BIAS: Transparent reporting of biomedical image analysis challenges

Alternative models for sharing confidential biomedical data

(2018) Justin Guinney et al.   NATURE BIOTECHNOLOGY

Deep learning based tissue analysis predicts outcome in colorectal cancer

(2018) Dmitrii Bychkov et al.   Scientific Reports

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

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

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

Working toward precision medicine: Predicting phenotypes from exomes in the Critical Assessment of Genome Interpretation (CAGI) challenges

(2017) Roxana Daneshjou et al.   HUMAN MUTATION

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge

(2017) Guoyan Zheng et al.   MEDICAL IMAGE ANALYSIS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

(2017) Arnaud Arindra Adiyoso Setio et al.   MEDICAL IMAGE ANALYSIS

Critical assessment of methods of protein structure prediction (CASP)-Round XII

(2017) John Moult et al.   PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS

The challenge of mapping the human connectome based on diffusion tractography

(2017) Klaus H. Maier-Hein et al.   Nature Communications

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

(2016)   MEDICAL IMAGE ANALYSIS

Crowdsourcing biomedical research: leveraging communities as innovation engines

(2016) Julio Saez-Rodriguez et al.   NATURE REVIEWS GENETICS

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

(2016) Kun-Hsing Yu et al.   Nature Communications

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Quantitative evaluation of software packages for single-molecule localization microscopy

(2015) Daniel Sage et al.   NATURE METHODS

Objective comparison of particle tracking methods

(2014) Nicolas Chenouard et al.   NATURE METHODS

CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials

(2010) Kenneth F Schulz et al.   BMC Medicine