all AI news
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge. (arXiv:2108.11269v2 [eess.IV] UPDATED)
Jan. 14, 2022, 2:10 a.m. | Frauke Wilm, Christian Marzahl, Katharina Breininger, Marc Aubreville
cs.CV updates on arXiv.org arxiv.org
Assessing the Mitotic Count has a known high degree of intra- and inter-rater
variability. Computer-aided systems have proven to decrease this variability
and reduce labeling time. These systems, however, are generally highly
dependent on their training domain and show poor applicability to unseen
domains. In histopathology, these domain shifts can result from various
sources, including different slide scanning systems used to digitize histologic
samples. The MItosis DOmain Generalization challenge focused on this specific
domain shift for the task of mitotic …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Data Management Associate
@ EcoVadis | Ebène, Mauritius
Senior Data Engineer
@ Telstra | Telstra ICC Bengaluru