Transparency and reproducibility in artificial intelligence

Benjamin Haibe‐Kains; George Alexandru Adam; Ahmed Hosny; Farnoosh Khodakarami; Thakkar Shraddha; Rebecca Kusko; Susanna‐Assunta Sansone; Weida Tong; Russ Wolfinger; Christopher E. Mason; Wendell Jones; Joaquı́n Dopazo; Cesare Furlanello; Levi Waldron; Bo Wang; Chris McIntosh; Anna Goldenberg; Anshul Kundaje; Casey S. Greene; Tamara Broderick; Michael M. Hoffman; Jeffrey T. Leek; Keegan Korthauer; Wolfgang Huber; Alvis Brāzma; Joëlle Pineau; Robert Tibshirani; Trevor Hastie; John P A Ioannidis; John Quackenbush; Hugo J.W.L. Aerts

doi:10.1038/s41586-020-2766-y

Article2020

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

Sebastian J. Vollmer, Bilal A. Mateen, Gergő Bohner, Franz J. Király, Rayid Ghani, Páll Jónsson, Sarah Cumbers, Adrian Jonas, Katherine McAllister, Puja Myles, David Grainger, Mark Birse, Richard D. Branson, Karel G.M. Moons, Gary S. Collins, John P A Ioannidis, Chris Holmes, Harry Hemingway

Article2024

Transparency, bias, and reproducibility across science: a meta-research view

John P A Ioannidis

Article2022

Digital twins and artificial intelligence

Marco Furini, Ombretta Gaggi, Silvia Mirri, Manuela Montangero, Elvira Pelle, Francesco Poggi, Catia Prandi

Communications of the ACM

Book2019

Artificial Intelligence and Soft Computing

Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada

Book2018

Artificial Intelligence and Soft Computing

Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Żurada

Transparency and reproducibility in artificial intelligence

Discussion(0)

Related publications

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

Transparency, bias, and reproducibility across science: a meta-research view

Digital twins and artificial intelligence

Artificial Intelligence and Soft Computing

Artificial Intelligence and Soft Computing