Machine Learning Overbooking Framework for Outpatient Appointments: Improving Resource Allocation and Correcting Socioeconomic Bias

Outpatient care constitutes the primary healthcare service across different countries. Appoint- ment scheduling within this care setting faces the significant challenge of patient no-shows, which is detrimental to service quality, leading to treatment delays and economic losses for healthcare center...

Full description

Autores:
Romero Romero, Julián Darío
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2024
Institución:
Pontificia Universidad Javeriana
Repositorio:
Repositorio Universidad Javeriana
Idioma:
spa
OAI Identifier:
oai:repository.javeriana.edu.co:10554/67529
Acceso en línea:
http://hdl.handle.net/10554/67529
Palabra clave:
Machine Learning
Algorithm Fairness
Metaheuristics
Appointment Scheduling
Sim- ulation
Bias
Machine Learning
Algorithm Fairness
Metaheuristics
Appointment Scheduling
Sim- ulation
Bias
Ingeniería industrial - Tesis y disertaciones académicas
Aprendizaje de máquinas
Metaheurística
Logística empresarial
Rights
openAccess
License
Atribución-NoComercial-SinDerivadas 4.0 Internacional