How A.I. Might Change the Way Doctors Think

For generations, writing up a summary of a patient exam was a vital step for physicians trying to make an accurate diagnosis.

Machine Learning Is Enabling A New Era For Precision Medicine And Pharmacogenomics

Medicine is rapidly evolving from statistical, evidence-based approaches to predictive, genotype-directed care, driven by ...
Federal Register

Medical Devices; Radiology Devices; Classification of the Radiological Machine Learning-Based Quantitative Imaging Software With Predetermined Change Control Plan

This site displays a prototype of a “Web 2.0” version of the daily Federal Register. It is not an official legal edition of the Federal Register, and does not replace the official print version or the ...
IEEE

Toward Explainable Cross-Lingual Adaptive NAS for Enhanced Tamil Medical Text Summarization

Abstract: In the era of digital health, the demand for effective summarization of medical texts in low-resource languages, such as Tamil, is rapidly increasing. Traditional neural models often ...
IEEE

Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels

Abstract: The success of deep learning in 3D medical image segmentation hinges on training with a large dataset of fully annotated 3D volumes, which are difficult and time-consuming to acquire.