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The global home healthcare market is growing rapidly due to aging populations, advancements in healthcare technology, and patient preference for home-based care. In this paper, we study the multi-day planning problem of simultaneously…

Optimization and Control · Mathematics 2024-07-10 Carolin Bauerhenne , Jonathan Bard , Rainer Kolisch

This paper addresses a realistic home health care and home care (HHC\&HC) problem which has become increasingly complex in the face of demographic aging and post-COVID-19 disruptions. The HHC\&HC sector, as the essential component of modern…

Optimization and Control · Mathematics 2024-02-13 Qiao Pan , Zhaofang Mao

Nursing homes (NHs) are critical healthcare infrastructures for caring frail older adults with 24/7 formal care and personal assistance. Adequate NH resource planning is of great importance to ensure desired quality of care and resident…

Systems and Control · Electrical Eng. & Systems 2021-02-04 Xuxue Sun , Nazmus Sakib , Nan Kong , Hongdao Meng , Kathryn Hyer , Chris Masterson , Mingyang Li

The growing aging population has significantly increased demand for efficient home health care (HHC) services. This study introduces a Vehicle Routing and Appointment Scheduling Problem (VRASP) to simultaneously optimize caregiver routes…

Optimization and Control · Mathematics 2025-05-28 Yi Zhang , Zhenzhen Zhang

Operational decisions in healthcare, logistics, and public policy increasingly involve algorithms that recommend candidate solutions, such as treatment plans, delivery routes, or policy options, while leaving the final choice to human…

Machine Learning · Computer Science 2025-08-06 Michael Lingzhi Li , Shixiang Zhu

This paper introduces the concept of task-splitting into home healthcare (HHC) routing and scheduling. It focuses on the design of routes and timetables for caregivers providing services at patients' homes. Task-splitting is the division of…

Optimization and Control · Mathematics 2026-05-07 Loek van Montfort , Wout Dullaert , Markus Leitner

This study examines a home healthcare scheduling and routing problem (HHSRP) with a lunch break requirement. This problem especially consists of lunch break constraints for caregivers in addition to other typical features of the HHSRP in…

Computers and Society · Computer Science 2024-12-11 Ömer Öztürkoğlu , Gökberk Özsakallı , Syed Shah Sultan Mohiuddin Qadri

Home health care problems consist of scheduling visits to home patients by health professionals while following a series of requirements. This paper studies the Home Health Care Routing and Scheduling Problem, which comprises a…

Systems and Control · Electrical Eng. & Systems 2022-07-04 Alberto F. Kummer , Olinto C. B. de Araújo , Luciana S. Buriol , Mauricio G. C. Resende

The problem addressed in this paper is how to calculate the amount of personnel required to ensure the activity of a home health care (HHC) center on a tactical horizon. Design of quantitative approaches for this question is challenging.…

Computers and Society · Computer Science 2018-11-16 C. Rodriguez , Thierry Garaix , X. Xie , V. Augusto

We propose stochastic optimization methodologies for a staffing and capacity planning problem arising from home care practice. Specifically, we consider the perspective of a home care agency that must decide the number of caregivers to hire…

Optimization and Control · Mathematics 2022-03-29 Ridong Wang , Karmel S. Shehadeh , Xiaolei Xie , Lefei Li

Recently the patient centered medical home (PCMH) model has become a popular approach to deliver better care to patients. Current research shows that the most important key for succession of this method is to make balance between healthcare…

Applications · Statistics 2014-03-05 Issac Shams , Saeede Ajorlou , Kai Yang

Recently the patient-centered medical home (PCMH) model has become a popular team-based approach focused on delivering more streamlined care to patients. In current practices of medical homes, a clinical-based prediction frame is…

Applications · Statistics 2014-02-27 Saeede Ajorlou , Issac Shams , Kai Yang

Allocation of scarce healthcare resources under limited logistic and infrastructural facilities is a major issue in the modern society. We consider the problem of allocation of healthcare resources like vaccines to people or hospital beds…

Multiagent Systems · Computer Science 2023-03-21 Aadityan Ganesh , Prajakta Nimbhorkar , Pratik Ghosal , Vishwa Prakash HV

As an important means of providing medical services in developing countries and remote areas, Mobile Health Clinics (MHCs) focus on distributing medical supplies and providing basic health needs to underserved communities. In this paper, we…

Optimization and Control · Mathematics 2024-12-24 Faisal Alkaabneh , Sam Jotham Sutharson

Nursing homes are critical facilities for caring frail older adults with round-the-clock formal care and personal assistance. To ensure quality care for nursing home residents, adequate staffing level is of great importance. Current nursing…

Applications · Statistics 2021-02-09 Xuxue Sun , Nan Kong , Nazmus Sakib , Chao Meng , Kathryn Hyer , Hongdao Meng , Chris Masterson , Mingyang Li

Objective. To develop an automated, data-driven, and scale-flexible method to delineate HSAs and HRRs that are up-to-date, representative of all patients, and have the optimal localization of hospital visits. Data Sources. The 2011 State…

Applications · Statistics 2020-06-02 Yujie Hu , Fahui Wang , Imam Xierali

The optimization of complex medical appointment scheduling remains a significant operational challenge in multi-center healthcare environments, where clinical safety protocols and patient logistics must be reconciled. This study proposes…

Neural and Evolutionary Computing · Computer Science 2026-02-26 Ana Rodrigues , Rui Rego

One of the recently proposed strategies in health systems is providing services to patients at home, improving the service quality, besides reducing the health system costs. In the real world, some services, such as biological tests or…

Optimization and Control · Mathematics 2022-05-03 Pouria Khodabandeh , Vahid Kayvanfar , Majid Rafiee , Frank Werner

Planning with preferences has been employed extensively to quickly generate high-quality plans. However, it may be difficult for the human expert to supply this information without knowledge of the reasoning employed by the planner and the…

Artificial Intelligence · Computer Science 2018-04-23 Mayukh Das , Phillip Odom , Md. Rakibul Islam , Janardhan Rao , Doppa , Dan Roth , Sriraam Natarajan

We investigate computational and mechanism design aspects of scarce resource allocation, where the primary rationing mechanism is through waiting times. Specifically we consider allocating medical treatments to a population of patients.…

Computer Science and Game Theory · Computer Science 2013-12-09 Mark Braverman , Jing Chen , Sampath Kannan
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