Identification of Diagnostic Biomarkers for Cardiovascular Diseases and Diabetes Mellitus Through Raman Spectroscopy and Machine Learning Algorithms.
Megan WilsonDhiya Al-Jumeily ObeIsmail AbbasIftikhar KhanJason BirkettLeung TangSulaf AssiPublished in: DeSE (2023)
Keyphrases
- machine learning algorithms
- diabetes mellitus
- cardiovascular disease
- risk factors
- clinical diagnosis
- medical diagnosis
- raman spectra
- benchmark data sets
- learning algorithm
- diabetic patients
- machine learning
- decision trees
- machine learning methods
- mass spectrometry
- learning problems
- machine learning models
- statistical methods
- risk management
- breast cancer
- x ray
- medical images
- decision making
- risk assessment
- multiclass classification
- multi class