173 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Agència de Salut Pública de CatalunyaES1 paper
- Aichi Medical UniversityJP1 paper
- American College of RadiologyUS1 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
- Departament de SalutES1 paper
- Google DeepMind (United Kingdom)GB1 paper
- Hôpital TenonFR1 paper
3 papers
Federated Learning for Breast Density Classification: A Real-World Implementation
Holger R. Roth, Ken Chang, Praveer Singh +40
Building robust deep learning-based models requires large quantities of diverse training data. In this study, we investigate the use of federated learning (FL) to build medical ima…
Approximating Network Centrality Measures Using Node Embedding and Machine Learning
Matheus R. F. Mendonça, André M. S. Barreto, Artur Ziviani
Extracting information from real-world large networks is a key challenge nowadays. For instance, computing a node centrality may become unfeasible depending on the intended central…
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…