Raman spectroscopy with machine-learning classification for the prediction of stereotactic radiotherapy induced treatment toxicity in high-risk localised prostate cancer

Medicine and Dentistry

• Raman Spectrometry 100%
• Prostate Cancer 100%
• Stereotactic Radiotherapy 100%
• Radiosensitivity 66%
• Radiation Therapy 66%
• Lymphocyte 66%
• Partial Least Squares Regression 33%
• Therapeutic Window 33%
• Amino Acid 33%
• Biochemical Analysis 33%
• Discriminant Analysis 33%
• Peripheral Lymphocyte 33%
• Hormone Therapy 33%
• Acid Protein 33%
• Least Squares Method 33%
• Lipid 33%
• Area under the Curve 33%

Biochemistry, Genetics and Molecular Biology

• Blood Plasma 100%
• Radiosensitivity 66%
• Lymphocyte 66%
• Lipid 33%
• Peripheral Blood Lymphocyte 33%
• Random Forest 33%
• Amino Acids 33%

Pharmacology, Toxicology and Pharmaceutical Science

• Prostate Cancer 100%
• Therapeutic Window 50%
• Lipid 50%
• Acid Protein 50%
• Amino Acid 50%
• Endocrine Therapy 50%