Computer image analysis in the diagnosis of melanoma.
BACKGROUND
It is often difficult to differentiate early melanoma from benign pigmented lesions of similar clinical appearance.


OBJECTIVE
Our purpose was to develop a computer image analysis system that has the potential for use as an adjunct to the clinical distinction of melanoma from less serious pigmented lesions.


METHODS
The system, consisting of a hand-held device incorporating a color video camera and color frame grabber mounted in a microcomputer, was used in a pigmented lesion clinic. Analysis software extracted features relevant to the size, color, shape, and boundary of each lesion, and these features were correlated with clinical and histologic characteristics on which standard diagnoses of skin tumors are based. For discriminant analysis based on image analysis measurements, equal prior probabilities were assigned to two specified diagnostic groups, namely melanoma and "other pigmented lesions," most of which were melanocytic nevi.


RESULTS
In a 20-month period, video images of 164 unselected pigmented lesions for which complete diagnostic data were available were successfully captured using the camera. Sixteen of 18 melanomas, and 89% of pigmented lesions overall, were correctly classified by the image analysis system, compared with 83% based on clinical gradings of lesion characteristics.


CONCLUSIONS
Computer image analysis has the potential to provide a valuable diagnostic aid that could enable clinicians to make highly sensitive and specific diagnoses of early, curable melanoma.
Epidemiology Unit, Queensland Institute of Medical Research, Herston, Brisbane, Australia.
A
A
Green
N
N
Martin
J
J
Pfitzner
M
M
O'Rourke
N
N
Knight
D000293:Adolescent; D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D002648:Child; D003936:Diagnosis, Computer-Assisted / Q000295:instrumentation; D003937:Diagnosis, Differential; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000295:instrumentation; D008297:Male; D008545:Melanoma / Q000175:diagnosis* / Q000473:pathology; D008838:Microcomputers; D008875:Middle Aged; D009508:Nevus, Pigmented / Q000175:diagnosis / Q000473:pathology; D010859:Pigmentation Disorders / Q000175:diagnosis / Q000473:pathology; D015203:Reproducibility of Results; D012878:Skin Neoplasms / Q000175:diagnosis* / Q000473:pathology; D012984:Software; D014743:Videotape Recording / Q000295:instrumentation