A pancreatic cancer detection support tool using mass spectrometry data and support vector machines

• Main Authors: Briones, Emmanuel, Lao, Angelyn R., Solano, Geoffrey A.
• Format: text
• Published: Animo Repository 2020
• Subjects: Biochemical markers; Pancreas—Cancer—Diagnosis; Mass spectrometry; Machine learning; Support vector machines; Medicine and Health Sciences; Physical Sciences and Mathematics
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2292; https://animorepository.dlsu.edu.ph/context/faculty_research/article/3291/type/native/viewcontent
• Institution: De La Salle University

Pancreatic cancer is one of the most fatal types of cancer due to its difficulty of being diagnosed in the early stages. Presently, multiple screening procedures for this disease are required to determine its presence. In this study, a pancreatic detection support tool implementing machine learning...