LEADER 02756nam 2200481 450 001 9910162740003321 005 20230120002508.0 010 $a0-12-810409-0 010 $a0-12-810408-2 035 $a(CKB)3710000001032313 035 $a(CaSebORM)9780128104095 035 $a(MiAaPQ)EBC4789490 035 $a(EXLCZ)993710000001032313 100 $a20170203h20172017 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 00$aDeep learning for medical image analysis /$fedited by Kevin Zhou, Hayit Greenspan, Dinggang Shen 205 $aFirst edition. 210 1$aLondon, England :$cAcademic Press,$d2017. 210 4$d©2017 215 $a1 online resource (460 pages) $cillustrations, photographs 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aIntroduction -- Medical Image Detection and recognition -- Medical image segmentation -- Medical image registration -- Computer-aided diagnosis and disease quantification -- Others. 330 $aDeep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Covers common research problems in medical image analysis and their challenges Describes deep learning methods and the theories behind approaches for medical image analysis Teaches how algorithms are applied to a broad range of application areas, including Chest X-ray, breast CAD, lung and chest, microscopy and pathology, etc. Includes a Foreword written by Nicholas Ayache 606 $aDiagnostic imaging$xData processing 606 $aImage analysis 615 0$aDiagnostic imaging$xData processing. 615 0$aImage analysis. 676 $a616.07540285 700 $aZhou$b S.$0912898 702 $aZhou$b S. Kevin 702 $aGreenspan$b Hayit 702 $aShen$b Dinggang 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910162740003321 996 $aDeep learning for medical image analysis$92044534 997 $aUNINA