Assessing the performance of spectroscopic models for cancer diagnostics using cross-validation and permutation testing

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8219, Issue , 2012, Pages

  Lloyd, G R ^a,b   Hutchings, J ^a,b   Almond, L M ^a,b   Barr, H ^a,b   Kendall, C ^a,b   Stone, N ^a,b  

^a GLOUCESTERSHIRE HOSPITALS NHS FOUNDATION TRUST   (United Kingdom)

^b CRANFIELD UNIVERSITY   (United Kingdom)

Author keywords

cancer; chemometrics; diagnosis; discriminant analysis; Raman spectroscopy; validation

Indexed keywords

CANCER; CANCER DIAGNOSTICS; CHEMOMETRICS; CONFIDENCE INTERVAL; CROSS VALIDATION; DIAGNOSTIC DECISIONS; LINEAR DISCRIMINANT ANALYSIS; PERMUTATION TESTING; RAMAN SPECTROSCOPIC; ROBUST TECHNIQUE; SENSITIVITY AND SPECIFICITY; SPECTROSCOPIC DATA; SPECTROSCOPIC MODELS; VALIDATION;

DIAGNOSIS; DISCRIMINANT ANALYSIS; INDUSTRIAL RESEARCH; RAMAN SPECTROSCOPY; VIBRATIONAL SPECTROSCOPY;

DISEASES;

EID: 84861839235     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.919864     Document Type: Conference Paper

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