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PANKAJ K JAIN (PhD)
PANKAJ K JAIN (PhD)
E-mail confirmado em wustl.edu - Página inicial
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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
922016
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
852021
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
752019
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
752017
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
392021
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
362021
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
342020
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
262022
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
252022
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
192022
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
42023
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, 1-33, 2023
22023
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
22023
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
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