{"product_id":"deep-learners-and-deep-learner-descriptors-for-medical-applications-von-sheryl-brahnam-rick-brattin-stefano-ghidoni-lakhmi-c-jain-loris-nanni-hrsg","title":"Deep Learners and Deep Learner Descriptors for Medical Applications","description":"\n                \u003cp\u003eThis book introduces readers to the current trends in using deep learners and deep learner descriptors for medical applications. It reviews the recent literature and presents a variety of medical image and sound applications to illustrate the five major ways deep learners can be utilized: 1) by training a deep learner from scratch (chapters provide tips for handling imbalances and other problems with the medical data); 2) by implementing transfer learning from a pre-trained deep learner and extracting deep features for different CNN layers that can be fed into simpler classifiers, such as the support vector machine; 3) by fine-tuning one or more pre-trained deep learners on an unrelated dataset so that they are able to identify novel medical datasets; 4) by fusing different deep learner architectures; and 5) by combining the above methods to generate a variety of more elaborate ensembles. This book is a value resource for anyone involved in engineering deep learners for medical applications as well as to those interested in learning more about the current techniques in this exciting field. A number of chapters provide source code that can be used to investigate topics further or to kick-start new projects. \u003c\/p\u003e\n                \u003cp\u003e\u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030427481\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030427481","offer_id":32548395647069,"sku":"9783030427481","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/44c2350f-27db-4c11-b436-da38c4617e10.jpg?v=1775189389","url":"https:\/\/shop.autorenwelt.de\/products\/deep-learners-and-deep-learner-descriptors-for-medical-applications-von-sheryl-brahnam-rick-brattin-stefano-ghidoni-lakhmi-c-jain-loris-nanni-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}