ID number recognition of X-ray films by a neural network.
Results of ID number recognition of X-ray films using the neuro-computing technique implemented on a conventional engineering workstation are reported. The neural network was trained to identify the ten digits of arabic numerals and two roman letters printed on X-ray films. We used 22 sheets of films for the training set and 23 sheets for the test set. Each sheet of film contains 25 characters. A 99.5% recognition rate on the character base was achieved.
Itoh
K
K
Osaka University, Department of Applied Physics, Japan.
D000465:Algorithms; D005069:Evaluation Studies as Topic; D006801:Humans; D016571:Neural Networks, Computer; D010355:Patient Identification Systems / Q000458:organization & administration*; D011873:Radiology Information Systems / Q000458:organization & administration*; D015203:Reproducibility of Results