Pankaj K. Jain

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Ultrasound Images

Risk Assessment

Lesion Detection

Top Venues

Comput. Biol. Medicine

Int. J. Pattern Recognit. Artif. Intell.

Multim. Tools Appl.

Publications

Sumit Kumar Roy, Saurabh Gupta, Pankaj K. Jain
Machine Learning-Based Disease Severity Prediction in Sickle Cell Patients: Spectroscopic Insights. PHOTOPTICS (2024)
Pankaj K. Jain, Saurabh Gupta
Evolutionary Gravitational Neocognitron Neural Network-Based Blood Flow Velocity Prediction Using Multi-Exposure Laser Speckle Contrast Imaging. Int. J. Pattern Recognit. Artif. Intell. 37 (15) (2023)
Pankaj K. 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 (2022)
Pankaj K. 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 (2021)
Bidisha Chakrabarty, Pankaj K. Jain, Andriy Shkilko, Konstantin Sokolov
Unfiltered Market Access and Liquidity: Evidence from the SEC Rule 15c3-5. Manag. Sci. 67 (2) (2021)
Pankaj K. 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) (2020)
Bikesh Kumar Singh, Pankaj K. Jain, Sumit K. Banchhor, Kesari Verma
Performance evaluation of breast lesion detection systems with expert delineations: a comparative investigation on mammographic images. Multim. Tools Appl. 78 (16) (2019)
Tadashi Araki, Pankaj K. 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 (2017)
Luca Saba, Pankaj K. 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) (2017)
Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj K. 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 (2016)