Harmonizing Flows: Leveraging normalizing flows for unsupervised and
source-free MRI harmonization

Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization

22 July 2024

Gregory A. Lodygensky

Chris L Adamson

Deanne K. Thompson

Jeanie L. Y. Cheong

Peter J. Anderso

Christian Desrosiers

Jose Dolz

Papers citing "Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization"

12 / 12 papers shown

Title
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints Balamurali Murugesan Sukesh Adiga Vasudeva Bingyuan Liu H. Lombaert Ismail Ben Ayed Jose Dolz UQCV 85 5 0 25 Jan 2024
HACA3: A Unified Approach for Multi-site MR Image Harmonization Lianrui Zuo Yihao Liu Yuan Xue Blake E. Dewey Samuel W. Remedios ... S. Newsome P. Calabresi Susan M. Resnick Jerry L. Prince A. Carass MedIm 29 23 0 12 Dec 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Jindong Wang Xingxu Xie Yue Zhang 44 115 0 12 Aug 2022
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Ziyuan Zhao Kaixin Xu Shumeng Li Zeng Zeng Cuntai Guan OOD 31 44 0 23 Mar 2022
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 144 68 0 06 Aug 2021
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows Denis A. Gudovskiy Shun Ishizaka Kazuki Kozuka 48 400 0 27 Jul 2021
MoFlow: An Invertible Flow Model for Generating Molecular Graphs Chengxi Zang Fei Wang BDL 78 289 0 17 Jun 2020
Noise Flow: Noise Modeling with Conditional Normalizing Flows A. Abdelhamed Marcus A. Brubaker M. S. Brown 25 174 0 22 Aug 2019
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 149 3,110 0 09 Jul 2018
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 49 478 0 28 Dec 2016
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J. Dolz Christian Desrosiers Ismail Ben Ayed 3DV 39 364 0 12 Dec 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 252 8,999 0 10 Jun 2016

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