CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation

Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders

(2020) Pierre-Henri Conze et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Abdominal multi-organ auto-segmentation using 3D-patch-based deep convolutional neural network

(2020) Hojin Kim et al.   Scientific Reports

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review

(2019) Juan J. Cerrolaza et al.   MEDICAL IMAGE ANALYSIS

Comparison of semi-automatic and deep learning based automatic methods for liver segmentation in living liver transplant donors

(2019) A. Emre Kavur et al.   Diagnostic and Interventional Radiology

NiftyNet: a deep-learning platform for medical imaging

(2018) Eli Gibson et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Why rankings of biomedical image analysis competitions should be interpreted with care

(2018) Lena Maier-Hein et al.   Nature Communications

Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

(2017) Justin Guinney et al.   LANCET ONCOLOGY

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

20th anniversary of the Medical Image Analysis journal (MedIA)

(2016)   MEDICAL IMAGE ANALYSIS

Assessing splenic enlargement on CT by unidimensional measurement changes in patients with colorectal liver metastases

(2015) Breanna J. Joiner et al.   ABDOMINAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Assessing Splenomegaly

(2013) Marius George Linguraru et al.   ACADEMIC RADIOLOGY

The “Peeking” Effect in Supervised Feature Selection on Diffusion Tensor Imaging Data

(2013) S. Diciotti et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

The Virtual Skeleton Database: An Open Access Repository for Biomedical Research and Collaboration

(2013) Michael Kistler et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Integrating Segmentation Methods From Different Tools Into a Visualization Program Using an Object-Based Plug-In Interface

(2010) Felix Fischer et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Pitfalls of supervised feature selection

(2009) Pawel Smialowski et al.   BIOINFORMATICS

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

(2009) T. Heimann et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MRI Artifact Reduction and Quality Improvement in the Upper Abdomen with PROPELLER and Prospective Acquisition Correction (PACE) Technique

(2008) Yuusuke Hirokawa et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Imaging evaluation of potential donors in living-donor liver transplantation

(2008) G. Low et al.   CLINICAL RADIOLOGY