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ORCIDPankaj Kumar Jain
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2020 – today
- 2024
[j7]Pankaj Kumar Jain, Kalyan Tadepalli, Sudipta Roy
, Neeraj Sharma:
Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers. Multim. Tools Appl. 83(14): 42765-42797 (2024)- 2023
- [c1]Soni Singh, Pankaj Kumar Jain, Neeraj Sharma, Mausumi Pohit:
Deep Learning-Based Medical Image Classification Segmented with Particle Swarm Optimization Technique. OCIT 2023: 617-621 - 2022
- [j6]Pankaj Kumar Jain, Neeraj Sharma, Mannudeep K. Kalra, Amer M. Johri, Luca Saba, Jasjit S. Suri:
Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment. Comput. Biol. Medicine 149: 106017 (2022) - 2021
- [j5]Pankaj Kumar Jain, Neeraj Sharma, Argiris A. Giannopoulos, Luca Saba, Andrew Nicolaides, Jasjit S. Suri:
Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound. Comput. Biol. Medicine 136: 104721 (2021) - 2020
- [j4]Pankaj Kumar Jain, Saurabh Gupta, Arnav Bhavsar, Aditya Nigam, Neeraj Sharma:
Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach. Medical Biol. Eng. Comput. 58(3): 471-482 (2020)
2010 – 2019
- 2017
- [j3]Tadashi Araki, Pankaj Kumar Jain, Harman S. Suri, Narendra D. Londhe, Nobutaka Ikeda, Ayman El-Baz, Vimal K. Shrivastava, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Ajay Gupta, Jasjit S. Suri:
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine 80: 77-96 (2017) - [j2]Luca Saba, Pankaj Kumar Jain, Harman S. Suri, Nobutaka Ikeda, Tadashi Araki, Bikesh Kumar Singh, Andrew Nicolaides, Shoaib Shafique, Ajay Gupta, John R. Laird, Jasjit S. Suri:
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm. J. Medical Syst. 41(6): 98:1-98:31 (2017) - 2016
- [j1]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj Kumar Jain, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. Comput. Methods Programs Biomed. 128: 137-158 (2016)
Coauthor Index
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