The Lancet

Comparison of machine learning and human prediction to identify trauma patients in need of hemorrhage control resuscitation (ShockMatrix study): a prospective observational study

nLaboratoire de Physique de l’École normale supérieure, ENS, Université PSL, CNRS, Sorbonne Université, Université Paris Cité, Paris, F-75005, France oCentre d'Analyse et de Mathématique Sociales, ...
IEEE

Assessing Machine Learning Approaches for Photovoltaic Energy Prediction in Sustainable Energy Systems

Abstract: Precise forecasting of solar power output is crucial for integrating renewable energy into power networks, improving efficiency and dependability. This study assesses the efficacy of several ...
IEEE

XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations

Abstract: Obesity remains a critical global health challenge, necessitating early risk assessment to guide preventive measures and mitigate potential complications. While various research endeavors ...
GitHub

Moodify - Emotion-Based Music Recommendation App

With the rise of personalized music streaming services, there is a growing need for systems that can recommend music based on users' emotional states. Realizing this need, Moodify is being developed ...
Frontiers

Machine learning algorithms for predicting glycemic control and weight loss outcomes in GLP-1 receptor agonist users

Ensemble models, including Random Forest, XGBoost, LightGBM, and CatBoost, demonstrated superior discrimination compared with traditional approaches. The strong predictive performance observed for ...
GitHub

primary_area__datasets and benchmarks.csv

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