Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations

Zipei ZhaoBeijing Institute of Technology, Fengqian PangNorth China University of Technology, Yaou LiuBeijing Tiantan Hospital, Zhiwen LiuBeijing Institute of Technology, Chuyang YeBeijing Institute of Technology

Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection

Ishaan BhatUniversity Medical Center Utrecht, Josien P.W. PluimEindhoven University of Technology, Max A. ViergeverUniversity Medical Center Utrecht, Hugo J. KuijfUniversity Medical Center Utrecht

Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation

Brennan NichyporukMILA (Quebec Artificial Intelligence Institute), Montreal, Canada
Centre for Intelligent Machines, McGill University, Canada, Jillian CardinellCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Justin SzetoCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Raghav MehtaCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Jean-Pierre FaletDepartment of Neurology and Neurosurgery, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada
Centre for Intelligent Machines, McGill University, Canada, Douglas L. ArnoldDepartment of Neurology and Neurosurgery, McGill University, Canada
NeuroRx Research, Montreal, Canada, Sotirios A. TsaftarisSchool of Engineering, University of Edinburgh, UK
The Alan Turing Institute, UK, Tal ArbelCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada