173 citations
- Agència de Salut Pública de CatalunyaES1 paper
- Aichi Medical UniversityJP1 paper
- Barts Cancer InstituteGB1 paper
- Bostwick LaboratoriesUS1 paper
- Centre Hospitalier de MulhouseFR1 paper
- Centre Hospitalier Intercommunal Aix-PertuisFR1 paper
- Cleveland ClinicUS1 paper
- Cleveland Clinic Lerner College of MedicineUS1 paper
- DASA (Brazil)1 paper
- Departament de SalutES1 paper
- Hôpital TenonFR1 paper
- Indiana University IndianapolisUS1 paper
2 papers
eess.IV2020★ 173 cited
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists
Wouter Bulten, Maschenka Balkenhol, Jean-Joël Awoumou Belinga +17
While the Gleason score is the most important prognostic marker for prostate cancer patients, it suffers from significant observer variability. Artificial Intelligence (AI) systems…
cs.CV2019★ 109 cited
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images
Hans Pinckaers, Bram van Ginneken, Geert Litjens
Due to memory constraints on current hardware, most convolution neural networks (CNN) are trained on sub-megapixel images. For example, most popular datasets in computer vision con…