Machine-learning models predict human health from microbiome data

Inside the gut, on the surface of the skin and lining your ears, mouth and nose are colonies of millions of microbes. For ...
BIOENGINEER

Machine learning models predict severe chemotherapy-induced neutropenia in breast cancer using only pre-treatment data

Machine learning models built only from pre-chemotherapy data predicted severe neutropenia in breast cancer patients with ...
BIOENGINEER

Machine learning model predicts in-hospital complications after traumatic brain injury

A retrospective study of 186 traumatic brain injury patients found that a model using four admission variables predicted ...
Healio

AI model finds high-risk patients for cardiogenic shock 1.8 hours before hypotension onset

Using admission data, a machine learning model detected patients with acute coronary syndrome at high-risk for cardiogenic ...

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," ...
News-Medical.Net

Machine learning models predict common cancer risks using routine health data

Machine learning models using routinely collected health information, such as blood tests, medical history and lifestyle ...

What this machine-learning model with 65% accuracy says is coming next for the 10-year Treasury

HSBC says it’s designed a machine-learning model to predict the direction of the most important financial instrument in global markets.

Production-Level Machine Learning in FinTech: Designing Data Integrity, Model Validation, and Reliable Decision-Making Systems

Machine learning in financial services operates under different constraints than general-purpose prediction systems.In areas such as loan screening, fraud detection, payment risk management, and ...
Medical Xpress

Machine learning can predict preeclampsia by week 34 of pregnancy

A machine-learning model developed by Weill Cornell Medicine investigators may provide clinicians with an early warning of a complication that can occur late in pregnancy. Preeclampsia is a sudden ...