eng Science and Education Publishing American Journal of Applied Mathematics and Statistics 2328-7292 2023-08-31 11 2 70 76 10.12691/ajams-11-2-5 AJAMS20231125 article Dalia K. A. A. Rizk 1 Hoda M. Hosny 1 Michael Gr. Voskoglou 2 El-Sayed M. El-Horbaty 3 Abdel-Badeeh M. Salem 3 Faculty of Computer Science, The American University in Cairo, Egypt Faculty of Engineering, University of Peloponnese, Patras, Greece Faculty of Computer& Info. Sciences, Ain Shams University, Egypt A range of healthcare and medical sectors can benefit from the intelligent concepts, approaches, techniques, and algorithms provided by artificial intelligence (AI) paradigms. AI could streamline patient flow or treatment strategies and give doctors virtually all the data they require to make wise medical and healthcare decisions. Healthcare is just beginning to undergo a significant change because of AI, starting with the creation of treatment strategies and moving through the augmentation of repetitive tasks through medication management or drug research. It can be used in a wide range of contexts, including data management, drug research, diabetic treatment, and digital consultation. Furthermore, the benefits of AI enable the investigation of enormous datasets by algorithms in situations like those involving inaccessible geographic regions. Most other emerging technologies fall under the general heading of AI. Due to their significance in identifying patients with chronic diseases, their capacity to identify risk scenarios, and their ability to foster the development of novel remedies, these new technologies must be integrated into healthcare. As a result, a set of rules that are too complex and extensive for a human programmer to handle is given into an AI software to detect the similarities. The main objective of this paper is to analyze the major known AI algorithms and to show their usage with healthcare services. http://pubs.sciepub.com/ajams/11/2/5/ajams-11-2-5.pdf Artificial Intelligence Algorithms Healthcare Systems Linear Regression K-Nearest Neighbors Artificial Neural Network Hypermutation Genetic Algorithm Fuzzy - Case Based Reasoning Algorithm