Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

Autoencoder based self-supervised test-time adaptation for medical image analysis

(2021) Yufan He et al.   MEDICAL IMAGE ANALYSIS

Scanner invariant representations for diffusion MRI harmonization

(2020) Daniel Moyer et al.   MAGNETIC RESONANCE IN MEDICINE

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners

(2020) Rafael Garcia-Dias et al.   NEUROIMAGE

Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization

(2020) Shuo Han et al.   NEUROIMAGE

SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning

(2020) Can Zhao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DeepHarmony: A deep learning approach to contrast harmonization across scanner changes

(2019) Blake E. Dewey et al.   MAGNETIC RESONANCE IMAGING

3D whole brain segmentation using spatially localized atlas network tiles

(2019) Yuankai Huo et al.   NEUROIMAGE

Distributed deep learning across multisite datasets for generalized CT hemorrhage segmentation

(2019) Samuel W. Remedios et al.   MEDICAL PHYSICS

Disentangled representation learning in cardiac image analysis

(2019) Agisilaos Chartsias et al.   MEDICAL IMAGE ANALYSIS

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

(2019) Raymond Pomponio et al.   NEUROIMAGE

Harmonization of multi-site diffusion tensor imaging data

(2017) Jean-Philippe Fortin et al.   NEUROIMAGE

MR image synthesis by contrast learning on neighborhood ensembles

(2015) Amod Jog et al.   MEDICAL IMAGE ANALYSIS

Magnetic Resonance Image Example-Based Contrast Synthesis

(2013) Snehashis Roy et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism

(2013) A Di Martino et al.   MOLECULAR PSYCHIATRY

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Longitudinal changes in cortical thickness associated with normal aging

(2010) Madhav Thambisetty et al.   NEUROIMAGE