Computer Vision News - November 2023

Computer Vision News 38 MICCAI 2023 Tutorial Reproducibility is a key component of science, as the replication of findings is the process by which they become knowledge. It is widely considered that many fields of science, including medical imaging, are undergoing a reproducibility crisis. This has led to the publications of various guidelines to improve research reproducibility, such as the checklist proposed by MICCAI. During the tutorial, the participants were asked to comment on the reproducibility of various fake MICCAI-like papers that we invented. They were guided by the MICCAI checklist, which covers several elements: Models and Algorithms, Datasets, Code and Experimental results. As there is no absolute answer when analysing reproducibility, this led to rich discussions and a few conclusions. by Ninon Burgos, Camille Brianceau and Elina Thibeau-Sutre

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