Mortality Prognosis

Uses

Evidence quality

Other

Highlighted claims

• The protocol will build separate models for ANOCA and obstructive CAD to predict 1-year, 3-year, and 5-year mortality. — Development and cross-site validation of machine-learning models for diagnosis and prognosis of stable angina with and without obstructive coronary artery disease: a study protocol
• The mortality models are intended to support individualised follow-up, referral, preventive therapy, and risk-factor modification. — Development and cross-site validation of machine-learning models for diagnosis and prognosis of stable angina with and without obstructive coronary artery disease: a study protocol
• The protocol treats mortality at 1, 3, and 5 years as binary endpoints rather than fully using time-to-event data or censoring. — Development and cross-site validation of machine-learning models for diagnosis and prognosis of stable angina with and without obstructive coronary artery disease: a study protocol
• Mortality model feasibility depends on observed deaths at each time horizon overall and by site. — Development and cross-site validation of machine-learning models for diagnosis and prognosis of stable angina with and without obstructive coronary artery disease: a study protocol