LEADER 02681oam 2200457 450 001 996418320403316 005 20210615100402.0 010 $a3-030-66843-6 024 7 $a10.1007/978-3-030-66843-3 035 $a(CKB)5590000000430292 035 $a(DE-He213)978-3-030-66843-3 035 $a(MiAaPQ)EBC6449810 035 $a(PPN)252514866 035 $a(EXLCZ)995590000000430292 100 $a20210615d2020 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aMachine learning in clinical neuroimaging and radiogenomics in neuro-oncology $ethird international workshop, mlcn 2020, and second international workshop, rno-ai 2020, held in conjunction with miccai 2020, lima, peru, october 4-8, 2020, proceedings /$fedited by Seyed Mostafa Kia, 7 others 205 $a1st ed. 2020. 210 1$aCham, Switzerland :$cSpringer,$d[2020] 210 4$d©2020 215 $a1 online resource (XVIII, 305 p. 8 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v12449 300 $aIncludes index. 311 $a3-030-66842-8 330 $aThis book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and the Second International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020.* For MLCN 2020, 18 papers out of 28 submissions were accepted for publication. The accepted papers present novel contributions in both developing new machine learning methods and applications of existing methods to solve challenging problems in clinical neuroimaging. For RNO-AI 2020, all 8 submissions were accepted for publication. They focus on addressing the problems of applying machine learning to large and multi-site clinical neuroimaging datasets. The workshop aimed to bring together experts in both machine learning and clinical neuroimaging to discuss and hopefully bridge the existing challenges of applied machine learning in clinical neuroscience. *The workshops were held virtually due to the COVID-19 pandemic. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v12449 606 $aMachine learning 615 0$aMachine learning. 676 $a006.31 702 $aKia$b Seyed Mostafa 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a996418320403316 996 $aMachine learning in clinical neuroimaging and radiogenomics in neuro-oncology$92068892 997 $aUNISA