Time series forecasting of bed occupancy in mental health facilities in India using machine learning
Abstract Machine learning models are vital for forecasting and optimizing healthcare parameters, especially in the context of rising mental health issues in India and globally. With increasing demand for mental health services, effective resource management, like bed occupancy forecasting, is crucia...
Saved in:
Main Authors: | G. Avinash, Hariom Pachori, Avinash Sharma, SukhDev Mishra |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2025-01-01
|
Series: | Scientific Reports |
Subjects: | |
Online Access: | https://doi.org/10.1038/s41598-025-86418-9 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
The Impact of Mindfulness Training on Occupational Stress and Quality of Life among Operating Room Personnel
by: Tina Soltanahmadi, et al.
Published: (2024-07-01) -
Acute Care Practice in the United States: The Roles of Occupational Therapy and Physical Therapy in Early Rehabilitation
by: Suzanne E. Holm, et al.
Published: (2020-06-01) -
Occupational Burnout and Psychological Resilience Levels Among Physiotherapists
by: Buchholz Aleksandra, et al.
Published: (2024-12-01) -
Occupational Hazards Knowledge among a Sample of Medical and Paramedical Staff in Baghdad City
by: Sajjad M. hasan, et al.
Published: (2022-11-01) -
Effect of Early Bedside Occupational Therapy Combined with Routine Rehabilitation on Reconstitution of Bed-chair Transfer in Acute Stroke Patients
by: Dengyao LI, et al.
Published: (2018-04-01)