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researcher

S. Piechnik

14 papers hereh-index 7019.5k citations324 works total

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

author position
  • middle author14

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • eess.IV7

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedImproving the generalizability of convolutional neural network-based segmentation on CMR images

127 citations · 270 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020★ 52 cited

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study

Matthew Ng, Fumin Guo, Labonny Biswas +4

Objective: Convolutional neural networks (CNNs) have demonstrated promise in automated cardiac magnetic resonance image segmentation. However, when using CNNs in a large real-world…

eess.IV2020★ 48 cited

Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank

Edward Ferdian, Avan Suinesiaputra, Kenneth Fung +9

Purpose: To demonstrate the feasibility and performance of a fully automated deep learning framework to estimate myocardial strain from short-axis cardiac magnetic resonance tagged…

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