AIMC Topic: Diagnosis, Differential

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Multiple fuzzy c-means clustering algorithm in medical diagnosis.

Technology and health care : official journal of the European Society for Engineering and Medicine
BACKGROUND: In recent years, the use of the fuzzy c-means (FCM) clustering techniques in medical diagnosis has steadily increased, because of its effectiveness in recognizing systems in the medical database to help medical experts diagnosing diseases...

A novel method of diagnosing premature ventricular contraction based on sparse auto-encoder and softmax regression.

Bio-medical materials and engineering
Premature ventricular contraction (PVC) is one of the most serious arrhythmias. Without early diagnosis and proper treatment, PVC can result in significant complications. In this paper, a novel feature extraction method based on a sparse auto-encoder...

Applying Automated MR-Based Diagnostic Methods to the Memory Clinic: A Prospective Study.

Journal of Alzheimer's disease : JAD
Several studies have demonstrated that fully automated pattern recognition methods applied to structural magnetic resonance imaging (MRI) aid in the diagnosis of dementia, but these conclusions are based on highly preselected samples that significant...

Pilots with vasovagal syncope: fit to fly?

Aviation, space, and environmental medicine
Two pilots who had experienced vasovagal syncope were grounded by the aeromedical service. Pilot A had experienced three episodes of syncope in medical settings, none during flight. Pilot B had experienced four episodes of syncope in emotional/medica...

Pseudo-internuclear oculomotor ophthalmoplegia secondary to Guillain-Barré polyneuronitis simulating myasthenia gravis in a air transport pilot.

Aviation, space, and environmental medicine
A 32-year old experienced co-pilot was grounded because of handicapping and disabling doulbe vision and was off-flight from October, 1969, until January, 1972. He presented with a bilateral external ophthalmoplegia with alternate extreme divergent st...