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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 2021Show all

2 papers · 1 filter

eess.IV2021

Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction

Tareen Dawood, Chen Chen, Robin Andlauer +10

Evaluation of predictive deep learning (DL) models beyond conventional performance metrics has become increasingly important for applications in sensitive environments like healthc…

eess.IV2021

A Multimodal Deep Learning Model for Cardiac Resynchronisation Therapy Response Prediction

Esther Puyol-Antón, Baldeep S. Sidhu, Justin Gould +5

We present a novel multimodal deep learning framework for cardiac resynchronisation therapy (CRT) response prediction from 2D echocardiography and cardiac magnetic resonance (CMR)…

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