Ramanathan Sethuraman

According to our database1, Ramanathan Sethuraman authored at least 28 papers between 2001 and 2023.

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Bibliography

2023
Designing Deep Neural High-Density Compression Engines for Radiology Images.
Circuits Syst. Signal Process., February, 2023

MultiCens: Multilayer network centrality measures to uncover molecular mediators of tissue-tissue communication.
PLoS Comput. Biol., 2023

Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

2022
Re-curated Breast Imaging Subset DDSM Dataset (RBIS-DDSM).
Dataset, March, 2022

2021
COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity.
PLoS Comput. Biol., 2021

Distill DSM: Computationally efficient method for segmentation of medical imaging volumes.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Federated Learning for Site Aware Chest Radiograph Screening.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Zero-Shot Adaptation to Simulate 3D Ultrasound Volume by Learning a Multilinear Separable 2D Convolutional Neural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Lung Segmentation and Nodule Detection in Computed Tomography Scan using a Convolutional Neural Network Trained Adversarially using Turing Test Loss.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018
Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed Domain.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2008
Memory-Centric Video Processing.
IEEE Trans. Circuits Syst. Video Technol., 2008

2006
Low-Cost Super-Resolution Algorithms Implementation Over a HW/SW Video Compression Platform.
EURASIP J. Adv. Signal Process., 2006

2005
An Efficient Picture-Rate Up-Converter.
J. VLSI Signal Process., 2005

Application Specific Instruction-Set Processor Template for Motion Estimation in Video Applications.
IEEE Trans. Circuits Syst. Video Technol., 2005

Memory-Centric Motion Estimator.
Proceedings of the 18th International Conference on VLSI Design (VLSI Design 2005), 2005

Algorithm/architecture co-design of the generalized sampling theorem based de-interlacer [video signal processing].
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Segment-based motion estimation using a block-based engine.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
A 27 mW 1.1 mm2 Motion Estimator for Picture-Rate Up-converter.
Proceedings of the 17th International Conference on VLSI Design (VLSI Design 2004), 2004

Streaming scratchpad memory organization for video applications.
Proceedings of the Second IASTED International Conference on Circuits, 2004

2003
Low-Cost and Real-Time Super-Resolution over a Video Encoder IP.
Proceedings of the 4th International Symposium on Quality of Electronic Design (ISQED 2003), 2003

Towards an efficient high quality picture-rate up-converter.
Proceedings of the 2003 International Conference on Image Processing, 2003

A low-cost and low-power multi-standard video encoder.
Proceedings of the 1st IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2003

2002
C-HEAP: A Heterogeneous Multi-Processor Architecture Template and Scalable and Flexible Protocol for the Design of Embedded Signal Processing Systems.
Des. Autom. Embed. Syst., 2002

2001
HW-SW Co-Design and Verification of a Multi-Standard Video and Image Codec.
Proceedings of the 2nd International Symposium on Quality of Electronic Design (ISQED 2001), 2001


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