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

Author:

Hügle ThomasORCID

Publisher

BMJ

Subject

General Biochemistry, Genetics and Molecular Biology,Immunology,Immunology and Allergy,Rheumatology

Reference15 articles.

1. Stockfish 14 - Open Source Chess Engine (stockfishchess.org).

2. A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

3. Artificial Intelligence and Machine Learning (AI/ML)-Enabled Medical Devices | FDA. Available: www.fda.gov/medical-devices/software-medical-device-samd/artificial-intelligence-and-machine-learning-software-medical-device

4. Assessment of a deep learning model based on electronic health record data to forecast clinical outcomes in patients with rheumatoid arthritis;Norgeot;JAMA Netw Open,2019

5. Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network;Kalweit;PLoS One,2021

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1. Machine learning in the prediction of treatment response in rheumatoid arthritis: A systematic review;Seminars in Arthritis and Rheumatism;2024-10

2. Social anthropology 4.0;i-com;2024-07-22

3. Advancing Rheumatology Care Through Machine Learning;Pharmaceutical Medicine;2024-02-29

4. Greetings from the editor 2024;Annals of the Rheumatic Diseases;2024-01

5. Aspects of Decision-Making in Human–Machine Teaming;Springer Proceedings in Complexity;2024

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