Literature DB >> 34326551

AI in medicine must be explainable.

Shinjini Kundu1.   

Abstract

Year:  2021        PMID： 34326551     DOI： 10.1038/s41591-021-01461-z

Source DB:  PubMed          Journal:  Nat Med        ISSN： 1078-8956            Impact factor:   53.440


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  18 in total

Review 1.  DNA methylation-based predictors of health: applications and statistical considerations.

Authors:  Paul D Yousefi; Matthew Suderman; Ryan Langdon; Oliver Whitehurst; George Davey Smith; Caroline L Relton
Journal:  Nat Rev Genet       Date:  2022-03-18       Impact factor: 53.242

Review 2.  Artificial intelligence in histopathology: enhancing cancer research and clinical oncology.

Authors:  Artem Shmatko; Narmin Ghaffari Laleh; Moritz Gerstung; Jakob Nikolas Kather
Journal:  Nat Cancer       Date:  2022-09-22

3.  Swarm learning for decentralized artificial intelligence in cancer histopathology.

Authors:  Oliver Lester Saldanha; Philip Quirke; Nicholas P West; Jacqueline A James; Maurice B Loughrey; Heike I Grabsch; Manuel Salto-Tellez; Elizabeth Alwers; Didem Cifci; Narmin Ghaffari Laleh; Tobias Seibel; Richard Gray; Gordon G A Hutchins; Hermann Brenner; Marko van Treeck; Tanwei Yuan; Titus J Brinker; Jenny Chang-Claude; Firas Khader; Andreas Schuppert; Tom Luedde; Christian Trautwein; Hannah Sophie Muti; Sebastian Foersch; Michael Hoffmeister; Daniel Truhn; Jakob Nikolas Kather
Journal:  Nat Med       Date:  2022-04-25       Impact factor: 87.241

4.  Explainable Machine Learning Model for Predicting First-Time Acute Exacerbation in Patients with Chronic Obstructive Pulmonary Disease.

Authors:  Chew-Teng Kor; Yi-Rong Li; Pei-Ru Lin; Sheng-Hao Lin; Bing-Yen Wang; Ching-Hsiung Lin
Journal:  J Pers Med       Date:  2022-02-07

Review 5.  A rapid review of machine learning approaches for telemedicine in the scope of COVID-19.

Authors:  Luana Carine Schünke; Blanda Mello; Cristiano André da Costa; Rodolfo Stoffel Antunes; Sandro José Rigo; Gabriel de Oliveira Ramos; Rodrigo da Rosa Righi; Juliana Nichterwitz Scherer; Bruna Donida
Journal:  Artif Intell Med       Date:  2022-04-30       Impact factor: 7.011

6.  Reflections on epistemological aspects of artificial intelligence during the COVID-19 pandemic.

Authors:  Angela A R de Sá; Jairo D Carvalho; Eduardo L M Naves
Journal:  AI Soc       Date:  2021-11-27

Review 7.  Computational Approaches for Acute Traumatic Brain Injury Image Recognition.

Authors:  Emily Lin; Esther L Yuh
Journal:  Front Neurol       Date:  2022-03-09       Impact factor: 4.003

8.  Predicting the functional impact of KCNQ1 variants with artificial neural networks.

Authors:  Saksham Phul; Georg Kuenze; Carlos G Vanoye; Charles R Sanders; Alfred L George; Jens Meiler
Journal:  PLoS Comput Biol       Date:  2022-04-20       Impact factor: 4.779

9.  Development and validation of a feature extraction-based logical anthropomorphic diagnostic system for early gastric cancer: A case-control study.

Authors:  Jia Li; Yijie Zhu; Zehua Dong; Xinqi He; Ming Xu; Jun Liu; Mengjiao Zhang; Xiao Tao; Hongliu Du; Di Chen; Li Huang; Renduo Shang; Lihui Zhang; Renquan Luo; Wei Zhou; Yunchao Deng; Xu Huang; Yanxia Li; Boru Chen; Rongrong Gong; Chenxia Zhang; Xun Li; Lianlian Wu; Honggang Yu
Journal:  EClinicalMedicine       Date:  2022-03-30

Review 10.  Artificial Intelligence in Perioperative Medicine: A Proposed Common Language With Applications to FDA-Approved Devices.

Authors:  Ryan L Melvin; Matthew G Broyles; Elizabeth W Duggan; Sonia John; Andrew D Smith; Dan E Berkowitz
Journal:  Front Digit Health       Date:  2022-04-25
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