Prasad Sudhakar

ScholarGPS® ID: 53700372711755

Affiliation

General Electric Company, Boston, United States

Affiliation History

Field

Allied Health

Discipline

Speech and Hearing

Top Specialties

Signal Processing | Medical Imaging

Metrics Summary

Publication Count

Predicted Citations

388

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Boundary-aware uncertainty for automatic caliper placement (conference) Sathish, Rachana \| Venkataramani, Rahul \| Aladahalli, Chandan \| Shriram, K. S. \| Sudhakar, Prasad \| Ikuta, Masaki Image Processing (2024) San Diego, United States 10.1117/12.3007645 Cite \| Source
Task-Driven Prompt Evolution for Foundation Models (book chapter) In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops Sathish, Rachana \| Venkataramani, Rahul \| Shriram, K. S. \| Sudhakar, Prasad Springer Nature Switzerland (2023) 10.1007/978-3-031-47401-9_25 Cite \| Source
Benchmarking Self-Supervised Representation Learning from a million Cardiac Ultrasound images (conference) Anand, Deepa \| Annangi, Pavan \| Sudhakar, Prasad 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022) Glasgow, Scotland, United Kingdom 10.1109/EMBC48229.2022.9871511 Cited by (4) \| Cite \| Source
Towards Generalization of Medical Imaging AI Models: Sharpness-Aware Minimizers and Beyond (conference) Anand, Deepa \| Patil, Rohan \| Agrawal, Utkarsh \| V, Rahul \| Ravishankar, Hariharan \| Sudhakar, Prasad 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) (2022) Kolkata, India 10.1109/ISBI52829.2022.9761677 Cited by (1) \| Cite \| Source
Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty (book chapter) In Uncertainty for Safe Utilization of Machine Learning in Medical Imaging Ravishankar, Hariharan \| Patil, Rohan \| Anand, Deepa \| Singhal, Vanika \| Agrawal, Utkarsh \| Venkataramani, Rahul \| Sudhakar, Prasad Springer Nature Switzerland (2022) 10.1007/978-3-031-16749-2_8 Cited by (1) \| Cite \| Source
AN OPTIMAL TSALLIS ENTROPY BASED SEGMENTATION WITH DEEP EXTREME LEARNING MACHINE FOR MEDICAL IMAGE CLASSIFICATION USING MRI IMAGES (journal article) Deeparani, K \| Sudhakar, P Indian Journal of Computer Science and Engineering, volume 12, issue 2, pages 465-477 (2021). 10.21817/indjcse/2021/v12i2/211202063 Cite \| Source
Self-supervised learning for CT deconvolution (conference) Sudhakar, Prasad \| Langoju, Rajesh \| Agrawal, Utkarsh \| Patil, Bhushan D. \| Narayanan, Ajay \| Chaugule, Vinay \| Amilneni, Vinod \| Cheerankal, Paul \| Das, Bipul Physics of Medical Imaging (2021) Online Only, United States 10.1117/12.2581269 Cited by (1) \| Cite \| Source
Enhancing Z-resolution in CT volumes with deep residual learning (conference) Agrawal, Utkarsh \| Hegde, Aditya \| Langoju, Rajesh \| Sudhakar, Prasad \| Patil, Bhushan \| R. K., Sundar \| Imai, Yasuhiro \| Shigemasa, Risa \| Yasuo, Omi \| Das, Bipul Image Processing (2021) Online Only, United States 10.1117/12.2581273 Cited by (2) \| Cite \| Source
Optimisation of Cloud Seeding Criteria Using a Suite of Ground-Based Instruments (book chapter) In Advances in Communications, Signal Processing, and VLSI Sudhakar, P. \| Sheela, K. Anitha \| Satyanarayana, M. Springer Singapore (2021) 10.1007/978-981-33-4058-9_33 Cite \| Source
Feature Transformers: Privacy Preserving Lifelong Learners for Medical Imaging (book chapter) In Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 Ravishankar, Hariharan \| Venkataramani, Rahul \| Anamandra, Saihareesh \| Sudhakar, Prasad \| Annangi, Pavan Springer International Publishing (2019) 10.1007/978-3-030-32251-9_38 Cited by (9) \| Cite \| Source
Laser radar signal processing for measurement of chemical and biological agents (conference) Sudhakar, P \| Sheela, K Anitha \| Satyanarayana, M 2017 4th International Conference on Advanced Computing and Communication Systems (ICACCS) (2017) Coimbatore, India 10.1109/ICACCS.2017.8014689 Cite \| Source
Learning and Incorporating Shape Models for Semantic Segmentation (book chapter) In Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 Ravishankar, H. \| Venkataramani, R. \| Thiruvenkadam, S. \| Sudhakar, P. \| Vaidya, V. Springer International Publishing (2017) 10.1007/978-3-319-66182-7_24 Cited by (115) \| Cite \| Source
Understanding the Mechanisms of Deep Transfer Learning for Medical Images (book chapter) In Deep Learning and Data Labeling for Medical Applications Ravishankar, Hariharan \| Sudhakar, Prasad \| Venkataramani, Rahul \| Thiruvenkadam, Sheshadri \| Annangi, Pavan \| Babu, Narayanan \| Vaidya, Vivek Springer International Publishing (2016) 10.1007/978-3-319-46976-8_20 Cited by (141) \| Cite \| Source \| Open Access
A sparse smoothing approach for Gaussian Mixture Model based Acoustic-to-Articulatory Inversion (conference) Sudhakar, Prasad \| Jacques, Laurent \| Ghosh, Prasanta Kumar ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2014) Florence, Italy 10.1109/ICASSP.2014.6854157 Cite \| Source \| Open Access
Optimization of 1D and 2D Cellular Automata for Pseudo Random Number Generator (journal article) Sudhakar, P \| Chinnarao, B \| Latha, Dr. M. Madhavi IOSR Journal of VLSI and Signal Processing, volume 4, issue 6, pages 28-33 (2014). 10.9790/4200-04612833 Cited by (1) \| Cite \| Source \| Open Access
Well-posedness of the permutation problem in sparse filter estimation with minimization (journal article) Benichoux, Alexis \| Sudhakar, Prasad \| Bimbot, Frédéric \| Gribonval, Rémi Applied and Computational Harmonic Analysis, volume 35, issue 3, pages 394-406 (2013). 10.1016/j.acha.2012.11.001 Cited by (1) \| Cite \| Source
Compressive schlieren deflectometry (conference) Sudhakar, P. \| Jacques, L. \| Dubois, X. \| Antoine, P. \| Joannes, L. ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2013) Vancouver, BC, Canada 10.1109/ICASSP.2013.6638816 Cited by (1) \| Cite \| Source \| Open Access
Some Uniqueness Results in Sparse Convolutive Source Separation (book chapter) In Latent Variable Analysis and Signal Separation Benichoux, Alexis \| Sudhakar, Prasad \| Bimbot, Fréderic \| Gribonval, Rémi Springer Berlin Heidelberg (2012) 10.1007/978-3-642-28551-6_25 Cite \| Source \| Open Access
A wideband doubly-sparse approach for MITO sparse filter estimation (conference) Arberet, Simon \| Sudhakar, Prasad \| Gribonval, Remi ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2011) Prague, Czech Republic 10.1109/ICASSP.2011.5947085 Cited by (2) \| Cite \| Source \| Open Access
Double Sparsity: Towards Blind Estimation of Multiple Channels (book chapter) In Latent Variable Analysis and Signal Separation Sudhakar, Prasad \| Arberet, Simon \| Gribonval, Rémi Springer Berlin Heidelberg (2010) 10.1007/978-3-642-15995-4_71 Cited by (7) \| Cite \| Source \| Open Access