Memory-efficient GAN-based domain translation of high resolution 3D medical images

Medical Image Synthesis with Deep Convolutional Adversarial Networks

(2018) Dong Nie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

(2018) Guang Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Unsupervised pathology detection in medical images using conditional variational autoencoders

(2018) Hristina Uzunova et al.   International Journal of Computer Assisted Radiology and Surgery

Random forest regression for magnetic resonance image synthesis

(2017) Amod Jog et al.   MEDICAL IMAGE ANALYSIS

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

(2016) Oscar Jimenez-del-Toro et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A reference dataset for deformable image registration spatial accuracy evaluation using the COPDgene study archive

(2013) Richard Castillo et al.   PHYSICS IN MEDICINE AND BIOLOGY

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Effects of CT Section Thickness and Reconstruction Kernel on Emphysema Quantification

(2009) David S. Gierada et al.   ACADEMIC RADIOLOGY

Construction of a 3D probabilistic atlas of human cortical structures

(2007) David W. Shattuck et al.   NEUROIMAGE