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Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery



Yuehao Wang , Yonghao Long , Siu Hin Fan , Qi Dou

* 11 pages, 4 figures, conference 

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Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary



Quande Liu , Cheng Chen , Qi Dou , Pheng-Ann Heng

* Accepted to AAAI 2022 

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Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance



Meirui Jiang , Hongzheng Yang , Xiaoxiao Li , Quande Liu , Pheng-Ann Heng , Qi Dou

* Early accepted by 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'22) 

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DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images



Hongzheng Yang , Cheng Chen , Meirui Jiang , Quande Liu , Jianfeng Cao , Pheng Ann Heng , Qi Dou


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Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training



Cheng Xue , Lequan Yu , Pengfei Chen , Qi Dou , Pheng-Ann Heng


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Federated Learning Enables Big Data for Rare Cancer Boundary Detection



Sarthak Pati , Ujjwal Baid , Brandon Edwards , Micah Sheller , Shih-Han Wang , G Anthony Reina , Patrick Foley , Alexey Gruzdev , Deepthi Karkada , Christos Davatzikos , Chiharu Sako , Satyam Ghodasara , Michel Bilello , Suyash Mohan , Philipp Vollmuth , Gianluca Brugnara , Chandrakanth J Preetha , Felix Sahm , Klaus Maier-Hein , Maximilian Zenk , Martin Bendszus , Wolfgang Wick , Evan Calabrese , Jeffrey Rudie , Javier Villanueva-Meyer , Soonmee Cha , Madhura Ingalhalikar , Manali Jadhav , Umang Pandey , Jitender Saini , John Garrett , Matthew Larson , Robert Jeraj , Stuart Currie , Russell Frood , Kavi Fatania , Raymond Y Huang , Ken Chang , Carmen Balana , Jaume Capellades , Josep Puig , Johannes Trenkler , Josef Pichler , Georg Necker , Andreas Haunschmidt , Stephan Meckel , Gaurav Shukla , Spencer Liem , Gregory S Alexander , Joseph Lombardo , Joshua D Palmer , Adam E Flanders , Adam P Dicker , Haris I Sair , Craig K 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 Farinhas , Joseph A Maldjian , Chandan Ganesh Bangalore Yogananda , Marco C Pinho , Divya Reddy , James Holcomb , Benjamin C Wagner , Benjamin M Ellingson , Timothy F Cloughesy , Catalina Raymond , Talia Oughourlian , Akifumi Hagiwara , Chencai Wang , Minh-Son To , Sargam Bhardwaj , Chee Chong , Marc Agzarian , Alexandre Xavier Falcão , Samuel B Martins , Bernardo C A Teixeira , Flávia Sprenger , David Menotti , Diego R Lucio , Pamela LaMontagne , Daniel Marcus , Benedikt Wiestler , Florian Kofler , Ivan Ezhov , Marie Metz , Rajan Jain , Matthew Lee , Yvonne W Lui , Richard McKinley , Johannes Slotboom , Piotr Radojewski , Raphael Meier , Roland Wiest , Derrick Murcia , Eric Fu , Rourke Haas , John Thompson , David Ryan Ormond , Chaitra Badve , Andrew E Sloan , Vachan Vadmal , Kristin Waite , Rivka R Colen , Linmin Pei , Murat Ak , Ashok Srinivasan , J Rajiv Bapuraj , Arvind Rao , Nicholas Wang , Ota Yoshiaki , Toshio Moritani , Sevcan Turk , Joonsang Lee , Snehal Prabhudesai , Fanny Morón , Jacob Mandel , Konstantinos Kamnitsas , Ben Glocker , Luke V M Dixon , Matthew Williams , Peter Zampakis , Vasileios Panagiotopoulos , Panagiotis Tsiganos , Sotiris Alexiou , Ilias Haliassos , Evangelia I Zacharaki , Konstantinos Moustakas , Christina Kalogeropoulou , Dimitrios M Kardamakis , Yoon Seong Choi , Seung-Koo Lee , Jong Hee Chang , Sung Soo Ahn , Bing Luo , Laila Poisson , Ning Wen , Pallavi Tiwari , Ruchika Verma , Rohan Bareja , Ipsa Yadav , Jonathan Chen , Neeraj Kumar , Marion Smits , Sebastian R van der Voort , Ahmed Alafandi , Fatih Incekara , Maarten MJ Wijnenga , Georgios Kapsas , Renske Gahrmann , Joost W Schouten , Hendrikus J Dubbink , Arnaud JPE Vincent , Martin J van den Bent , Pim J French , Stefan Klein , Yading Yuan , Sonam Sharma , Tzu-Chi Tseng , Saba Adabi , Simone P Niclou , Olivier Keunen , Ann-Christin Hau , Martin Vallières , David Fortin , Martin Lepage , Bennett Landman , Karthik Ramadass , Kaiwen Xu , Silky Chotai , Lola B Chambless , Akshitkumar Mistry , Reid C Thompson , Yuriy Gusev , Krithika Bhuvaneshwar , Anousheh Sayah , Camelia Bencheqroun , Anas Belouali , Subha Madhavan , Thomas C Booth , Alysha Chelliah , Marc Modat , Haris Shuaib , Carmen Dragos , Aly Abayazeed , Kenneth Kolodziej , Michael Hill , Ahmed Abbassy , Shady Gamal , Mahmoud Mekhaimar , Mohamed Qayati , Mauricio Reyes , Ji Eun Park , Jihye Yun , Ho Sung Kim , Abhishek Mahajan , Mark Muzi , Sean Benson , Regina G H Beets-Tan , Jonas Teuwen , Alejandro Herrera-Trujillo , Maria Trujillo , William Escobar , Ana Abello , Jose Bernal , Jhon Gómez , Joseph Choi , Stephen Baek , Yusung Kim , Heba Ismael , Bryan Allen , John M Buatti , Aikaterini Kotrotsou , Hongwei Li , Tobias Weiss , Michael Weller , Andrea Bink , Bertrand Pouymayou , Hassan F Shaykh , Joel Saltz , Prateek Prasanna , Sampurna Shrestha , Kartik M Mani , David Payne , Tahsin Kurc , Enrique Pelaez , Heydy Franco-Maldonado , Francis Loayza , Sebastian Quevedo , Pamela Guevara , Esteban Torche , Cristobal Mendoza , Franco Vera , Elvis Ríos , Eduardo López , Sergio A Velastin , Godwin Ogbole , Dotun Oyekunle , Olubunmi Odafe-Oyibotha , Babatunde Osobu , Mustapha Shu'aibu , Adeleye Dorcas , Mayowa Soneye , Farouk Dako , Amber L Simpson , Mohammad Hamghalam , Jacob J Peoples , Ricky Hu , Anh Tran , Danielle Cutler , Fabio Y Moraes , Michael A Boss , James Gimpel , Deepak Kattil Veettil , Kendall Schmidt , Brian Bialecki , Sailaja Marella , Cynthia Price , Lisa Cimino , Charles Apgar , Prashant Shah , Bjoern Menze , Jill S Barnholtz-Sloan , Jason Martin , Spyridon Bakas

* federated learning, deep learning, convolutional neural network, segmentation, brain tumor, glioma, glioblastoma, FeTS, BraTS 

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IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation



Meirui Jiang , Hongzheng Yang , Chen Cheng , Qi Dou

* Submitted to IEEE TMI special issue on federated learning for medical imaging 

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Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin-picking



Kai Chen , Rui Cao , Stephen James , Yichuan Li , Yun-Hui Liu , Pieter Abbeel , Qi Dou

* 25 pages, 16 figures, Project homepage: www.cse.cuhk.edu.hk/~kaichen/sim2real_pose.html 

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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



Wenao Ma , Shuang Zheng , Lei Zhang , Huimao Zhang , Qi Dou


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Robotic Surgery Remote Mentoring via AR with 3D Scene Streaming and Hand Interaction



Yonghao Long , Chengkun Li , Qi Dou


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