Determining Reference Spectra for Medical Diagnosis Using Clustering Methods

• Published in: Procedia computer science Vol. 225; pp. 4700 - 4705
• Main Authors: Pancerz, Krzysztof, Paja, Wiesław, Jakubczyk, Paweł
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2023
• Subjects: clustering; machine learning; medical diagnosis; reference spectra; medical diagnosis; clustering; reference spectra; machine learning

In the paper, we describe the procedure of determining reference spectra for medical diagnosis. In our research, we have used various clustering methods to extract spectra of a group of healthy patients participating in the determination of the final reference spectra. The results presented in the p...