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 ...
BIOENGINEER

Smarter deep learning tames the chaos of spatial interaction prediction

Every day, millions of people move between neighborhoods, cities, and regions, and every package, commuter, and phone ping ...
BIOENGINEER

When Machine Learning Models Fake a Trading Edge: How Data Leakage Manufactured a Perfect Bank Nifty Prediction

A new study shows how data leakage and flawed backtesting protocols can manufacture apparently strong machine learning ...
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 ...
ascopubs.org

Machine Learning Model for Predicting Severe Adverse Events in Oncology Patients Using the US Food and Drug Administration Adverse Event Reporting System

Cost-Effectiveness of Maintaining Higher Stem-Cell Collection Thresholds in the Chimeric Antigen Receptor T-Cell Era for Multiple Myeloma Predicting severe adverse events (SAEs) in oncology is ...
AZoBuild

AI Model Predicts Wastewater-Exposed Concrete Strength With 96% R2

Optimized AI models could help estimate concrete compressive strength in wastewater environments and support future ...
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 ...
PsyPost on MSN

Machine learning uncovers early warning signs of depression in brain scans

A new computational model combined with brain imaging data reveals that relying too heavily on prior expectations when ...
ascopubs.org

Predicting recurrence and survival in hormone receptor–positive (HR+)/HER2-negative (HER2–) early breast cancer (EBC) with machine learning models: Optimization of model ...

Association of the 70-gene assay and homologous recombination deficiency in patients with high risk 2 breast cancers. Model performance by outcome and number of variables. a Concordance index; scores ...

Indian-origin sixth-grader trains machine-learning model to spot lithium deposits with 89% accuracy

Ishaan Dokania, a sixth-grader from Oregon, is exploring lithium resource identification using satellite imagery and machine learning. His project reached 89% accuracy in predicting potential lithium ...