BIOENGINEER

Federated Learning Meets a Hard Truth: Stroke Prediction Exposes the Gaps in Privacy-Preserving Healthcare AI

A new Cluster Computing study using stroke prediction shows that federated learning in healthcare will fail unless it ...
European Medical Journal

Machine Learning Improves Colorectal Cancer Recurrence Prediction

Machine learning predicted colorectal cancer liver metastases recurrence and survival, with dynamic models improving risk ...
European Medical Journal

Machine Learning Predicts Delirium After Cardiac Surgery

Machine learning predicted postoperative delirium after cardiac surgery, with random forest showing the strongest performance ...
BIOENGINEER

Prediction Set Size Doubles as a Free Early-Warning System for Corrupted Machine Learning Data

Researchers show that conformal prediction set sizes and miscoverage changes can distinguish label noise from covariate shift ...
Psychiatry Advisor

Machine Learning May Improve Screening and Prediction of Suicidal Ideation

Utilizing machine learning to assess distinct depressive symptoms improves the identification of adults with suicidal ideation.

Why 95% of Companies Fail at Turnover Prediction—The Gap Between Machine Learning Accuracy and Operational Reality

Many companies are under the illusion that they possess a "superior predictive model." The turnover prediction model your ...

Organizing AI, Machine Learning, and Deep Learning through Familiar Tasks

AI, machine learning, and deep learning. You see these terms repeatedly in introductory materials, yet you might stumble when ...

Junhao Su Studies Machine Learning-Based Android Communication Reliability

A machine-learning framework connects performance prediction with safer software evolution for Android communication systems. By combining ...