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researcher

R. Dharmakumar

9 papers hereh-index 334.8k citations303 works total

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

author position
  • middle author8

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • eess.IV5
  • cs.CV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedDisentangled Representation Learning in Cardiac Image Analysis

200 citations · 319 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

eess.IV2024

Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis

Dilek M. Yalcinkaya, Khalid Youssef, Bobak Heydari +8

Background. Fully automatic analysis of myocardial perfusion MRI datasets enables rapid and objective reporting of stress/rest studies in patients with suspected ischemic heart dis…

cs.LG2024

The MRI Scanner as a Diagnostic: Image-less Active Sampling

Yuning Du, Rohan Dharmakumar, Sotirios A. Tsaftaris

Despite the high diagnostic accuracy of Magnetic Resonance Imaging (MRI), using MRI as a Point-of-Care (POC) disease identification tool poses significant accessibility challenges…

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