![]() |
Prediction of Chronic Disease-Related Inpatient Prolonged Length of Stay Using Machine Learning Algorithms
Hasan Symum, José L. Zayas-Castro
Healthc Inform Res. 2020;26(1):20-33. Published online 2020 Jan 31 DOI: https://doi.org/10.4258/hir.2020.26.1.20
|
Citations to this article as recorded by
Development of Multiservice Machine Learning Models to Predict Postsurgical Length of Stay and Discharge Disposition at the Time of Case Posting
Hamed Zaribafzadeh, T. Clark Howell, Wendy L. Webster, Christopher J. Vail, Allan D. Kirk, Peter J. Allen, Ricardo Henao, Daniel M. Buckland
Annals of Surgery Open.2025; 6(1): e547. CrossRef Optimizing Emergency Department Resource Allocation Using Discrete Event Simulation and Machine Learning Techniques
Sina Moosavi Kashani, Elham Yavari, Toktam Khatibi
Journal of Archives in Military Medicine.2024;[Epub] CrossRef Length of hospital stay and associated factors among adult surgical patients admitted to surgical wards in Amhara Regional State Comprehensive Specialized Hospitals, Ethiopia
Habtamu Hurisa Dadi, Netsanet Habte, Yenework Mulu, Dereje Zewdu Assefa
PLOS ONE.2024; 19(8): e0296143. CrossRef Predicting the Risk of Severity and Readmission in Patients with Heart Failure in Indonesia: A Machine Learning Approach
Finna E. Indriany, Kemal N. Siregar, Budhi Setianto Purwowiyoto, Bambang Budi Siswanto, Indrajani Sutedja, Hendy R. Wijaya
Healthcare Informatics Research.2024; 30(3): 253. CrossRef Hospital Length-of-Stay Prediction Using Machine Learning Algorithms—A Literature Review
Guilherme Almeida, Fernanda Brito Correia, Ana Rosa Borges, Jorge Bernardino
Applied Sciences.2024; 14(22): 10523. CrossRef Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis
Addisu Jember Zeleke, Pierpaolo Palumbo, Paolo Tubertini, Rossella Miglio, Lorenzo Chiari
Frontiers in Artificial Intelligence.2023;[Epub] CrossRef Hospital length of stay prediction tools for all hospital admissions and general medicine populations: systematic review and meta-analysis
Swapna Gokhale, David Taylor, Jaskirath Gill, Yanan Hu, Nikolajs Zeps, Vincent Lequertier, Luis Prado, Helena Teede, Joanne Enticott
Frontiers in Medicine.2023;[Epub] CrossRef Personalized prediction for multiple chronic diseases by developing the multi-task Cox learning model
Shuaijie Zhang, Fan Yang, Lijie Wang, Shucheng Si, Jianmei Zhang, Fuzhong Xue, Eric Lofgren
PLOS Computational Biology.2023; 19(9): e1011396. CrossRef Machine learning for predicting hepatitis B or C virus infection in diabetic patients
Sun–Hwa Kim, So–Hyeon Park, Heeyoung Lee
Scientific Reports.2023;[Epub] CrossRef Prediction of patient admission and readmission in adults from a Colombian cohort with bipolar disorder using artificial intelligence
María Alejandra Palacios-Ariza, Esteban Morales-Mendoza, Jossie Murcia, Rafael Arias-Duarte, Germán Lara-Castellanos, Andrés Cely-Jiménez, Juan Carlos Rincón-Acuña, Marcos J. Araúzo-Bravo, Jorge McDouall
Frontiers in Psychiatry.2023;[Epub] CrossRef Comparing artificial neural network training algorithms to predict length of stay in hospitalized patients with COVID-19
Azam Orooji, Mostafa Shanbehzadeh, Esmat Mirbagheri, Hadi Kazemi-Arpanahi
BMC Infectious Diseases.2022;[Epub] CrossRef Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study
Seo Jeong Shin, Jungchan Park, Seung-Hwa Lee, Kwangmo Yang, Rae Woong Park
JMIR Medical Informatics.2021; 9(10): e32771. CrossRef Health information technology to improve care for people with multiple chronic conditions
Lipika Samal, Helen N. Fu, Djibril S. Camara, Jing Wang, Arlene S. Bierman, David A. Dorr
Health Services Research.2021; 56(S1): 1006. CrossRef Identifying Children at Readmission Risk: At-Admission versus Traditional At-Discharge Readmission Prediction Model
Hasan Symum, José Zayas-Castro
Healthcare.2021; 9(10): 1334. CrossRef
|