Large scale prediction of sick leave duration with nonlinear survival analysis algorithms

The management of sick leaves is a critical task that public and private health systems carry out. This enables the good care of sick workers and guarantees a safe return to their jobs. Most health systems enforce regulations that establish the duration of sick leave according to general rules for g...

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Veröffentlicht in:	Expert systems with applications 2022-07, Vol.198, p.116760, Article 116760
Hauptverfasser:	Béjar, Javier, Pérez, Raquel, Vilalta, Armand, Álvarez-Napagao, Sergio, Garcia-Gasulla, Dario
Format:	Artikel
Sprache:	eng
Schlagworte:	AI in medicine Algorithms Cost analysis Data mining Decision making Decision support systems Employee benefits Machine learning Regulations Sick leave Sick leave prediction Survival Survival analysis
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