New screening system for unruptured cerebral aneurysms--combination of an expert system and DSA examination.
We have designed a screening system to diagnose unruptured aneurysms, including the use of digital subtraction angiography (DSA). We surveyed 115 patients who had undergone clipping procedures after subarachnoid hemorrhage (SAH) and questioned them with regard to the subjective symptoms. Sixty-eight of 92 patients who returned the questionnaire reported, prior to rupture, headache, eye pain, and neck pain most frequently, and also impairment of extraocular movements, ptosis, visual field defects, and motor and sensory disturbances. Nineteen (47.5%) of 40 patients who had complete pain relief after surgery complained of headache from 1 week to 1 month before SAH. In addition, nine patients (22.5%) complained of headache for several years, and were also pain-free after surgery. For the indication of DSA, we employed an expert system based on fuzzy set theory. Seven groups of parameters are: Group 1, a basic questionnaire concerning age, sex, and past and family histories; Group 2, 15 warning signs selected on the basis of retrospective study; and Groups 3-7, detailed questions concerning each sign. Scoring weights assigned to each condition based on the results of the retrospective study, and threshold values were determined by several neurosurgeons. The certainty factors for intermediate hypotheses were calculated from these weights and threshold values and summed up, from which the conclusion was obtained. Twelve new cases of unruptured cerebral aneurysm were diagnosed using this screening system. This system may improve the ability to diagnose cerebral aneurysms before rupture.
Samejima
H
H
Department of Neurosurgery, Ohashi Hospital, Toho University School of Medicine.
Ushikubo
Y
Y
Mizokami
T
T
Aoki
K
K
Iwabuchi
S
S
Kasai
K
K
Tsuzuki
T
T
Yamazaki
Y
Y
Yanai
H
H
Yokouchi
T
T
D000368:Aged; D015901:Angiography, Digital Subtraction; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D005103:Expert Systems; D005260:Female; D006261:Headache / Q000209:etiology; D006801:Humans; D002532:Intracranial Aneurysm / Q000150:complications / Q000000981:diagnostic imaging*; D008297:Male; D008875:Middle Aged; D012189:Retrospective Studies; D012422:Rupture, Spontaneous / Q000000981:diagnostic imaging; D013345:Subarachnoid Hemorrhage / Q000209:etiology; D013997:Time Factors