A Primer on Reinforcement Learning in Medicine for Clinicians

P Jayaraman, J Desman, M Sabounchi… - NPJ Digital …, 2024 - nature.com
Reinforcement Learning (RL) is a machine learning paradigm that enhances clinical
decision-making for healthcare professionals by addressing uncertainties and optimizing …

The Role and Applications of Artificial Intelligence in the Treatment of Chronic Pain

TA Meier, MS Refahi, G Hearne, DS Restifo… - Current pain and …, 2024 - Springer
As AI advances, leveraging state-of-the-art architectures will be essential for improving
chronic pain treatment. Current efforts aim to extract meaningful representations from …

Melanoma classification using generative adversarial network and proximal policy optimization

X Ju, CH Lin, S Lee, S Wei - Photochemistry and Photobiology, 2024 - Wiley Online Library
In oncology, melanoma is a serious concern, often arising from DNA changes caused mainly
by ultraviolet radiation. This cancer is known for its aggressive growth, highlighting the …