390 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of the AndesVE4 papers
- Alberta Machine Intelligence InstituteCA2 papers
- American College of RadiologyUS2 papers
- Aminu Kano Teaching HospitalNG2 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Baylor College of MedicineUS2 papers
- Brigham and Women's HospitalUS2 papers
- Case Western Reserve UniversityUS2 papers
- Centre Hospitalier Universitaire de SherbrookeCA2 papers
- Chinese University of Hong KongHK2 papers
- Christiana Care Health SystemUS2 papers
- Clatterbridge Cancer Centre NHS Foundation TrustGB2 papers
7 papers
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
Chaos synchronization with coexisting global fields
O. Alvarez-Llamoza, M. G. Cosenza
We investigate the phenomenon of chaos synchronization in systems subject to coexisting autonomous and external global fields by employing a simple model of coupled maps. Two state…
The Federated Tumor Segmentation (FeTS) Challenge
Sarthak Pati, Ujjwal Baid, Maximilian Zenk +29
This manuscript describes the first challenge on Federated Learning, namely the Federated Tumor Segmentation (FeTS) challenge 2021. International challenges have become the standar…
Chimeras and clusters emerging from robust-chaos dynamics
M. G. Cosenza, O. Alvarez-Llamoza, A. V. Cano
We show that dynamical clustering, where a system segregates into distinguishable subsets of synchronized elements, and chimera states, where differentiated subsets of synchronized…
Leaders and obstacles raise cultural boundaries
M. G. Cosenza, O. Alvarez-Llamoza, C. Echeverría +1
We employ an agent-based model for cultural dynamics to investigate the effects of spatial heterogeneities on the collective behavior of a social system. We introduce heterogeneity…
Damping and clustering into crowded environment of catalytic chemical oscillators
Carlos Echeverria, José L. Herrera, Kay Tucci +2
A system formed by a crowded environment of catalytic obstacles and complex oscillatory chemical reactions is inquired. The obstacles are static spheres of equal radius, which are…
A mesoscopic model for binary fluids
C. Echeverria, K. Tucci, O. Alvarez-Llamoza +3
We propose a model to study symmetric binary fluids, based in the mesoscopic molecular simulation technique known as multiparticle collision, where space and state variables are co…