{"product_id":"9783031987274","title":"Springer Series in Reliability Engineering","description":"\u003ch1\u003eSpringer Series in Reliability Engineering\u003c\/h1\u003e \u003ch2\u003eDiwakar, Manoj; Ravi, Vinayakumar; Singh, Prabhishek; Pham, Hoang\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book explains medical image processing and analysis using deep learning algorithms to analyze medical data. It focuses on the latest achievements and developments in applying this analysis to medical imaging, clinical, and other healthcare applications.\u003c\/p\u003e\n\u003cp\u003eThe book covers among other areas:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImage acquisition and formation.\u003c\/li\u003e\n\u003cli\u003eComputer-aided diagnosis.\u003c\/li\u003e\n\u003cli\u003eImage classification.\u003c\/li\u003e\n\u003cli\u003eFeature extraction.\u003c\/li\u003e\n\u003cli\u003eImage enhancement\/segmentation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eMedical image processing issues such as segmentation, visualization, registration, and navigation may seem to be distinct, yet they are all intertwined in the process of resolving clinical bottlenecks. Using deep learning algorithms, researchers were able to achieve record-breaking performance and set the bar for future research. Due to the extensive quantity of medical imaging data of CT scan, ultrasound, and MRI, there is widespread use of machine learning, specifically deep learning, to discover specific patterns on such data. Such large data is well quantified by deep learning models. Deep learning is now being utilized, customized, and particularly developed for medical image analysis, as opposed to when it was first introduced to the community. Having learned more about the techniques, researchers have come up with innovative ideas for combining artificial intelligence (AI) with neural networks to solve difficult issues like medical image reconstruction. \u003cbr\u003eThe key features of this book are:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMachine learning and deep learning applications.\u003c\/li\u003e\n\u003cli\u003eMedical imaging applications.\u003c\/li\u003e\n\u003cli\u003eFeature extraction and analysis.\u003c\/li\u003e\n\u003cli\u003eMedical image classification, segmentation, recognition, and registration.\u003c\/li\u003e\n\u003cli\u003eMedical image analysis and enhancement.\u003c\/li\u003e\n\u003cli\u003eHandling medical image dataset.\u003c\/li\u003e\n\u003c\/ul\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-10-02\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031987274\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-98728-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 429\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":44398624538764,"sku":"9783031987274","price":143.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031987274.jpg?v=1774495416","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031987274","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}