Sriprabha Ramanarayanan

Employment

• Healthcare Technology Innovation Centre
• Philips
• HCL Technologies Ltd Chennai

Education

• Indian Institute of Technology Madras M.S
• Indian Institute of Technology Madras Ph.D.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• FastDTI: A 3D Scale-Arbitrary Super-Resolution Autoencoder Residual Dense Network for DTI
  2026 DOI: 10.1007/978-3-032-05573-6_13
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• SHFormer: Dynamic spectral filtering convolutional neural network and high-pass kernel generation transformer for adaptive MRI reconstruction
  Neural Networks 2025 DOI: 10.1016/j.neunet.2025.107334
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• AutoDPS: An unsupervised diffusion model based method for multiple degradation removal in MRI
  Computer Methods and Programs in Biomedicine 2025 DOI: 10.1016/j.cmpb.2025.108684
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• OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction
  Image and Vision Computing 2024 DOI: 10.1016/j.imavis.2024.105228
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• Generalizing supervised deep learning MRI reconstruction to multiple and unseen contrasts using meta-learning hypernetworks
  Applied Soft Computing 2023 DOI: 10.1016/j.asoc.2023.110633
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• MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction
  Neurocomputing 2023 DOI: 10.1016/j.neucom.2023.126606
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• A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction
  Computerized Medical Imaging and Graphics 2021 DOI: 10.1016/j.compmedimag.2021.101942
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