Unsupervised Deep Learning for Bayesian Brain MRI Segmentation

25 April 2019

Juan Eugenio Iglesias

OOD

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Papers citing "Unsupervised Deep Learning for Bayesian Brain MRI Segmentation"

29 / 29 papers shown

Title
Combining Radiomics and Machine Learning Approaches for Objective ASD Diagnosis: Verifying White Matter Associations with ASD Junlin Song Yuzhuo Chen Yuan Yao Zetong Chen Renhao Guo ... Xinyi Sui Qihang Wang Xijiao Li Aihua Cao Wei Li AI4CE 22 0 0 25 May 2024
Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI M. French G. M. Talou T. B. Gamage M. P. Nash P. Nielsen A. J. Doyle Juan Eugenio Iglesias Yael Balbastre Sean I. Young MedIm 29 1 0 24 Sep 2023
Neuralizer: General Neuroimage Analysis without Re-Training Steffen Czolbe H. Dickinson OOD 38 12 0 04 May 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Haoyu Ma Xiangru Lin Yizhou Yu 139 14 0 03 Jan 2023
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 26 2 0 23 Dec 2022
Secure & Private Federated Neuroimaging Dimitris Stripelis Umang Gupta Hamza Saleem Nikhil J. Dhinagar Tanmay Ghai ... Greg Ver Steeg Srivatsan Ravi Muhammad Naveed Paul M. Thompson J. Ambite FedML OOD 19 2 0 11 May 2022
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 13 27 0 24 Apr 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian V. Dalca 28 38 0 30 Mar 2022
Segmentation of 2D Brain MR Images A. R. Bajwa 3DV 11 0 0 05 Nov 2021
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Devavrat Tomar Behzad Bozorgtabar M. Lortkipanidze Guillaume Vray Mohammad Saeed Rad Jean-Philippe Thiran 17 19 0 05 Oct 2021
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 18 6 0 26 Aug 2021
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris TTA 30 8 0 26 Aug 2021
Weakly Supervised Volumetric Image Segmentation with Deformed Templates Udaranga Wickramasinghe Patrick M. Jensen Mian Akbar Shah Jiancheng Yang Pascal Fua 3DPC 21 6 0 07 Jun 2021
An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease Abbas Raza Ali M. Budka 13 5 0 29 Apr 2021
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation Hong-Yu Zhou Hualuo Liu Shilei Cao Dong Wei Chi-Ken Lu Yizhou Yu Kai Ma Yefeng Zheng 11 7 0 30 Mar 2021
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma Xiangru Lin Zifeng Wu Yizhou Yu 9 70 0 24 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 23 53 0 09 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 16 19 0 05 Mar 2021
Learning to Predict with Supporting Evidence: Applications to Clinical Risk Prediction Aniruddh Raghu John Guttag K. Young E. Pomerantsev Adrian V. Dalca Collin M. Stultz 9 9 0 04 Mar 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 19 29 0 18 Dec 2020
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 19 37 0 17 Nov 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 13 17 0 28 Jun 2020
An Auto-Encoder Strategy for Adaptive Image Segmentation Evan M. Yu Juan Eugenio Iglesias Adrian V. Dalca M. Sabuncu 15 13 0 29 Apr 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian V. Dalca Juan Eugenio Iglesias 16 35 0 21 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 13 162 0 09 Apr 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian V. Dalca 13 76 0 04 Mar 2020
Artificial Intelligence in Glioma Imaging: Challenges and Advances Weina Jin M. Fatehi Kumar Abhishek Mayur Mallya B. Toyota Ghassan Hamarneh 23 42 0 28 Nov 2019
A Tool for Super-Resolving Multimodal Clinical MRI Mikael Brudfors Yael Balbastre P. Nachev John Ashburner 11 11 0 03 Sep 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 25 192 0 18 Dec 2018