Disease pattern recognition in infrared spectra of human sera with diabetes mellitus as an example.
Appl Opt
; 39(19): 3372-9, 2000 Jul 01.
Article
en En
| MEDLINE
| ID: mdl-18349906
ABSTRACT
To benefit from the full information content of the mid-IR spectra of human sera, we directly related the overall shape of the spectra to the donors' disease states. For this approach of disease pattern recognition we applied cluster analysis and discriminant analysis to the example of the disease states diabetes type 1, diabetes type 2, and healthy. In a binary, supervised classification of any pair of these disease states we achieved specificities and sensitivities of approximately 80% within our data set.
Buscar en Google
Colección:
01-internacional
Banco de datos:
MEDLINE
Idioma:
En
Revista:
Appl Opt
Año:
2000
Tipo del documento:
Article
País de afiliación:
Alemania