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...
- 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