System for diagnosing medical conditions using a neural network

Surgery – Diagnostic testing

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128920, A61B 500

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active

06090044&

ABSTRACT:
A system for diagnosing medical conditions, such as low back pain (LBP), is provided, whereby a neural network is trained by presentation of large amounts of clinical data and diagnostic outcomes. Following training, the system is able to produce the diagnosis from the clinical data. While the present invention may be useful in diagnosing LBP in one embodiment, other applications of the present invention, both in the medical field and in other fields, are also envisioned. This intelligent diagnostic system is less expensive and more accurate than conventional diagnostic methods, and has the unique capability to improve its accuracy over time as more data is analyzed.

REFERENCES:
patent: 5862304 (1999-01-01), Ravdin et al.
"A Comparison of Neural Network & Other Pattern Recognition Approaches to the Diagnosis of Low Back Disorders," B. Bounds et al., Neural Networks, vol. 3, pp. 583-591, 1990.
Article entitled "Use of a Probabilistic Neural Network to Estimate the Risk of Mortality after Cardiac Surgery" by Richard K. Orr, MD, published Apr.-Jun. 1997 issue of Medical Decision Making, pp. 178-185.
Article entitled "An Artificial Neural Network System For Diagnosis Of Acute Myocardial Infarction (AMI) In The Accident And Emergency Department: Evaluation And Comparison With Serum Myoglobin Measurements" by Kennedy et al., published Aug., 1996 issue of Computer Methods and Programs in Biomedicine, pp. 93-103.
Article entitled "Artificial Neural Networks For Early Detection And Diagnosis Of Cancer" by Rogers et al., published Dec., 1993 issue of Cancer Letters, pp. 79-83.
Article entitled "Evolving Neural Networks For Detecting Breast Cancer" by Fogel et al., published May, 1995 issue of Cancer Letters, pp. 49-53.
Article entitled "Prediction Of Nodal Metastasis And Prognosis In Breast Cancer: A Neural Model" by Naguib et al., published 1997 issue Anticancer Research, pp. 2735-2742.
Article entitled "An Artificial Intelligent Diagnostic System On Differential Recognition Of Hematopoietic Cells From Microscopic Images" by Beksac et al., published 1997 issue of Cytometry (Communications In Clinical Cytometry), pp. 145-150.
Article entitled "Coronary Artery Bypass Risk Prediction Using Neural Networks" by Lippmann et al., published 1997 issue of Annals of Thoracic Surgery, pp. 1635-1643.
Article entitled "Using Neural Networks To Automatically Detect Brain Tumours In Mr Images" by Dickson et al., published Feb., 1997 issue of International Journal of Neural Systems, vol. 8, No. 1, pp. 91-99.

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