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 models predict disability risk in older adults across three countries

A multi-cohort study reports moderate discrimination for predicting incident disability in older adults using a ...

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," ...
Psychiatry Advisor

Sex-Specific Machine Learning Models Predict 10-Year Dementia Risk

Sex-specific machine learning models predict 10-year dementia risk using cardiovascular and lifestyle factors, according to study findings published in Neurology Open Access.
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 ...

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 ...
cardiacwire.com

A Machine Learning Model for Predicting HF Trajectory

Functional decline and frailty in older heart failure patients can rapidly decrease their lifespan and it’s hard to quantify ...

Using machine learning to build safer cities

In eThekwini, researchers have harnessed machine learning and satellite data to spot the city's most landslide-prone zones. A ...
PsyPost on MSN

Social media use ranks among the top predictors of depression in a study of 183,000 adults

An analysis of more than 183,000 American adults surveyed over an 11-year span indicates that higher daily social media use ...
energiesmedia

For AI models predicting wind turbine stress, feeding them a “richer picture” of the wind matters more than making the model smarter

Predicting how much power an offshore wind farm produces — and how much stress its turbines are accumulating — ideally ...
Rare Disease Advisor

Deep Learning Model Improves Mortality Risk Prediction in SCD

A multi-task deep learning tool demonstrates improved mortality risk prediction in patients with SCD, outperforming prior ...