Analysis of the clinical variables driving decision in an artificial neural network trained to identify the presence of myocardial infarction.

[1]  R B D'Agostino,et al.  The usefulness of a predictive instrument to reduce inappropriate admissions to the coronary care unit. , 1980, Annals of internal medicine.

[2]  Jeffrey A. Stem,et al.  A computer-derived protocol to aid in the diagnosis of emergency room patients with acute chest pain. , 1982, The New England journal of medicine.

[3]  Geoffrey E. Hinton,et al.  Learning internal representations by error propagation , 1986 .

[4]  R. Nakano,et al.  Medical diagnostic expert system based on PDP model , 1988, IEEE 1988 International Conference on Neural Networks.

[5]  Donna L. Hudson,et al.  Determination of Testing Efficacy in Carcinoma of the Lung Using a Neural Network Model. , 1988 .

[6]  E F Cook,et al.  A computer protocol to predict myocardial infarction in emergency department patients with chest pain. , 1988, The New England journal of medicine.

[7]  Richard S. Johannes,et al.  Using the ADAP Learning Algorithm to Forecast the Onset of Diabetes Mellitus , 1988 .

[8]  Emile Servan-Schreiber,et al.  A Connectionist Approach to the Diagnosis of Dementia , 1988 .

[9]  A. Chiabrera,et al.  A neural network approach for bone fracture healing assessment , 1990, IEEE Engineering in Medicine and Biology Magazine.

[10]  David E. Rumelhart,et al.  Predicting the Future: a Connectionist Approach , 1990, Int. J. Neural Syst..

[11]  William G. Baxt,et al.  Use of an Artificial Neural Network for Data Analysis in Clinical Decision-Making: The Diagnosis of Acute Coronary Occlusion , 1990, Neural Computation.

[12]  K. Shimohara,et al.  EEG topography recognition by neural networks , 1990, IEEE Engineering in Medicine and Biology Magazine.

[13]  David G. Bounds,et al.  A comparison of neural network and other pattern recognition approaches to the diagnosis of low back disorders , 1990, Neural Networks.

[14]  R. A. Langenderfer,et al.  Use of neural networks in detecting cardiac diseases from echocardiographic images , 1990, IEEE Engineering in Medicine and Biology Magazine.

[15]  W. Baxt Use of an artificial neural network for the diagnosis of myocardial infarction. , 1991, Annals of internal medicine.

[16]  R. L. Kennedy,et al.  The early diagnosis of heart attacks: a neurocomputational approach , 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.

[17]  Russell C. Eberhart,et al.  Neural network paradigm comparisons for appendicitis diagnoses , 1991, [1991] Computer-Based Medical Systems@m_Proceedings of the Fourth Annual IEEE Symposium.

[18]  William G. Baxt,et al.  Improving the Accuracy of an Artificial Neural Network Using Multiple Differently Trained Networks , 1992, Neural Computation.