{"product_id":"classification-of-medical-data-with-htm-cortical-learning-algorithms-von-thomas-muders","title":"Classification of Medical Data with HTM Cortical Learning Algorithms","description":"\u003cp\u003eMedical data analysis is an important task and the lives of patients often depend on  it. However, the analysis itself is often repetitive and time-consuming. Algorithms  for this tasks need to have a very high success rate and need to be understandable to  work with their parameters. This work will examine a general algorithm for various  data types: The Hierarchical Temporal Memory learning algorithm (HTM). It is  proposed to be very flexible and to work on any kind of data. The HTM algorithm  was implemented and tested with two datasets: Medical images on the one hand and  ECG recordings on the other. The proposed algorithm is only presented with a limited  data input method and a small input size by its authors. These properties needed  to be modified to support a bigger amount of data and also various data types. This  is done with an own implementation of the HTM algorithm. The results of this work  are analyzed and thoughts and ideas for future development are given at the end.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783639491920\"\u003e\u003ch3\u003eExamination of the proposed HTM algorithm with real medical data\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783639491920","offer_id":39482427015261,"sku":"9783639491920","price":28.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/8b006512-daa5-4f55-8bcd-47f8349edafe.jpg?v=1773727110","url":"https:\/\/shop.autorenwelt.de\/en\/products\/classification-of-medical-data-with-htm-cortical-learning-algorithms-von-thomas-muders","provider":"Autorenwelt Shop","version":"1.0","type":"link"}