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Malvika Viswanathan

2 papers hereh-index 668 citations15 works total

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

author position
  • first author1
  • middle author1

Across the 2 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 citedAmide Proton Transfer (APT) imaging in tumor with a machine learning approach using partially synthetic data

12 citations · 12 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2026

PGDM-MRSRGAN: Physics-Guided Degradation Model with an SRGAN Framework for Magnetic Resonance Image Super-Resolution: Applications in Low-Field MRI

Yashwant Kurmi, Charlotte R. Sappo, Sai Abitha Srinivas +3

Magnetic Resonance Imaging (MRI) often suffers from low signal-to-noise ratio (SNR) and limited spatial resolution, which compromise clinical precision. This study aims to address…

physics.med-ph2023★ 12 cited

Amide Proton Transfer (APT) imaging in tumor with a machine learning approach using partially synthetic data

Malvika Viswanathan, Leqi Yin, Yashwant Kurmi +1

Machine learning (ML) has been increasingly used to quantify chemical exchange saturation transfer (CEST) effect. ML models are typically trained using either measured data or full…

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