Optimization of healthcare process management using machine learning
Date Issued
February 20, 2024
Type
Μεταπτυχιακή Διπλωματική Εργασία
Abstract
Healthcare management plays a crucial role in ensuring the efficient deliv-
ery of healthcare services. This responsibility encompasses strategic planning,
resource management, and regulatory compliance to enhance patient care out-
comes. In this paper, we delve into the multifaceted nature of healthcare
management, highlighting the expertise required to optimize processes within
dynamic healthcare environments. Furthermore, we explore the potential of
machine learning in addressing operational challenges within healthcare. By
examining various machine learning algorithms, we identify their advantages
and limitations, proposing a structured method of application. Through this
analysis, we aim to illuminate how machine learning can minimize patient wait-
ing times and optimize overall healthcare operations. By integrating advanced
technologies and strategic approaches, healthcare organizations can harness
the transformative power of machine learning to improve efficiency and patient
care delivery.
Subjects