Random forest classifier
1 paper
- Humans1
Latest
14 in 12 monthsJMIR Formative Research
Remote Identification of APOE-ε4 Carrier Status in Cognitively Normal Adults via Speech Acoustics: Cross-Sectional Observational Study
Cross-sectional study of 80 peopleBiomarkers
Research Square
Nursing Assessment–Derived Risk Profiles and VALENF Instrument–Based Classification in Adult Inpatients: A Two-Stage Machine Learning Study
Preprint: cohort study of 8,218 peopleBiomarkers
Preprints.org
Machine Learning for Stroke Prediction: A Comparison of Scaling Techniques and Classification Algorithms
Preprint: computational studyStroke
PLOS One
Proteomic machine-learning signatures associated with carotid plaque: A population-based hypothesis-generating study
Cross-sectional study of 693 peopleBiomarkers
Sensors
Electrodermal Activity as a Potential Diagnostic Biomarker for Alzheimer's Disease: A Pilot Study
Case-control study in peopleAlzheimer's disease
Open Heart
Development of a heart failure with preserved ejection fraction risk prediction score in primary care settings with a high HIV prevalence
Cross-sectional study of 1,508 peopleHeart failure with preserved ejection fraction
Preprints.org
Quantum Machine Learning for Diabetes Risk Prediction Using Patient Health Data
Preprint: computational studyBiomarkers
Frontiers in Endocrinology
SHBG and APOA1 as serum biomarkers for low bone mineral density in Mexican postmenopausal women: a random forest-based analysis
Cross-sectional study of 456 peopleSHBG
Research Square
AI Driven Multi-Omics Network Model for Early Detection of Cardiovascular Disease
Preprint: computational studyCardiovascular disease
Heart, Lung & Circulation
Prediction of Incident Atrial Fibrillation and Association With Outcomes Using Routine Electronic Health Records in a Western Pacific Population
Cohort study of 103,321 peopleAtrial fibrillation