03340nam 22006975 450 991050263980332120251113195127.03-030-87589-X10.1007/978-3-030-87589-3(CKB)4100000012036814(MiAaPQ)EBC6734422(Au-PeEL)EBL6734422(OCoLC)1269482863(DE-He213)978-3-030-87589-3(PPN)258051841(EXLCZ)99410000001203681420210925d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMachine Learning in Medical Imaging 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings /edited by Chunfeng Lian, Xiaohuan Cao, Islem Rekik, Xuanang Xu, Pingkun Yan1st ed. 2021.Cham :Springer International Publishing :Imprint: Springer,2021.1 online resource (721 pages)Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;129663-030-87588-1 This book constitutes the proceedings of the 12th International Workshop on Machine Learning in Medical Imaging, MLMI 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in September 2021.* The 71 papers presented in this volume were carefully reviewed and selected from 92 submissions. They focus on major trends and challenges in the above-mentioned area, aiming to identify new-cutting-edge techniques and their uses in medical imaging. Topics dealt with are: deep learning, generative adversarial learning, ensemble learning, sparse learning, multi-task learning, multi-view learning, manifold learning, and reinforcement learning, with their applications to medical image analysis, computer-aided detection and diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc. *The workshop was held virtually.Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;12966Computer visionArtificial intelligenceComputer engineeringComputer networksPattern recognition systemsBioinformaticsComputer VisionArtificial IntelligenceComputer Engineering and NetworksAutomated Pattern RecognitionComputational and Systems BiologyComputer vision.Artificial intelligence.Computer engineering.Computer networks.Pattern recognition systems.Bioinformatics.Computer Vision.Artificial Intelligence.Computer Engineering and Networks.Automated Pattern Recognition.Computational and Systems Biology.006.31Lian ChunfengMiAaPQMiAaPQMiAaPQBOOK9910502639803321Machine Learning in Medical Imaging2998079UNINA