Continual Learning for Domain Adaptation in Chest X-ray Classification

16 January 2020

Papers citing "Continual Learning for Domain Adaptation in Chest X-ray Classification"

36 / 36 papers shown

Title
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 77 0 0 16 Oct 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 132 0 0 14 Sep 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 108 1 0 22 Jul 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi Jamil Fayyad Alceu Bissoto Ghassan Hamarneh Rafeef Garbi CLL 78 4 0 11 Jul 2024
Fairness Evolution in Continual Learning for Medical Imaging Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto OOD 114 1 0 10 Apr 2024
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto CLL 84 2 0 10 Apr 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 117 2 0 31 Jan 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 116 11 0 28 Dec 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 93 12 0 10 Oct 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Yanyan Huang Weiqin Zhao Shujun Wang Yu Fu Yuming Jiang Lequan Yu CLL 130 19 0 25 Aug 2023
A Continual Learning Approach for Cross-Domain White Blood Cell Classification Ario Sadafi Raheleh Salehi A. Gruber Sayedali Shetab Boushehri Pascal Giehr Nassir Navab Carsten Marr VLM CLL 35 4 0 24 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 96 2 0 23 Aug 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 93 29 0 18 Jul 2023
MLHOps: Machine Learning for Healthcare Operations Kristoffer Larsen Vallijah Subasri A. Krishnan Cláudio Tinoco Mesquita Diana Paez Laleh Seyyed-Kalantari Amalia Peix LM&MA AI4TS VLM 64 2 0 04 May 2023
Few-shot Class-incremental Learning for Cross-domain Disease Classification Han Yang Weijian Huang Jiarun Liu Cheng Li Shanshan Wang CLL 66 4 0 12 Apr 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 80 12 0 03 Jan 2023
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing Marco Schreyer Hamed Hemati Damian Borth M. Vasarhelyi FedML 91 3 0 26 Oct 2022
Continual Learning for Tumor Classification in Histopathology Images Veena Kaustaban Qinle Ba Ipshita Bhattacharya N. Sobh Satarupa Mukherjee James J. Martin Mohammad Saleh Miri Christoph Gütter Amal Chaturvedi OOD 72 7 0 07 Aug 2022
Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach Qingqiao Hu Hongwei Bran Li Jianguo Zhang OOD 108 12 0 02 Jul 2022
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data Joceline Ziegler Bjarne Pfitzner H. Schulz A. Saalbach B. Arnrich FedML 59 17 0 06 May 2022
LifeLonger: A Benchmark for Continual Disease Classification Mohammad Mahdi Derakhshani Ivona Najdenkoska Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring Cees G. M. Snoek 61 31 0 12 Apr 2022
Re-examining Distillation For Continual Object Detection Eli Verwimp Kuo Yang Sarah Parisot Hong Lanqing Jingyu Sun Eduardo Pérez-Pellitero Matthias De Lange Tinne Tuytelaars VLM 111 6 0 04 Apr 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 195 707 0 24 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 66 16 0 04 Jan 2022
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics Matthias Perkonigg J. Hofmanninger Christian Herold H. Prosch Georg Langs OOD 49 6 0 25 Nov 2021
Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Marius Memmel Camila González Anirban Mukhopadhyay CLL OOD MedIm 82 18 0 19 Jul 2021
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition Matthias Perkonigg J. Hofmanninger Georg Langs MedIm OOD 62 16 0 07 Jun 2021
Online Coreset Selection for Rehearsal-based Continual Learning Jaehong Yoon Divyam Madaan Eunho Yang Sung Ju Hwang CLL 103 145 0 02 Jun 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 124 329 0 15 Mar 2021
Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation A. Dubey M. T. Young Christopher Stanley D. Lunga Jacob D. Hinkle OOD 67 5 0 19 Dec 2020
What is Wrong with Continual Learning in Medical Image Segmentation? Camila González Nick Lemke G. Sakas Anirban Mukhopadhyay CLL 53 31 0 21 Oct 2020
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT K. Yan Jinzheng Cai Youjing Zheng Adam P. Harrison D. Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lu 140 87 0 05 Sep 2020
Continual Class Incremental Learning for CT Thoracic Segmentation Abdelrahman Elskhawy Aneta Lisowska Matthias Keicher Josep Henry Paul Thomson Nassir Navab CLL 52 7 0 12 Aug 2020
Unsupervised Domain Adaptation in the Absence of Source Data Roshni Sahoo Divya Shanmugam John Guttag OOD 78 18 0 20 Jul 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 89 79 0 06 Jun 2020
CLOPS: Continual Learning of Physiological Signals Dani Kiyasseh T. Zhu David Clifton 65 7 0 20 Apr 2020