Literature DB >> 30948538

In defense of the black box.

Elizabeth A Holm1.   

Abstract

Year:  2019        PMID： 30948538     DOI： 10.1126/science.aax0162

Source DB:  PubMed          Journal:  Science        ISSN： 0036-8075            Impact factor:   47.728


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  24 in total

1.  DOME: recommendations for supervised machine learning validation in biology.

Authors:  Ian Walsh; Dmytro Fishman; Dario Garcia-Gasulla; Tiina Titma; Gianluca Pollastri; Jennifer Harrow; Fotis E Psomopoulos; Silvio C E Tosatto
Journal:  Nat Methods       Date:  2021-07-27       Impact factor: 28.547

2.  Precision Medicine in Pancreatic Disease-Knowledge Gaps and Research Opportunities: Summary of a National Institute of Diabetes and Digestive and Kidney Diseases Workshop.

Authors:  Mark E Lowe; Dana K Andersen; Richard M Caprioli; Jyoti Choudhary; Zobeida Cruz-Monserrate; Anil K Dasyam; Christopher E Forsmark; Fred S Gorelick; Joe W Gray; Mark Haupt; Kimberly A Kelly; Kenneth P Olive; Sylvia K Plevritis; Noa Rappaport; Holger R Roth; Hanno Steen; S Joshua Swamidass; Temel Tirkes; Aliye Uc; Kirill Veselkov; David C Whitcomb; Aida Habtezion
Journal:  Pancreas       Date:  2019 Nov/Dec       Impact factor: 3.327

3.  Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records.

Authors:  Dmytro Onishchenko; Robert J Marlowe; Che G Ngufor; Louis J Faust; Andrew H Limper; Gary M Hunninghake; Fernando J Martinez; Ishanu Chattopadhyay
Journal:  Nat Med       Date:  2022-09-29       Impact factor: 87.241

Review 4.  Machine Learning With Neuroimaging: Evaluating Its Applications in Psychiatry.

Authors:  Ashley N Nielsen; Deanna M Barch; Steven E Petersen; Bradley L Schlaggar; Deanna J Greene
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2019-11-27

Review 5.  Applications of interpretability in deep learning models for ophthalmology.

Authors:  Adam M Hanif; Sara Beqiri; Pearse A Keane; J Peter Campbell
Journal:  Curr Opin Ophthalmol       Date:  2021-09-01       Impact factor: 4.299

Review 6.  AI in Health: State of the Art, Challenges, and Future Directions.

Authors:  Fei Wang; Anita Preininger
Journal:  Yearb Med Inform       Date:  2019-08-16

7.  Framing Effects on Judgments of Social Robots' (Im)Moral Behaviors.

Authors:  Jaime Banks; Kevin Koban
Journal:  Front Robot AI       Date:  2021-05-10

8.  Ethical Implications of Alzheimer's Disease Prediction in Asymptomatic Individuals through Artificial Intelligence.

Authors:  Frank Ursin; Cristian Timmermann; Florian Steger
Journal:  Diagnostics (Basel)       Date:  2021-03-04

9.  From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices.

Authors:  Jessica Morley; Luciano Floridi; Libby Kinsey; Anat Elhalal
Journal:  Sci Eng Ethics       Date:  2019-12-11       Impact factor: 3.525

10.  Current Challenges and Barriers to Real-World Artificial Intelligence Adoption for the Healthcare System, Provider, and the Patient.

Authors:  Rishi P Singh; Grant L Hom; Michael D Abramoff; J Peter Campbell; Michael F Chiang
Journal:  Transl Vis Sci Technol       Date:  2020-08-11       Impact factor: 3.283
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