AI/ML in Precision Medicine: A Look Beyond the Hype

2023, 13 June

| < 1 min read

Publisher: Springer Link

Authors: Z. Xu, B. Biswas, L. Li, B. Amzal

Date: 13 June 2023




Artificial Intelligence (AI) and Machine Learning (ML) are making headlines in medical research, especially in drug discovery, digital imaging, disease diagnostics, genetic testing, and optimal care pathway (personalized care).

Patients and methods

However, the potential uses and benefits of AI/ML applications need to be distinguished from hype. In the 2022 American Statistical Association Biopharmaceutical Section Regulatory-Industry Statistical Workshop, we convened a panel of experts from FDA and industry to talk about the challenges of successfully applying AI/ML in precision medicine and how to overcome those challenges.

Results & Conclusion

This paper provides a summary and expansion on the topics discussed in the panel: the application of AI/ML, bias, and data quality.