output
20202025
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

5 papers

physics.med-ph2025

LET measurements and simulation modelling of the charged particle field for the Clatterbridge ocular proton therapy beamline

Jacinta S. L. Yap, Navrit J. S. Bal, Mark D. Brooke +7

Proton therapy can achieve a highly targeted treatment by utilising the advantageous dosimetric characteristics of the Bragg Peak. Protons traversing through a material will deposi…

cs.LG2022★ 390 cited

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…

physics.ins-det2021

Medipix3 for dosimetry and real-time beam monitoring: first tests at a 60 MeV proton therapy facility

J. S. L. Yap, N. J. S. Bal, A. Kacperek +2

Charged particle therapy (CPT) is an advanced modality of radiation therapy which has grown rapidly worldwide, driven by recent developments in technology and methods of delivery.…

eess.IV2021★ 16 cited

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…

physics.acc-ph2020★ 2 cited

The Laser-hybrid Accelerator for Radiobiological Applications

G. Aymar, T. Becker, S. Boogert +37

The `Laser-hybrid Accelerator for Radiobiological Applications', LhARA, is conceived as a novel, uniquely-flexible facility dedicated to the study of radiobiology. The technologies…