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Literature DB >> 32920029

Reporting Guidelines for Artificial Intelligence in Medical Research.

J Peter Campbell¹, Aaron Y Lee², Michael Abràmoff³, Pearse A Keane⁴, Daniel S W Ting⁵, Flora Lum⁶, Michael F Chiang¹.

Abstract

Entities: Chemical

Mesh：

Year: 2020 PMID： 32920029 PMCID： PMC7875521 DOI： 10.1016/j.ophtha.2020.09.009

Source DB: PubMed Journal: Ophthalmology ISSN： 0161-6420 Impact factor: 12.079

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11 in total

1. Reporting of artificial intelligence prediction models.

Authors: Gary S Collins; Karel G M Moons
Journal: Lancet Date: 2019-04-20 Impact factor: 79.321

Review 2. How the FDA Regulates AI.

Authors: H Benjamin Harvey; Vrushab Gowda
Journal: Acad Radiol Date: 2020-01 Impact factor: 3.173

3. Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging.

Authors: Luke Oakden-Rayner; Jared Dunnmon; Gustavo Carneiro; Christopher Ré
Journal: Proc ACM Conf Health Inference Learn (2020) Date: 2020-04

4. Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed.

Authors:
Journal: Nat Med Date: 2019-10 Impact factor: 53.440

5. A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies.

Authors: Livia Faes; Xiaoxuan Liu; Siegfried K Wagner; Dun Jack Fu; Konstantinos Balaskas; Dawn A Sim; Lucas M Bachmann; Pearse A Keane; Alastair K Denniston
Journal: Transl Vis Sci Technol Date: 2020-02-12 Impact factor: 3.283

6. Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension.

Authors: Samantha Cruz Rivera; Xiaoxuan Liu; An-Wen Chan; Alastair K Denniston; Melanie J Calvert
Journal: BMJ Date: 2020-09-09

7. Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.

Authors: John R Zech; Marcus A Badgeley; Manway Liu; Anthony B Costa; Joseph J Titano; Eric Karl Oermann
Journal: PLoS Med Date: 2018-11-06 Impact factor: 11.069

8. Likelihood of Null Effects of Large NHLBI Clinical Trials Has Increased over Time.

Authors: Robert M Kaplan; Veronica L Irvin
Journal: PLoS One Date: 2015-08-05 Impact factor: 3.240

9. 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

Review 10. Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension.

Authors: Xiaoxuan Liu; Samantha Cruz Rivera; David Moher; Melanie J Calvert; Alastair K Denniston
Journal: Nat Med Date: 2020-09-09 Impact factor: 87.241

6 in total

5. A bibliometric analysis of the application of artificial intelligence to advance individualized diagnosis and treatment of critical illness.

Authors: Yang-Xi Liu; Cheng Zhu; Zhi-Xiong Wu; Liang-Jing Lu; Yue-Tian Yu
Journal: Ann Transl Med Date: 2022-08

6. Editorial: Artificial Intelligence (AI) in Clinical Medicine and the 2020 CONSORT-AI Study Guidelines.

Authors: Dinah V Parums
Journal: Med Sci Monit Date: 2021-06-28