Journal of Medical Internet Research

Digital Phenotyping for Adolescent Mental Health: Feasibility Study Using Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data

We developed a deep learning model incorporating contrastive pretraining with triplet margin loss to stabilise user-specific behavioural patterns, followed by supervised fine-tuning for binary ...
Hospital Healthcare Europe

Closing the gender gap in acute coronary syndrome: GEDI-ACS registry insights

Prof Alaide Chieffo provides insight into how the GEDI-ACS study is redefining the understanding and management of ACS in ...
IEEE

Certain Investigation on Solar Prediction Model using Machine Learning Mechanisms

Abstract: The accurate prediction of solar energy is one of the key focus areas for renewable energy research since it is crucial for planning and energy management optimization. This paper ...
Journal of Medical Internet Research

Diabetic Foot Ulcer Classification Models Using Artificial Intelligence and Machine Learning Techniques: Systematic Review

The risk of bias was evaluated using the Quality In Prognosis Studies tool and the Prediction model Risk Of Bias Assessment Tool by 2 investigators (MMS and MAS) independently. A narrative synthesis ...
IEEE

Osteoporosis Prediction Model Using Machine Learning

Abstract: Osteoporosis is a prevalent metabolic bone disease characterized by decreased bone mineral density and an increased risk of fractures. Early identification of individuals at risk is crucial ...
The Conversation

Standards‑based grading offers a different model of assessing student learning in the classroom

Some school districts, including ones in Maine, New Mexico, Iowa and Oregon, are shifting to standards-based grading, where students are graded on the skills and concepts they learn instead of points ...