TY - GEN digital ID - 131867361 TI - Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis : 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings AU - Sudre, Carole H. AU - Licandro, Roxane AU - Baumgartner, Christian AU - Melbourne, Andrew AU - Dalca, Adrian AU - Hutter, Jana AU - Tanno, Ryutaro AU - Abaci Turk, Esra AU - Van Leemput, Koen AU - Torrents Barrena, Jordina AU - Wells, William M. AU - Macgowan, Christopher PY - 2021 SN - 9783030877354 9783030877361 9783030877347 PB - Cham Springer International Publishing DB - UniCat KW - Mathematical statistics KW - Biomathematics. Biometry. Biostatistics KW - Biological techniques KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - computervisie KW - patroonherkenning KW - factoranalyse KW - bio-informatica KW - biologie KW - KI (kunstmatige intelligentie) UR - https://www.unicat.be/uniCat?func=search&query=sysid:131867361 AB - This book constitutes the refereed proceedings of the Third Second International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2021, and the 6th International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 2021, held in conjunction with MICCAI 2021. The conference was planned to take place in Strasbourg, France, but was held virtually due to the COVID-19 pandemic.For UNSURE 2021, 13 papers from 18 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world. PIPPI 2021 accepted 14 papers from the 18 submissions received. The workshop aims to bring together methods and experience from researchers and authors working on these younger cohorts and provides a forum for the open discussion of advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period. ER -