Work

Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems

Year: 2025

Type: review

Abstract: There is a growing recognition of the need for clinical trials to safely and effectively deploy artificial intelligence (AI) in clinical settings. We introduce dynamic deployment as a framework for AI clinical trials tailored for the dynamic nature of large language models, making possible complex medical AI systems which continuously learn and adapt in situ from new data and interactions with users while enabling continuous real-time monitoring and clinical validation.

Source: npj Digital Medicine

DOI: 10.1038/s41746-025-01674-3

Authors: Jacob T. Rosenthal, Ashley Beecy, Mert R. Sabuncu

Institutions: Weill Cornell Medicine, Cornell University, Cornell Tech

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: gold

Estimated APC paid: $4,090