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researcher

C. Shieh

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • eess.IV1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

most citedMS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2022★ 1 cited

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

Dongnan Liu, Mariano Cabezas, Dongang Wang +16

Federated learning (FL) has been widely employed for medical image analysis to facilitate multi-client collaborative learning without sharing raw data. Despite great success, FL's…

physics.med-ph2018

Learning from our neighbours: a novel approach on sinogram completion using bin-sharing and deep learning to reconstruct high quality 4DCBCT

Joel Beaudry, Pedro L. Esquinas

Inspired by the success of deep learning applications on restoration of low-dose and sparse CT images, we propose a novel method to reconstruct high-quality 4D cone-beam CT (4DCBCT…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.