Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic
Review

Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review

2 February 2021

Juan Miguel Valverde

A. Abdollahzadeh

Riccardo De Feo

Papers citing "Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review"

9 / 9 papers shown

Title
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models Fatima Haimour Rizik Al-Sayyed W. Mahafza Omar Sultan Al-Kadi DiffM MedIm 37 1 0 21 Jan 2025
DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images Michael Götz C. Weber F. Binczyk Joanna Polańska R. Tarnawski B. Bobek-Billewicz Ullrich Kothe Jens Kleesiek B. Stieltjes Klaus H. Maier-Hein 151 82 0 12 Mar 2024
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy Bashir Kazimi Karina Ruzaeva Stefan Sandfeld 43 5 0 28 Feb 2024
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models Umang Gupta Tamoghna Chattopadhyay Nikhil J. Dhinagar Paul M. Thompson Greg Ver Steeg The Alzheimer’s Disease Neuroimaging Initiative MedIm 49 7 0 02 Mar 2023
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 26 38 0 17 Nov 2022
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Juan Miguel Valverde Artem Shatillo Jussi Tohka AAML 34 5 0 27 Sep 2022
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 50 533 0 18 Feb 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 490 11,727 0 09 Mar 2017
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 111 231 0 03 Mar 2017