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Sriprabha Ramanarayanan
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2020 – today
- 2024
- [j4]Mohammad Al Fahim, Sriprabha Ramanarayanan, Rahul G. S., NagaGayathri Matcha, Arunima Sarkar, Keerthi Ram, Mohanasankar Sivaprakasam:
OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction. Image Vis. Comput. 150: 105228 (2024) - [c11]Kishore Kumar M, Sriprabha Ramanarayanan, Sadhana S, Arunima Sarkar, Matcha Naga Gayathri, Keerthi Ram, Mohanasankar Sivaprakasam:
DCE-diff: Diffusion Model for Synthesis of Early and Late Dynamic Contrast-Enhanced MR Images from Non-Contrast Multimodal Inputs. CVPR Workshops 2024: 5174-5183 - [c10]Sadhana S, Sriprabha Ramanarayanan, Arunima Sarkar, Keerthi Ram, NagaGayathri Matcha, Suresh Joel, Harsh Agarwal, Ramesh Venkatesan, Mohanasankar Sivaprakasam:
DCE-former: A Transformer-Based Model with Mutual Information and Frequency-Based Loss Functions for Early and Late Response Prediction in Prostate DCE-MRI. ISBI 2024: 1-5 - 2023
- [j3]Sriprabha Ramanarayanan
, Arun Palla, Keerthi Ram, Mohanasankar Sivaprakasam:
Generalizing supervised deep learning MRI reconstruction to multiple and unseen contrasts using meta-learning hypernetworks. Appl. Soft Comput. 146: 110633 (2023) - [j2]Sriprabha Ramanarayanan
MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction. Neurocomputing 554: 126606 (2023) - [c9]Arun Palla, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam:
Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning. EMBC 2023: 1-5 - [c8]Sriprabha Ramanarayanan, Mohammad Al Fahim, Rahul G. S., Amrit Kumar Jethi, Keerthi Ram, Mohanasankar Sivaprakasam:
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction. ICCV (Workshops) 2023: 2384-2393 - [c7]Rahul G. S., Sriprabha Ramanarayanan, Mohammad Al Fahim
SDLFormer: A Sparse and Dense Locality-Enhanced Transformer for Accelerated MR Image Reconstruction. MILLanD@MICCAI 2023: 138-147 - [c6]NagaGayathri Matcha, Sriprabha Ramanarayanan, Mohammad Al Fahim, Rahul G. S., Keerthi Ram, Mohanasankar Sivaprakasam:
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction. MIDL 2023: 1423-1440 - [i9]NagaGayathri Matcha, Sriprabha Ramanarayanan, Mohammad Al Fahim, Rahul G. S., Keerthi Ram, Mohanasankar Sivaprakasam:
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction. CoRR abs/2304.05057 (2023) - [i8]Arun Palla, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam:
Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning. CoRR abs/2304.06378 (2023) - [i7]Sriprabha Ramanarayanan, Arun Palla, Keerthi Ram, Mohanasankar Sivaprakasam:
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks. CoRR abs/2307.06771 (2023) - [i6]Rahul G. S., Sriprabha Ramanarayanan, Mohammad Al Fahim, Keerthi Ram, Preejith S. P, Mohanasankar Sivaprakasam:
SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image Reconstruction. CoRR abs/2308.04262 (2023) - [i5]Sriprabha Ramanarayanan, Mohammad Al Fahim, Rahul G. S., Amrit Kumar Jethi, Keerthi Ram, Mohanasankar Sivaprakasam:
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction. CoRR abs/2308.04821 (2023) - 2022
- [i4]Balamurali Murugesan, Sriprabha Ramanarayanan, Sricharan Vijayarangan, Keerthi Ram, Naranamangalam R. Jagannathan, Mohanasankar Sivaprakasam:
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction. CoRR abs/2207.01791 (2022) - 2021
- [j1]Balamurali Murugesan, Sriprabha Ramanarayanan, Sricharan Vijayarangan
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction. Comput. Medical Imaging Graph. 91: 101942 (2021) - [c5]Madhu Mithra K. K, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam:
Reference-Based Texture Transfer For Single Image Super-Resolution Of Magnetic Resonance Images. ISBI 2021: 579-583 - [i3]Madhu Mithra K. K, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam:
Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images. CoRR abs/2102.05450 (2021) - [i2]Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam:
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction. CoRR abs/2111.05055 (2021) - 2020
- [c4]Sriprabha Ramanarayanan, Balamurali Murugesan, Ananth Kalyanasundaram, Surya Prabhakaran, Keerthi Ram, Shantanu Patil, Mohanasankar Sivaprakasam:
MRI Super-Resolution using Laplacian Pyramid Convolutional Neural Networks with Isotropic Undecimated Wavelet Loss. EMBC 2020: 1584-1587 - [c3]Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam:
DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction. ISBI 2020: 1069-1073 - [c2]Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam:
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction. MIDL 2020: 696-708 - [i1]Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam:
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction. CoRR abs/2001.02397 (2020)
2010 – 2019
- 2014
- [c1]Alka Nair, Sriprabha Ramanarayanan, Shikha Ahlawat, Sandhya Koushika
Axonal transport velocity estimation from kymographs based on curvilinear feature extraction and spline fitting. EMBC 2014: 4240-4243
Coauthor Index
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