Tech Xplore

New training method helps AI models handle messy, varied medical image data

Hospitals do not always have the opportunity to collect data in tidy, uniform batches. A clinic may have a handful of ...
IEEE

An Efficient Machine Learning Framework for Panic Disorder Detection: Addressing Data Imbalance with SMOTE to Reduce False Negatives

Abstract: One common mental health condition that can seriously impair daily functioning is panic disorder. It is a type of anxiety disorder characterized by frequent, unplanned panic attacks.
IEEE

FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation

Abstract: Medical datasets are often large and contain sensitive information, presenting significant challenges for data sharing and storage. To address these issues, this paper introduces a novel ...
Hosted on MSN

The New Data Revealing The Staggering Scale Of Australian Anxiety Disorders

Mental illness represents a major public health crisis in Australia, with official statistics showing that over 42% of adults between the ages of 16 and 85 have experienced a mental disorder at some ...
meridiansource

‘Shocking’ data shows more treatment needed for youth with opioid use disorder: doctors

TORONTO — An editorial published in the Canadian Medical Association Journal on Monday says more youth are using opioids and calls for urgent action to provide treatment when they become addicted.
AOL

'Match disorder to be dealt with robustly', police

Police have said they are prepared to deal with any disorder surrounding a Devon derby football match on Thursday. Ch Insp Victoria Richards of Devon and Cornwall Police said the sold out fixture at ...