The American Journal of Managed Care

Machine Learning Has High Accuracy, Little Prospective Validation in MPNs

AI in myeloproliferative neoplasms can grade marrow fibrosis and predict survival, but authors say prospective, ...
BIOENGINEER

Blood Test Model Built with Machine Learning Distinguishes First-Episode Schizophrenia from Healthy Controls

A retrospective case-control study from a single Chinese hospital built an internally validated machine learning model using ...
European Medical Journal

Machine Learning Shows Promise for Alzheimer’s Classification

Machine learning for Alzheimer’s disease classification achieved up to 88.1% accuracy using clinical data, but external ...

How Do Machine Learning Models Learn? An Overview from Data Preparation to Training, Evaluation, and Prediction

When you start learning machine learning, you encounter many terms such as "features," "loss functions," "gradient descent," ...
BIOENGINEER

Machine Learning Model Predicts Survival in Rare Aggressive Bladder Cancer

A gradient boosting machine model built on SEER data from 2,117 patients outperformed TNM staging in predicting survival in ...
techtarget

3 ways to evaluate and improve machine learning models

This article is excerpted from the course "Fundamental Machine Learning," part of the Machine Learning Specialist certification program from Arcitura Education. It is the twelfth part of the 13-part ...