Qi Dou
Active 2015–2026
- 364
- Papers
- 30,194
- Citations
- 71
- h-index
- 190
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science45.4%
- Medicine37.4%
- Engineering7.2%
- Neuroscience3.7%
- Biochemistry, Genetics and Molecular Biology2.2%
- Physics and Astronomy1.2%
- Other2.9%
Topics
- AI in cancer detection11.4%
- Radiomics and Machine Learning in Medical Imaging9.1%
- Advanced Neural Network Applications5.7%
- COVID-19 diagnosis using AI5%
- Medical Image Segmentation Techniques4.3%
- Brain Tumor Detection and Classification3%
- Other61.5%
Coauthors
- Pheng-Ann Heng114
- Hao Chen54
- Yueming Jin42
- Jing Qin41
- Kai Chen38
- Yonghao Long38
- Yun-Hui Liu29
- Cheng Chen25
- Meirui Jiang24
- Ben Glocker23
- Lequan Yu19
- Bo Lu16
- Quande Liu16
- Bin Li15
- Shizhan Gong14
- Xiaoxiao Li14
- Aasa Feragen13
- Karim Lekadir13
- Chi-Wing Fu12
- Ruofeng Wei12
- Xiaofan Zhang12
- Yunhui Liu12
- Zhao Wang12
- Julia A. Schnabel11
All papers
- Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Authors: Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest, Bram van Ginneken, Nico Karssemeijer, Geert Litjens, Jeroen van der Laak, Meyke Hermsen, Quirine F. Manson, Maschenka Balkenhol, Oscar Geessink, Nikolas Stathonikos, Marcory CRF van Dijk, Peter Bult, Francisco Beça, Andrew H. Beck, Dayong Wang, Aditya Khosla, Rishab Gargeya, Humayun Irshad, Aoxiao Zhong, Qi Dou, Quanzheng Li, Hao Chen, Huangjing Lin, Pheng‐Ann Heng, Christian Haß, Elia Bruni, Q. K. Wong, Uğur Halıcı, Mustafa Ümit Öner, Rengül Çetin-Atalay, Matt Berseth, Vitali Khvatkov, Alexei Vylegzhanin, Oren Kraus, Muhammad Shaban, Nasir Rajpoot, Ruqayya Awan, Korsuk Sirinukunwattana, Talha Qaiser, Yee‐Wah Tsang, David Tellez, Jonas Annuscheit, Peter Hufnagl, Mira Valkonen, Kimmo Kartasalo, Leena Latonen, Pekka Ruusuvuori, Kaisa Liimatainen, Shadi Albarqouni, Bharti Mungal, Ami George, Stefanie Demirci, Nassir Navab, Seiryo Watanabe, Shigeto Seno, Yoichi Takenaka, Hideo Matsuda, Hady Ahmady Phoulady, Vassili Kovalev, Alexander Kalinovsky, Vitali Liauchuk, Gloria Bueno, M. Milagro Fernández-Carrobles, Ismael Serrano, Óscar Déniz, Daniel Racoceanu, Rui Venâncio - JAMA 2017 cited by 3,297
- The Liver Tumor Segmentation Benchmark (LiTS)
Authors: Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren and 9 more - Medical Image Analysis, Medical Image Anal. 2022 cited by 1,164
- Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Authors: Arnaud A. A. Setio, Alberto Traverso, Thomas de Bel, Moira S.N. Berens, Cas van den Bogaard, P. Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng‐Ann Heng, Bart Jansen, Michael M.J. de Kaste, В. М. Котов, Jack Yu-Hung Lin, Jeroen T.M.C. Manders, Alexander Sóñora-Mengana, Juan Carlos García Naranjo, Evgenia Papavasileiou, Mathias Prokop, M. Saletta, Cornelia Schaefer‐Prokop, Ernst T. Scholten, Luuk Scholten, Miranda Snoeren, E. López Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido Zuidhof, Bram van Ginneken, Colin Jacobs - Medical Image Analysis, Medical Image Anal. 2017 cited by 1,332
- FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Authors: Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou - ICLR 2021 cited by 1,241
- Federated learning enables big data for rare cancer boundary detection
Authors: Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina, Patrick Foley, А. Д. Груздев, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Kickingereder, Gianluca Brugnara, Chandrakanth Jayachandran Preetha, Felix Sahm, Klaus Maier‐Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier Villanueva‐Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John W. Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balañá, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, Joseph S. Lombardo, Joshua D. Palmer, Adam E. Flanders, Adam P. Dicker, Haris I. Sair, Craig Jones, Archana Venkataraman, Meirui Jiang, Tiffany Y. So, Cheng Chen, Pheng‐Ann Heng, Qi Dou, Michal Kozubek, Filip Lux, Jan Michálek, Petr Matula, Miloš Keřkovský, Tereza Kopřivová, Marek Dostál, Václav Vybíhal, Michael A. Vogelbaum, J. Ross Mitchell, Joaquim M. Farinhas, Joseph A. Maldjian, Chandan Ganesh Bangalore Yogananda, Marco C. Pinho, Divya Reddy, James Holcomb, Benjamin Wagner, Benjamin M. Ellingson, Timothy F. Cloughesy, Catalina Raymond, Talia C. Oughourlian, Akifumi Hagiwara, Chencai Wang, Minh‐Son To, Sargam Bhardwaj, Chee Chong, Marc Agzarian, Alexandre X. Falcão, Samuel Botter Martins, Bernardo Corrêa de Almeida Teixeira, F Sprenger, David Menotti, Diego Rafael Lucio, Pamela LaMontagne, Daniel S. Marcus, Benedikt Wiestler, Florian Kofler, Ivan Ezhov, Marie Metz and 179 more - Nature Communications 2022 cited by 340
- Any-point Trajectory Modeling for Policy Learning
Authors: Chuan Wen, Xingyu Lin, John Ian Reyes So, Kai Chen, Qi Dou, Yang Gao, Pieter Abbeel - Robotics: Science and Systems XX 2024 cited by 153
- Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
Authors: Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2016 cited by 1,139
- MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data
Authors: Quande Liu, Qi Dou, Lequan Yu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2020 cited by 286
- Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model
Authors: Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2020 cited by 280
- Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis
Authors: Xi Wang, Hao Chen, Caixia Gan, Huangjing Lin, Qi Dou, Efstratios Tsougenis, Qitao Huang, Muyan Cai, Pheng-Ann Heng - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2019 cited by 407
- Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery
Authors: Yuehao Wang, Yonghao Long, Siu Hin Fan, Qi Dou - Lecture notes in computer science, MICCAI (8) 2022 cited by 148
- VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images
Authors: Hao Chen, Qi Dou, Lequan Yu, Jing Qin, Pheng-Ann Heng - NeuroImage 2017 cited by 791
- MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images
Authors: Simon Graham, Hao Chen, Jevgenij Gamper, Qi Dou, Pheng-Ann Heng, David R. J. Snead, Yee-Wah Tsang, Nasir M. Rajpoot - Medical Image Analysis, Medical Image Anal. 2018 cited by 334
- SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation
Authors: Kai Chen, Qi Dou - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 cited by 149
- HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
Authors: Meirui Jiang, Zirui Wang, Qi Dou - AAAI Conference on Artificial Intelligence 2022 cited by 155
- 3D deeply supervised network for automated segmentation of volumetric medical images
Authors: Qi Dou, Lequan Yu, Hao Chen, Yueming Jin, Xin Yang, Jing Qin, Pheng-Ann Heng - Medical Image Analysis, Medical Image Anal. 2017 cited by 631
- SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network
Authors: Yueming Jin, Qi Dou, Hao Chen, Lequan Yu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2017 cited by 318
- 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Authors: Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou - Medical Image Analysis, Medical Image Anal. 2024 cited by 94
- Autonomous environment-adaptive microrobot swarm navigation enabled by deep learning-based real-time distribution planning
Authors: Lidong Yang, Jialin Jiang, Xiaojie Gao, Qinglong Wang, Qi Dou, Li Zhang - Nature Machine Intelligence, Nat. Mach. Intell. 2022 cited by 227
- The Liver Tumor Segmentation Benchmark (LiTS)
Authors: Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev‐Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivantik, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan S. Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Míriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi‐Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Gruen, Xu Han, Pheng‐Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul F. Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae Hun Kim, Sungwoong Kim, Simon Köhl, Tomasz Konopczyński, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John Lowengrub, Jun Ma, Klaus Maier‐Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Qi Jin, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasúa, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon C.H. Yu, Yading Yuan, Miao Yu, Liping Zhang, M. Jorge Cardoso, Spyridon Bakas, Rickmer Braren and 9 more - CoRR 2019 cited by 360
- Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Authors: Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus R. Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng-Ann Heng - npj Digital Medicine, npj Digit. Medicine 2021 cited by 272
- DCAN: Deep contour-aware networks for object instance segmentation from histology images
Authors: Hao Chen, Xiaojuan Qi, Lequan Yu, Qi Dou, Jing Qin, Pheng-Ann Heng - Medical Image Analysis, Medical Image Anal. 2016 cited by 512
- Learning With Privileged Multimodal Knowledge for Unimodal Segmentation
Authors: Cheng Chen, Qi Dou, Yueming Jin, Quande Liu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2021 cited by 104
- CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
Authors: Zhao Wang, Aoxue Li, Enze Xie, Lingting Zhu, Yong Guo, Qi Dou, Zhenguo Li - arXiv (Cornell University), CoRR 2024 cited by 63
