162 citations · 182 across the 7 of their papers we have counts for
3 papers · 1 filter
Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images
Abhishek Sharma, Ramin Nateghi, Marina Ayad +2
The placenta forms a critical barrier to infection through pregnancy, labor and, delivery. Inflammatory processes in the placenta have short-term, and long-term consequences for of…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images
Ramin Nateghi, Fattaneh Pourakpour
We propose a two-step domain shift-invariant mitosis cell detection method based on Faster RCNN and a convolutional neural network (CNN). We generate various domain-shifted version…