LEADER 05614nam 22007095 450 001 996466193203316 005 20200630013835.0 010 $a3-030-00320-5 024 7 $a10.1007/978-3-030-00320-3 035 $a(CKB)4100000006519933 035 $a(DE-He213)978-3-030-00320-3 035 $a(MiAaPQ)EBC6286413 035 $a(PPN)230538592 035 $a(EXLCZ)994100000006519933 100 $a20180912d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPRedictive Intelligence in MEdicine$b[electronic resource] $eFirst International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /$fedited by Islem Rekik, Gozde Unal, Ehsan Adeli, Sang Hyun Park 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XII, 174 p. 72 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11121 311 $a3-030-00319-1 320 $aIncludes bibliographical references and index. 327 $aComputer Aided Identification of Motion Disturbances Related to Parkinson's Disease -- Prediction of Severity and Treatment Outcome for ASD from fMRI -- Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network -- Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease -- Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study -- Predictive Patient Care: Survival Model to Prevent Medication Non-adherence -- Joint Robust Imputation and Classification for Early Dementia Detection Using Incomplete Multi-Modality Data -- Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease -- Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations -- Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis -- Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI -- Multi-View Brain Network Prediction From a Source View Using Sample Selection via CCA-based Multi-Kernel Connectomic Manifold Learning -- Predicting Emotional Intelligence Scores From Multi-Session Functional Brain Connectomes -- Predictive Modeling of Longitudinal Data for Alzheimer's Disease Diagnosis Using RNNs -- Towards Continuous Health Diagnosis from Faces with Deep Learning -- XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference -- 3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis -- Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI -- Diffusion MRI Spatial Super-Resolution Using Generative Adversarialv Networks -- Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks. 330 $aThis book constitutes the refereed proceedings of the First International Workshop on PRedictive Intelligence in MEdicine, PRIME 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 20 full papers presented were carefully reviewed and selected from 23 submissions. The main aim of the workshop is to propel the advent of predictive models in a broad sense, with application to medical data. Particularly, the workshop will admit papers describing new cutting-edge predictive models and methods that solve challenging problems in the medical field. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11121 606 $aArtificial intelligence 606 $aOptical data processing 606 $aPattern recognition 606 $aComputer organization 606 $aComputers 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aComputer Systems Organization and Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13006 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 615 0$aArtificial intelligence. 615 0$aOptical data processing. 615 0$aPattern recognition. 615 0$aComputer organization. 615 0$aComputers. 615 14$aArtificial Intelligence. 615 24$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aComputer Systems Organization and Communication Networks. 615 24$aInformation Systems and Communication Service. 676 $a610.28563 702 $aRekik$b Islem$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aUnal$b Gozde$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAdeli$b Ehsan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPark$b Sang Hyun$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466193203316 996 $aPredictive intelligence in medicine$92227350 997 $aUNISA