Journal of Medical Internet Research

Using Large Language Models to Detect Depression From User-Generated Diary Text Data as a Novel Approach in Digital Mental Health Screening: Instrument Validation Study

Methods: Participants were assessed for depression using the Patient Health Questionnaire and suicide risk was evaluated using the Beck Scale for Suicide Ideation before starting and after completing ...
IEEE

Plagiarism Detection and Similarity Checking Program using Machine Learning and String Matching Algorithm

Abstract: This research proposes a system for detecting plagiarism in academic submissions. The system utilizes advanced text comparison algorithms to identify instances of plagiarism, ensuring ...
BMJ

Independent external validation of the QRISK3 cardiovascular disease risk prediction model using UK Biobank

Objective To externally evaluate the performance of QRISK3 for predicting 10 year risk of cardiovascular disease (CVD) in the UK Biobank cohort. Methods We used data from the UK Biobank, a large-scale ...
IEEE

Improving Graph Embeddings in Machine Learning Using Knowledge Completion with Validation in a Case Study on COVID-19 Spread

Abstract: The rise of graph-structured data has driven major advances in Graph Machine Learning (GML), where graph embeddings (GEs) map features from Knowledge Graphs (KGs) into vector spaces, ...
Windows Latest

Microsoft is overhauling Windows Insider Program as it tries to get Windows 11 back on track

Microsoft is restructuring the Windows Insider Program with a new channel system, better feature access, and fewer restrictions on how users move between builds. These changes directly address two ...