Search Results - subject:"Healthcare analytics"

Data-driven allocation of preventive care with application to diabetes mellitus type II

Kraus, Mathias; Feuerriegel, Stefan; Saar-Tsechansky, Maytal - In: Manufacturing & service operations management : M & SOM 26 (2024) 1, pp. 137-153

Persistent link: https://www.econbiz.de/10014471307

Interaction Based Model for Identifying Asymptomatic Carriers of an Infectious Disease$vYaniv Ravid, Abraham Seidmann

Ravid, Yaniv; Seidmann, Abraham - 2022

Epidemiological models are commonly used to predict and describe the spread of a viral outbreak among a population. Many such models use differential equations and transition rates to predict the growth dynamics of the infectious and exposed groups with a greater population. These methods do not...

Persistent link: https://www.econbiz.de/10014085710

Depression detection using digital traces on social media : a knowledge-aware deep learning approach

Zhang, Wenli; Xie, Jiaheng; Zhang, Zhu (Drew); Liu, Xiang - In: Journal of management information systems : JMIS 41 (2024) 2, pp. 546-580

Persistent link: https://www.econbiz.de/10014583082

Robust combination testing : methods and application to COVID-19 detection

Jain, Sanjay; Jónas Oddur Jónasson; Pauphilet, Jean; … - In: Management science : journal of the Institute for … 70 (2024) 4, pp. 2661-2681

Persistent link: https://www.econbiz.de/10014520146

Mental health in organizations from a healthcare analytics framework : taxonomic model, trends, and impact of COVID-19

Pérez Rave, Jorge Iván; Zapata Jaramillo, Carlos Mario; … - In: Journal of management analytics 11 (2024) 1, pp. 62-86

Persistent link: https://www.econbiz.de/10014530417

Bayesian network models for PTSD screening in veterans

Tan, Yi; Shenoy, Prakash P.; Sherwood, Ben; Shenoy, … - In: INFORMS journal on computing : JOC ; charting new … 36 (2024) 2, pp. 495-509

Persistent link: https://www.econbiz.de/10014532302

Data Mining and Analytics in Healthcare Management : Applications and Tools

Olson, David L.; Araz, Özgür M. - 2023

Chapter 1: Urgency in Healthcare Data Analytics -- Chapter 2: Analytics and Knowledge Management in Healthcare -- Chapter 3: Visualization -- Chapter 4: Association Rules -- Chapter 5: Cluster Analysis -- Chapter 6: Time Series Forecasting -- Chapter 7: Classification Models -- Chapter 8:...

Persistent link: https://www.econbiz.de/10014248696

Chronic disease progression prediction : leveraging case-based reasoning and big data analytics

Nenova, Zlatana; Shang, Jennifer - In: Production and operations management : the flagship … 31 (2022) 1, pp. 259-280

Persistent link: https://www.econbiz.de/10013163851

Uncovering insights from healthcare archives to improve operations : an association analysis for cervical cancer screening

Lee, Carmen Kar Hang; Tse, Ying Kei; Ho, G. T. S.; … - In: Technological forecasting & social change : an … 162 (2021), pp. 1-11

Persistent link: https://www.econbiz.de/10012665651

Role of blockchain, AI and big data in healthcare industry

Sharma, Prashant; Mehra, Shikha; Gupta, Pankaj - In: Information for efficient decision making : big data, …, (pp. 623-648). 2021

Persistent link: https://www.econbiz.de/10012521424