PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale … T Araki, N Ikeda, D Shukla, PK Jain, ND Londhe, VK Shrivastava, ... Computer methods and programs in biomedicine 128, 137-158, 2016 | 95 | 2016 |
Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound PK Jain, N Sharma, AA Giannopoulos, L Saba, A Nicolaides, JS Suri Computers in biology and medicine 136, 104721, 2021 | 91 | 2021 |
Plaque tissue morphology-based stroke risk stratification using carotid ultrasound: a polling-based PCA learning paradigm L Saba, PK Jain, HS Suri, N Ikeda, T Araki, BK Singh, A Nicolaides, ... Vascular and Intravascular Imaging Trends, Analysis, and Challenges, Volume …, 2019 | 76 | 2019 |
Stroke risk stratification and its validation using ultrasonic echolucent carotid wall plaque morphology: a machine learning paradigm T Araki, PK Jain, HS Suri, ND Londhe, N Ikeda, A El-Baz, VK Shrivastava, ... Computers in biology and medicine 80, 77-96, 2017 | 75 | 2017 |
Unseen artificial intelligence—Deep learning paradigm for segmentation of low atherosclerotic plaque in carotid ultrasound: A multicenter cardiovascular study PK Jain, N Sharma, L Saba, KI Paraskevas, MK Kalra, A Johri, JR Laird, ... Diagnostics 11 (12), 2257, 2021 | 41 | 2021 |
Automated deep learning-based paradigm for high-risk plaque detection in B-mode common carotid ultrasound scans: An asymptomatic Japanese cohort study PK Jain, N Sharma, L Saba, KI Paraskevas, MK Kalra, A Johri, ... Int. Angiol 41, 9-23, 2021 | 38 | 2021 |
Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach PK Jain, S Gupta, A Bhavsar, A Nigam, N Sharma Medical & Biological Engineering & Computing 58, 471-482, 2020 | 34 | 2020 |
Attention-based UNet Deep Learning model for Plaque segmentation in carotid ultrasound for stroke risk stratification: An artificial Intelligence paradigm PK Jain, A Dubey, L Saba, NN Khanna, JR Laird, A Nicolaides, ... Journal of Cardiovascular Development and Disease 9 (10), 326, 2022 | 28 | 2022 |
Four types of multiclass frameworks for pneumonia classification and its validation in X-ray scans using seven types of deep learning artificial intelligence models Nillmani, PK Jain, N Sharma, MK Kalra, K Viskovic, L Saba, JS Suri Diagnostics 12 (3), 652, 2022 | 27 | 2022 |
Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for … PK Jain, N Sharma, MK Kalra, A Johri, L Saba, JS Suri Computers in Biology and Medicine 149, 106017, 2022 | 21 | 2022 |
Atherosclerotic plaque classification in carotid ultrasound images using machine learning and explainable deep learning S Singh, PK Jain, N Sharma, M Pohit, S Roy Intelligent Medicine, 2023 | 5 | 2023 |
Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers PK Jain, KV Tadepalli, S Roy, N Sharma Multimedia Tools and Applications 83 (14), 42765-42797, 2024 | 3 | 2024 |
Atherosclerotic Plaque Segmentation in Carotid Ultrasound Image using Hybrid-A-UNet Deep Learning Model V Sharma, S Jain, PK Jain, KK Shukla 2023 Intelligent Methods, Systems, and Applications (IMSA), 575-578, 2023 | 2 | 2023 |
Atherosclerotic plaque segmentation using modified UNet with hybrid pooling layers S Singh, PK Jain, N Sharma, M Pohit International Journal of Biomedical Engineering and Technology 44 (3), 205-225, 2024 | | 2024 |
A deep learning perspective in internal carotid artery and bulb segmentation A Banerjee, PK Jain, R Birla, M Biswas, JS Suri Multimodality Imaging, Volume 2: Heart, lungs and peripheral organs, 7-1-7-39, 2023 | | 2023 |
Hybrid Deep Learning Models for Segmentation of Atherosclerotic Plaque in B-mode Carotid Ultrasound Image PK Jain, N Sharma, S Roy International Conference on Robotics, Control, Automation and Artificial …, 2022 | | 2022 |
Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm JSS Luca Saba, Pankaj K. Jain, Harman S. Suri, Nobutaka Ikeda, Tadashi Araki ... Journal of Medical Systems 41 (6), 98, 2017 | | 2017 |