Ministry of Education
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Dr Raji Susan Mathew

vidwan id: 513462
Female

Assistant Professor, School of Data Science
Indian Institute of Science Education and Research(IISER), Thiruvanthpuram

Orchid Icon 0000-0002-8353-351X Google Scholar Icon 57191429782 Google Scholar Icon eTuuYIMAAAAJ

Expertise

  • Biomedical Engineering

Publications

Total Articles 14
Books 0
Proceedings 0

Publications

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Scopus

Citations 23
h-index 2

CrossRef

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Citations 25
h-index 3
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Professional Recognition

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Bio

AI based Medical Imaging Applications

Personal Details

  • Female
  • Assistant Professor , Indian Institute of Science Education and Research(IISER), Thiruvanthpuram
Ph.D
Other Institute 2021
Assistant Professor Mar 2024 – Present
Indian Institute of Science Education and Research(IISER), Thiruvanthpuram | School of Data Science
Research Associate Mar 2023 – Dec 2023
Indian Institute of Science Bangalore
Post-Doctoral Fellow Mar 2021 – Feb 2023
Indian Institute of Science Bangalore

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Co-Authors (2)

Alwin

Dr Alwin Poulose

Indian Institute of Science Education and Research(IISER), Thiruvanthpuram

Phaneendra Kumar

Prof Phaneendra Kumar Yalavarthy

Indian Institute of Science Bangalore

Scholarly Work

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Scholarly Publications

Unsupervised machine learning for automated corrosion staging using optical microscopy images

Open Access
Article
npj Materials Degradation. Year: 2025. Volume: 9 , Issue: 1 .
Authors: RajKumar A.;Paluru N.;Mathew R.S.;Shenai P.;Abdeen D.;Laycock N.;Yalavarthy P.K.
DOI 10.1038/s41529-025-00635-1

Model resolution-based deconvolution for improved quantitative susceptibility mapping

Open Access
Article
NMR IN BIOMEDICINE. Year: 2024. Volume: 37 , Issue: 2 .
Authors: Mathew R.S.;Paluru N.;Yalavarthy P.K.
DOI 10.1002/nbm.5055
1 2

Transformer-Based Automated Segmentation of the Median Nerve in Ultrasound Videos of Wrist-to-Elbow Region

Open Access
Article
Year: 2024. Volume: 71 , Issue: 1 , Pages: 56-69 .
Authors: Gujarati K.R.;Bathala L.;Venkatesh V.;Mathew R.S.;Yalavarthy P.K.
DOI 10.1109/TUFFC.2023.3330539
6 4

Spinet-QSM: model-based deep learning with schatten p-norm regularization for improved quantitative susceptibility mapping

Open Access
Article
Year: 2024. Volume: 37 , Issue: 3 , Pages: 411-427 .
Authors: Venkatesh V.;Mathew R.S.;Yalavarthy P.K.
DOI 10.1007/s10334-024-01158-7
1 1

Revolutionizing Endoscopic Diagnostics: A Comparative Study of DC-UNet and MC-UNet

Open Access
Conference Paper
Year: 2024. Pages: 11-16 .
Authors: Biju J.;Mathew R.S.;Poulose A.
DOI 10.1109/iCon-BCIHT63907.2024.10882266

Artificial Intelligence in Healthcare: India Case Study

Open Access
Book Chapter
Year: 2024. Pages: 193-215 .
Authors: Mathew R.S.;Paluru N.;Yalavarthy P.K.
DOI 10.1007/978-981-97-0896-3_8
1

A Quantitative Comparison of the Role of Parameter Selection for Regularization in GRAPPA-Based Autocalibrating Parallel MRI

Open Access
Conference Paper
Year: 2020. Volume: 1022 AISC , Pages: 35-45 .
Authors: Mathew R.S.;Paul J.S.
DOI 10.1007/978-981-32-9088-4_4

Automated Regularization Parameter Selection Using Continuation Based Proximal Method for Compressed Sensing MRI

Open Access
Article
IEEE Transactions on Computational Imaging. Year: 2020. Volume: 6 , Pages: 1309-1319 .
Authors: Mathew R.S.;Paul J.S.
DOI 10.1109/TCI.2020.3019111
9 12