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.8 min read·Jan 6, 2022--8--8
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 models6 min read·Mar 12, 2021--1--1
Prof. Marc AubrevilleInter-rater discordance and its effect on the annotation accuracyThe relationship between Fleiss’ Kappa and the Accuracy5 min read·Aug 4, 2022----
Prof. Marc AubrevilleinTowards Data ScienceStain variations in public mitotic figure histopathology data setsIs less variation in the data really better?5 min read·Jun 21, 2020----
Prof. Marc AubrevilleinTowards Data ScienceStain estimation on microscopy whole slide imagesGetting a stable stain estimate on gigapixel images.6 min read·Jun 18, 2020--1--1
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…5 min read·Jun 15, 2020----
