[Intelligent system to perform a diagnostic protocol for lymphatic invasion in laryngeal cancer].
Laryngeal carcinoma is the most frequent malignant tumour in head and neck. Node invasion is known to be one of the most important prognostic factors. The aim of this study has been to design an intelligent system to perform a diagnostic algorithm of metastasic neck nodes. 122 clinical reports of patients diagnosed of laryngeal carcinoma in our department have been reviewed. The compiled data have been: tumor site, T stage, N stage (clinical, after CT scan and post-surgery). The method used to design the intelligent system has been the ID3, which is able to generate a minimal decision tree. Palpation has been the variable that has given more information about node invasion. CT has proved to be more efficient in supraglottic tumours. ID3 method has shown to be useful in performing diagnostic algorithms, specially when the number of cases and diagnostic tests are high.
Zapater
E
E
Servicio de Otorrinolaringología, Hospital General Universitario de Valencia. ezapater@ctv.es
Moreno
S
S
Armengot
M
M
Campos
A
A
Taleb
C
C
Alba
J R
JR
Basterra
J
J
D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D000465:Algorithms; D001185:Artificial Intelligence; D002985:Clinical Protocols; D003663:Decision Trees; D006801:Humans; D007822:Laryngeal Neoplasms / Q000473:pathology*; D008207:Lymphatic Metastasis; D008875:Middle Aged; D012189:Retrospective Studies