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researcher

M. Elliott

5 papers hereh-index 19847 citations78 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • eess.IV4
  • physics.med-ph1
same name
  • M. Elliott — 13 papers, h 41
  • M. Elliott — 12 papers, h 8
  • M. Elliott — 3 papers, h 14
  • M. Elliott — 2 papers, h 3
  • M. Elliott — 2 papers, h 5
  • M. Elliott — 2 papers, h 54

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedUncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images

35 citations · 65 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

eess.IV2020★ 30 cited

Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction

Esther Puyol-Antón, Chen Chen, James R. Clough +9

Advances in deep learning (DL) have resulted in impressive accuracy in some medical image classification tasks, but often deep models lack interpretability. The ability of these mo…

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