PinnedProf. Marc AubrevilleinTowards Data ScienceWriting more successful machine learning research papersThings to have in mind while writing if you want to impress your reviewers and your fellow researchers.Jan 6, 20229Jan 6, 20229
PinnedProf. Marc AubrevilleinTowards Data ScienceThis is why your deep learning models don’t work on another microscopy scannerA tale about stronger-than-expected domain shift in deep learning modelsMar 12, 20211Mar 12, 20211
Prof. Marc AubrevilleInter-rater discordance and its effect on the annotation accuracyThe relationship between Fleiss’ Kappa and the AccuracyAug 4, 2022Aug 4, 2022
Prof. Marc AubrevilleinTowards Data ScienceStain variations in public mitotic figure histopathology data setsIs less variation in the data really better?Jun 21, 2020Jun 21, 2020
Prof. Marc AubrevilleinTowards Data ScienceStain estimation on microscopy whole slide imagesGetting a stable stain estimate on gigapixel images.Jun 18, 20201Jun 18, 20201
Prof. Marc AubrevilleinTowards Data ScienceMicroscopy stain variations and how to estimate themIf you have seen a couple of microscopy images of tissue (histopathology images), you must have noticed that they come in all variants of…Jun 15, 2020Jun 15, 2020