Worldwide, the healthcare industry would continue to thrive and grow, due to the increasing demands of diagnosis, treatment, disease prevention, medicine, and service which affect the mortal rates and life quality of human beings. Two key issues of the modern healthcare industry are improving healthcare quality, as well as reducing economic and human costs. The problems in the healthcare industry can be formulated as scheduling, planning, predicting, and optimization problems, where evolutionary computation methods can play an important role. Although evolutionary computation has been applied to scheduling and planning for trauma system and pharmaceutical manufacturing, other problems in the healthcare industry such as decision making in computer-aided diagnosis and predicting for disease prevention have not been properly formulated for evolutionary computation techniques, and many evolutionary computation techniques are widely adopted in the healthcare community.
Scope and Topics
This special session aims to promote the research on evolutionary computation methods for their application to the healthcare industry. The topics of this special session include but are not limited to the following topics:
Evolutionary computation in resource allocation for hospital location planning, aeromedical retrieval system planning, etc.
Application of evolutionary computation for job scheduling, such as ambulance scheduling, nurse scheduling, job scheduling in medical device and pharmaceutical manufacturing, etc.
Multiple-criteria decision-making for computer-aided diagnosis using expert systems.
Web self-diagnostic system with the application of information retrieval and recommendation system.
Learning and optimization for vaccine selection and personalized/stratified medicine.
Data-driven surrogate-assisted evolutionary algorithms in pharmaceutical manufacturing processes.
Modelling and prediction in epidemic surveillance system for disease prevention.
Route planning for disability robots.
Paper submission: January 31, 2022 (11:59 PM AoE)
Notification to acceptance: April 26, 2022
Final submission: May 23, 2022