IEEE

Predictive Modelling of Patient Outcomes Using Machine Learning: A Comparative Analysis of Algorithmic Approaches in Healthcare

Abstract: The study addresses the problem of prediction of patient outcomes in healthcare with machine learning methods, including such options like logistic regression, decision trees, random forests ...
IEEE

Predictive Machine Learning Modelling of Tropsopheric Ozone Using Geospatial and Atmospheric Data

Abstract: Efficient prediction of tropospheric ozone $\left({O}_{3}\right)$ is crucial to monitor its harmful effects on the ecosystem and thereby take necessary actions. Owing to the complex ...
The Lancet

Global, regional, and national cascades of diabetes care, 2000–23: a systematic review and modelling analysis using findings from the Global Burden of Disease Study

aInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA bSchool of Medicine, University of Washington, Seattle, WA, USA cGeneral Medicine Service, Department of ...
The Lancet

Foresight—a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study

aDepartment of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK bDepartment of Neurology, King's College Hospital National ...