Reproducibility standards for machine learning in the life sciences

Sharing biological data: why, when, and how

(2021) Samantha L. Wilson et al.   FEBS LETTERS

MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care

(2020) Tina Hernandez-Boussard et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Responsible, practical genomic data sharing that accelerates research

(2020) James Brian Byrd et al.   NATURE REVIEWS GENETICS

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

(2020) Beau Norgeot et al.   NATURE MEDICINE

The Kipoi repository accelerates community exchange and reuse of predictive models for genomics

(2019) Žiga Avsec et al.   NATURE BIOTECHNOLOGY

A call for public archives for biological image data

(2018) Jan Ellenberg et al.   NATURE METHODS

Nextflow enables reproducible computational workflows

(2017) Paolo Di Tommaso et al.   NATURE BIOTECHNOLOGY

Snakemake--a scalable bioinformatics workflow engine

(2012) J. Koster et al.   BIOINFORMATICS