Lyu, Chengyan Wang, Qi Dou, Jing Qin
WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-Resolution. MICCAI (6) (2022)
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary. AAAI (2022)
Carole H. Sudre, Kimberlin M. H. van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia E. Evans, Ivan Ezhov, Haojun Gao, Marta Gironés-Sangüesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, Mohammad Arfan Ikram, Silvia Ingala, Hans Rolf Jäger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern H. Menze, José Luis Molinuevo, Yiwei Pan, Élodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Hélène Urien, Bas H. M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. CoRR (2022)
Cristian A. Linte, Elvis C. S. Chen, Qi Dou, Simon Drouin, Marta Kersten-Oertel, A. Jonathan McLeod, Duygu Sarikaya, Ziv Yaniv
Special issue on 2021 augmented environments for computer-assisted interventions (AE-CAI): guest editors' foreword. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10 (3) (2022)
Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery. MICCAI (8) (2022)
Bin Li, Bo Lu, Ziyi Wang, Fangxun Zhong, Qi Dou, Yun-Hui Liu
Learning Laparoscope Actions via Video Features for Proactive Robotic Field-of-View Control. IEEE Robotics Autom. Lett. 7 (3) (2022)
Lidong Yang, Jialin Jiang, Xiaojie Gao, Qinglong Wang, Qi Dou, Li Zhang
Autonomous environment-adaptive microrobot swarm navigation enabled by deep learning-based real-time distribution planning. Nat. Mach. Intell. 4 (5) (2022)
Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients. CoRR (2022)
Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution. CoRR (2022)
Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations. CoRR (2022)
Yonghao Long, Jianfeng Cao, Anton Deguet, Russell H. Taylor, Qi Dou
Integrating Artificial Intelligence and Augmented Reality in Robotic Surgery: An Initial dVRK Study Using a Surgical Education Scenario. ISMR (2022)
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
Tackling Long-Tailed Category Distribution Under Domain Shifts. CoRR (2022)
Qinghua Xie, Qi Dou, Xing Peng, Jinfei Wang, Juan M. Lopez-Sanchez, Jiali Shang, Haiqiang Fu, Jianjun Zhu
Crop Classification Based on the Physically Constrained General Model-Based Decomposition Using Multi-Temporal RADARSAT-2 Data. Remote. Sens. 14 (11) (2022)
Bin Li, Ruofeng Wei, Jiaqi Xu, Bo Lu, Chi Hang Yee, Chi-Fai Ng, Pheng-Ann Heng, Qi Dou, Yun-Hui Liu
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery. ICRA (2022)
Bo Lu, Bin Li, Wei Chen, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng, Yunhui Liu
Toward Image-Guided Automated Suture Grasping Under Complex Environments: A Learning-Enabled and Optimization-Based Holistic Framework. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. MICCAI (3) (2022)
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT. CoRR (2022)
Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients. ICLR (2022)
Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution. CVPR (2022)
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training. IEEE Trans. Medical Imaging 41 (6) (2022)
Meirui Jiang, Hongzheng Yang, Chen Cheng, Qi Dou
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. CoRR (2022)
Ziyi Wang, Bo Lu, Yonghao Long, Fangxun Zhong, Tak Hong Cheung, Qi Dou, Yunhui Liu
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy. CoRR (2022)
Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng
Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. MICCAI (3) (2022)
Yonghao Long, Chengkun Li, Qi Dou
Robotic Surgery Remote Mentoring via AR with 3D Scene Streaming and Hand Interaction. CoRR (2022)
Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer. CoRR (2022)
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images. CoRR (2022)
Bin Li, Ruofeng Wei, Jiaqi Xu, Bo Lu, Chi Hang Yee, Chi-Fai Ng, Pheng-Ann Heng, Qi Dou, Yun-Hui Liu
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery. CoRR (2022)
Yidan Feng, Biqi Yang, Xianzhi Li, Chi-Wing Fu, Rui Cao, Kai Chen, Qi Dou, Mingqiang Wei, Yun-Hui Liu, Pheng-Ann Heng
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking. ICRA (2022)
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. CoRR (2022)
Yonghao Long, Jianfeng Cao, Anton Deguet, Russell H. Taylor, Qi Dou
Integrating Artificial Intelligence and Augmented Reality in Robotic Surgery: An Initial dVRK Study Using a Surgical Education Scenario. CoRR (2022)
Kai Chen, Stephen James, Congying Sui, Yun-Hui Liu, Pieter Abbeel, Qi Dou
StereoPose: Category-Level 6D Transparent Object Pose Estimation from Stereo Images via Back-View NOCS. CoRR (2022)
Cheng Chen, Qi Dou, Yueming Jin, Quande Liu, Pheng-Ann Heng
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation. IEEE Trans. Medical Imaging 41 (3) (2022)
Kai Chen, Rui Cao, Stephen James, Yichuan Li, Yun-Hui Liu, Pieter Abbeel, Qi Dou
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking. ECCV (39) (2022)
Kai Chen, Rui Cao, Stephen James, Yichuan Li, Yun-Hui Liu, Pieter Abbeel, Qi Dou
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin-picking. CoRR (2022)
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
Tackling Long-Tailed Category Distribution Under Domain Shifts. ECCV (23) (2022)
Hongbin Lin, Qian Gao, Xiangyu Chu, Qi Dou, Anton Deguet, Peter Kazanzides, K. W. Samuel Au
Learning Deep Nets for Gravitational Dynamics with Unknown Disturbance through Physical Knowledge Distillation: Initial Feasibility Study. CoRR (2022)
Youtan Yin, Hongzheng Yang, Quande Liu, Meirui Jiang, Cheng Chen, Qi Dou, Pheng-Ann Heng
Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning. BrainLes@MICCAI (2) (2021)
Jiaze Wang, Kai Chen, Qi Dou
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks. IROS (2021)
Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. CoRR (2021)
Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-based Stereoscopic Depth Perception. CoRR (2021)
Xiaojie Gao, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng
Future Frame Prediction for Robot-Assisted Surgery. IPMI (2021)
Ruofeng Wei, Bin Li, Hangjie Mo, Bo Lu, Yonghao Long, Bohan Yang, Qi Dou, Yunhui Liu, Dong Sun
Stereo Dense Scene Reconstruction and Accurate Laparoscope Localization for Learning-Based Navigation in Robot-Assisted Surgery. CoRR (2021)
Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. CoRR (2021)
Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling. CoRR (2021)
Yi-Jie Huang, Qi Dou, Zi-Xian Wang, Li-Zhi Liu, Ying Jin, Chao-Feng Li, Lisheng Wang, Hao Chen, Rui-Hua Xu
3-D RoI-Aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation. IEEE Trans. Cybern. 51 (11) (2021)
Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space. CoRR (2021)
Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. CoRR (2021)
Yue Sun, Kun Gao, Zhengwang Wu, Guannan Li, Xiaopeng Zong, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett A. Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Dinggang Shen, Gang Li, Li Wang
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge. IEEE Trans. Medical Imaging 40 (5) (2021)
Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
Accurate Grid Keypoint Learning for Efficient Video Prediction. IROS (2021)
Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment. IROS (2021)
Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video. CoRR (2021)
Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling. MICCAI (5) (2021)
Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. MICCAI (3) (2021)
Meirui Jiang, Xiaofei Zhang, Michael Kamp, Xiaoxiao Li, Qi Dou
TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning. CoRR (2021)
Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng
Temporal Memory Relation Network for Workflow Recognition from Surgical Video. CoRR (2021)
Yonghao Long, Jie Ying Wu, Bo Lu, Yueming Jin, Mathias Unberath, Yun-Hui Liu, Pheng-Ann Heng, Qi Dou
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery. ICRA (2021)
Zixu Zhao, Yueming Jin, Junming Chen, Bo Lu, Chi-Fai Ng, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos. Medical Image Anal. 74 (2021)
Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. ICLR (2021)
Kai Chen, Qi Dou
SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation. ICCV (2021)
Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space. CVPR (2021)
Bin Li, Bo Lu, Yiang Lu, Qi Dou, Yun-Hui Liu
Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception. ICRA (2021)
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng
Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition. Medical Image Anal. 73 (2021)
Xiaojie Gao, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng
Future Frame Prediction for Robot-assisted Surgery. CoRR (2021)
Xiaowen Kong, Yueming Jin, Qi Dou, Ziyi Wang, Zerui Wang, Bo Lu, Erbao Dong, Yun-Hui Liu, Dong Sun
Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation. Int. J. Comput. Assist. Radiol. Surg. 16 (9) (2021)
Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning. CoRR (2021)
Jiaqi Xu, Bin Li, Bo Lu, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng
SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning. IROS (2021)
Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer. MICCAI (4) (2021)
Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng
Accurate Grid Keypoint Learning for Efficient Video Prediction. CoRR (2021)
Jiaze Wang, Kai Chen, Qi Dou
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks. CoRR (2021)
Hongbin Lin, Qian Gao, Xiangyu Chu, Qi Dou, Anton Deguet, Peter Kazanzides, K. W. Samuel Au
Learning Deep Nets for Gravitational Dynamics With Unknown Disturbance Through Physical Knowledge Distillation: Initial Feasibility Study. IEEE Robotics Autom. Lett. 6 (2) (2021)
Cristian A. Linte, Elvis C. S. Chen, Simon Drouin, Marta Kersten-Oertel, Ziv Yaniv, Daniel A. Hashimoto, Qi Dou, Xiongbiao Luo, A. Jonathan McLeod, Duygu Sarikaya
Special issue on 2020 augmented environments for computer-assisted interventions (AE-CAI): guest editors' foreword. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (3) (2021)
Caizi Li, Li Dong, Qi Dou, Fan Lin, Kebao Zhang, Zuxin Feng, Weixin Si, Xuesong Deng, Zhe Deng, Pheng-Ann Heng
Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, Pheng-Ann Heng
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation. CoRR (2021)
Xiaojie Gao, Yueming Jin, Yong-Hao Long, Qi Dou, Pheng-Ann Heng
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer. CoRR (2021)
Meirui Jiang, Zirui Wang, Qi Dou
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images. CoRR (2021)
Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-Based Stereoscopic Depth Perception. MICCAI (4) (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Mamoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-Surgical Anastomose Workflow recognition challenge report. CoRR (2021)
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin
MIcro-surgical anastomose workflow recognition challenge report. Comput. Methods Programs Biomed. 212 (2021)
Xueying Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment. CoRR (2021)
Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng
Temporal Memory Relation Network for Workflow Recognition From Surgical Video. IEEE Trans. Medical Imaging 40 (7) (2021)
Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video. ICRA (2021)

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Publication Activity (10 Years)

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Qi Dou