Cheng Yi, E. Micheli-Tzanakou, D. Shindler, J. Kostis
{"title":"Study of echocardiogram for myocardial infarction using neural networks","authors":"Cheng Yi, E. Micheli-Tzanakou, D. Shindler, J. Kostis","doi":"10.1109/IEMBS.1993.978530","DOIUrl":null,"url":null,"abstract":"Ultrasonic myocardial echocardiogram is a promising approach to diagnosing myocardial infarctioni'l. We digitize echocardiographic images to study ultrasound backscatter for scar tissue detection. Neural network analysis is a successful approach to scar detection121. We improve the structure of multi-layer perceptton combined with the feedback optimization algorithm ALOPEX to make it more general and we also introduce the noisy train-","PeriodicalId":408657,"journal":{"name":"Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMBS.1993.978530","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Ultrasonic myocardial echocardiogram is a promising approach to diagnosing myocardial infarctioni'l. We digitize echocardiographic images to study ultrasound backscatter for scar tissue detection. Neural network analysis is a successful approach to scar detection121. We improve the structure of multi-layer perceptton combined with the feedback optimization algorithm ALOPEX to make it more general and we also introduce the noisy train-