Literature DB >> 33820998

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals.

Eric Wu1, Kevin Wu2, Roxana Daneshjou2,3, David Ouyang4, Daniel E Ho5, James Zou6,7,8.   

Abstract

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Year:  2021        PMID： 33820998     DOI： 10.1038/s41591-021-01312-x

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


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  1 in total

1.  CheXclusion: Fairness gaps in deep chest X-ray classifiers.

Authors:  Laleh Seyyed-Kalantari; Guanxiong Liu; Matthew McDermott; Irene Y Chen; Marzyeh Ghassemi
Journal:  Pac Symp Biocomput       Date:  2021
  1 in total
  41 in total

1.  Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias.

Authors:  Jack Gallifant; Joe Zhang; Maria Del Pilar Arias Lopez; Tingting Zhu; Luigi Camporota; Leo A Celi; Federico Formenti
Journal:  Br J Anaesth       Date:  2021-11-09       Impact factor: 9.166

Review 2.  Lack of Transparency and Potential Bias in Artificial Intelligence Data Sets and Algorithms: A Scoping Review.

Authors:  Roxana Daneshjou; Mary P Smith; Mary D Sun; Veronica Rotemberg; James Zou
Journal:  JAMA Dermatol       Date:  2021-11-01       Impact factor: 11.816

3.  Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study.

Authors:  Joy Tzung-Yu Wu; Miguel Ángel Armengol de la Hoz; Po-Chih Kuo; José Maria Castellano; Leo Anthony Celi; Joseph Alexander Paguio; Jasper Seth Yao; Edward Christopher Dee; Wesley Yeung; Jerry Jurado; Achintya Moulick; Carmelo Milazzo; Paloma Peinado; Paula Villares; Antonio Cubillo; José Felipe Varona; Hyung-Chul Lee; Alberto Estirado
Journal:  J Digit Imaging       Date:  2022-07-05       Impact factor: 4.903

4.  Stakeholders' Requirements for Artificial Intelligence for Healthcare in Korea.

Authors:  Jae Yong Yu; Sungjun Hong; Yeong Chan Lee; Kyung Hyun Lee; Ildong Lee; Yeoni Seo; Mira Kang; Kyunga Kim; Won Chul Cha; Soo-Yong Shin
Journal:  Healthc Inform Res       Date:  2022-04-30

5.  Evaluating consumer and clinical sleep technologies: an American Academy of Sleep Medicine update.

Authors:  Sharon Schutte-Rodin; Maryann C Deak; Seema Khosla; Cathy A Goldstein; Michael Yurcheshen; Ambrose Chiang; Dominic Gault; Joseph Kern; Daniel O'Hearn; Scott Ryals; Nitun Verma; Douglas B Kirsch; Kelly Baron; Steven Holfinger; Jennifer Miller; Ruchir Patel; Sumit Bhargava; Kannan Ramar
Journal:  J Clin Sleep Med       Date:  2021-11-01       Impact factor: 4.062

Review 6.  A scoping review of artificial intelligence applications in thoracic surgery.

Authors:  Kenneth P Seastedt; Dana Moukheiber; Saurabh A Mahindre; Chaitanya Thammineni; Darin T Rosen; Ammara A Watkins; Daniel A Hashimoto; Chuong D Hoang; Jacques Kpodonu; Leo A Celi
Journal:  Eur J Cardiothorac Surg       Date:  2022-01-24       Impact factor: 4.191

7.  Machine Learning-Based Prediction Models for Different Clinical Risks in Different Hospitals: Evaluation of Live Performance.

Authors:  Hong Sun; Kristof Depraetere; Laurent Meesseman; Patricia Cabanillas Silva; Ralph Szymanowsky; Janis Fliegenschmidt; Nikolai Hulde; Vera von Dossow; Martijn Vanbiervliet; Jos De Baerdemaeker; Diana M Roccaro-Waldmeyer; Jörg Stieg; Manuel Domínguez Hidalgo; Fried-Michael Dahlweid
Journal:  J Med Internet Res       Date:  2022-06-07       Impact factor: 7.076

Review 8.  Advances in Non-Invasive Blood Pressure Monitoring.

Authors:  Xina Quan; Junjun Liu; Thomas Roxlo; Siddharth Siddharth; Weyland Leong; Arthur Muir; So-Min Cheong; Anoop Rao
Journal:  Sensors (Basel)       Date:  2021-06-22       Impact factor: 3.576

9.  Medical imaging deep learning with differential privacy.

Authors:  Alexander Ziller; Dmitrii Usynin; Rickmer Braren; Marcus Makowski; Daniel Rueckert; Georgios Kaissis
Journal:  Sci Rep       Date:  2021-06-29       Impact factor: 4.379

10.  Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.

Authors:  Yoganand Balagurunathan; Andrew Beers; Michael Mcnitt-Gray; Lubomir Hadjiiski; Sandy Napel; Dmitry Goldgof; Gustavo Perez; Pablo Arbelaez; Alireza Mehrtash; Tina Kapur; Ehwa Yang; Jung Won Moon; Gabriel Bernardino Perez; Ricard Delgado-Gonzalo; M Mehdi Farhangi; Amir A Amini; Renkun Ni; Xue Feng; Aditya Bagari; Kiran Vaidhya; Benjamin Veasey; Wiem Safta; Hichem Frigui; Joseph Enguehard; Ali Gholipour; Laura Silvana Castillo; Laura Alexandra Daza; Paul Pinsky; Jayashree Kalpathy-Cramer; Keyvan Farahani
Journal:  IEEE Trans Med Imaging       Date:  2021-11-30       Impact factor: 11.037
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