Literature DB >> 30617332

Guidelines for reinforcement learning in healthcare.

Omer Gottesman1, Fredrik Johansson2, Matthieu Komorowski3,4, Aldo Faisal5,6,7,8, David Sontag2, Finale Doshi-Velez1, Leo Anthony Celi9,10,11.   

Abstract

Entities:  

Mesh：

Year:  2019        PMID： 30617332     DOI： 10.1038/s41591-018-0310-5

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


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  28 in total

1.  Artificial intelligence in intensive care: are we there yet?

Authors:  Matthieu Komorowski
Journal:  Intensive Care Med       Date:  2019-06-24       Impact factor: 17.440

Review 2.  Artificial intelligence in radiotherapy.

Authors:  Sarkar Siddique; James C L Chow
Journal:  Rep Pract Oncol Radiother       Date:  2020-05-06

Review 3.  Artificial Intelligence for Mental Health and Mental Illnesses: an Overview.

Authors:  Sarah Graham; Colin Depp; Ellen E Lee; Camille Nebeker; Xin Tu; Ho-Cheol Kim; Dilip V Jeste
Journal:  Curr Psychiatry Rep       Date:  2019-11-07       Impact factor: 5.285

4.  Human locomotion with reinforcement learning using bioinspired reward reshaping strategies.

Authors:  Katharine Nowakowski; Philippe Carvalho; Jean-Baptiste Six; Yann Maillet; Anh Tu Nguyen; Ismail Seghiri; Loick M'Pemba; Theo Marcille; Sy Toan Ngo; Tien-Tuan Dao
Journal:  Med Biol Eng Comput       Date:  2021-01-08       Impact factor: 2.602

Review 5.  [What is new… Implementation of artificial intelligence in intensive care medicine : Hype or already reality?]

Authors:  L Martin; A Peine
Journal:  Anaesthesist       Date:  2021-01       Impact factor: 1.041

6.  Intelligent, Autonomous Machines in Surgery.

Authors:  Tyler J Loftus; Amanda C Filiberto; Jeremy Balch; Alexander L Ayzengart; Patrick J Tighe; Parisa Rashidi; Azra Bihorac; Gilbert R Upchurch
Journal:  J Surg Res       Date:  2020-04-24       Impact factor: 2.192

7.  Decision analysis and reinforcement learning in surgical decision-making.

Authors:  Tyler J Loftus; Amanda C Filiberto; Yanjun Li; Jeremy Balch; Allyson C Cook; Patrick J Tighe; Philip A Efron; Gilbert R Upchurch; Parisa Rashidi; Xiaolin Li; Azra Bihorac
Journal:  Surgery       Date:  2020-06-13       Impact factor: 3.982

8.  Learning from chess engines: how reinforcement learning could redefine clinical decision-making in rheumatology.

Authors:  Thomas Hügle
Journal:  Ann Rheum Dis       Date:  2022-02-08       Impact factor: 27.973

9.  Biased Pressure: Cyclic Reinforcement Learning Model for Intelligent Traffic Signal Control.

Authors:  Bunyodbek Ibrokhimov; Young-Joo Kim; Sanggil Kang
Journal:  Sensors (Basel)       Date:  2022-04-06       Impact factor: 3.576

10.  Machine Learning in Clinical Journals: Moving From Inscrutable to Informative.

Authors:  Karandeep Singh; Andrew L Beam; Brahmajee K Nallamothu
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2020-10-14
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