11 citations · 20 across the 9 of their papers we have counts for
3 papers · 1 filter
Robust Learning Protocol for Federated Tumor Segmentation Challenge
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe +2
In this work, we devise robust and efficient learning protocols for orchestrating a Federated Learning (FL) process for the Federated Tumor Segmentation Challenge (FeTS 2022). Enab…
Extracting, Visualizing, and Learning from Dynamic Data: Perfusion in Surgical Video for Tissue Characterization
Jonathan P. Epperlein, Niall P. Hardy, Pol Mac Aonghusa +1
Intraoperative assessment of tissue can be guided through fluorescence imaging which involves systemic dosing with a fluorophore and subsequent examination of the tissue region of…
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation
Jonathan P. Epperlein, Sergiy Zhuk
With a video data source, such as multispectral video acquired during administration of fluorescent tracers, extraction of time-resolved data typically requires the compensation of…