04103nam 22007815 450 991052374390332120251225203551.03-030-94907-910.1007/978-3-030-94907-5(CKB)5670000000197615(MiAaPQ)EBC6875055(Au-PeEL)EBL6875055(PPN)268949433(BIP)83052253(BIP)82598544(DE-He213)978-3-030-94907-5(EXLCZ)99567000000019761520220120d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDiabetic Foot Ulcers Grand Challenge Second Challenge, DFUC 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings /edited by Moi Hoon Yap, Bill Cassidy, Connah Kendrick1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (127 pages)Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;131833-030-94906-0 Development of Diabetic Foot Ulcer Datasets: An Overview -- DFUC2021 Challenge Papers -- Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification -- Boosting EffcientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers -- Bias Adjustable Activation Network for Imbalanced data — Diabetic Foot Ulcer Challenge 2021 -- Effcient Multi-model Vision Transformer based on Feature Fusion for Classification of DFUC2021 Challenge -- Diabetic Foot Ulcer Classification using Well-known Deep Learning Architectures -- Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary -- Post Challenge Paper -- Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer.This book constitutes the Second Diabetic Foot Ulcers Grand Challenge, DFUC 2021, which was held on September 27, 2021, in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021. The challenge took place virtually due to the COVID-19 pandemic. The 6 full papers included in this book were carefully reviewed and selected from 14 submissions. There is also an overview paper on the challenge and datasets and one summary paper of DFUC 2021. .Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;13183Image processingDigital techniquesComputer visionMachine learningComputer scienceMathematicsMathematical statisticsSocial sciencesData processingComputersComputer Imaging, Vision, Pattern Recognition and GraphicsMachine LearningProbability and Statistics in Computer ScienceComputer Application in Social and Behavioral SciencesComputing MilieuxImage processingDigital techniques.Computer vision.Machine learning.Computer scienceMathematics.Mathematical statistics.Social sciencesData processing.Computers.Computer Imaging, Vision, Pattern Recognition and Graphics.Machine Learning.Probability and Statistics in Computer Science.Computer Application in Social and Behavioral Sciences.Computing Milieux.616.462616.462Yap Moi HoonCassidy BillKendrick ConnahMiAaPQMiAaPQMiAaPQBOOK9910523743903321Diabetic Foot Ulcers Grand Challenge3030823UNINA00672nam 2200253 450 99666407130331620250704150006.020250704d1965----km y0itay5003 baitaITy 00 yProprietà e impresa agricolaNatalino IrtiNapoliJovene1965VII, 93 p.24 cmProprietà fondiariaBNCF346.450432IRTI,Natalino68386ITcbaREICAT996664071303316XVI.7.C. 378FBUOXVI.7.C.BKFBUOProprietà e impresa agricola4402560UNISA