Pankaj K. Jain

发表

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound

Jasjit S. Suri, Andrew Nicolaides, Luca Saba, 2021, Comput. Biol. Medicine.

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

Pankaj K. Jain, M. Kalra, J. Suri, 2022, Comput. Biol. Medicine.

Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm

Narender N. Khanna, Pankaj K. Jain, J. Suri, 2022, Journal of cardiovascular development and disease.

Automated deep learning-based paradigm for high-risk plaque detection in B-mode common carotid ultrasound scans: an asymptomatic Japanese cohort study.

Pankaj K. Jain, Neeraj Sharma, J. Suri, 2021, International angiology : a journal of the International Union of Angiology.

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

Tadashi Araki, Andrew Nicolaides, Sumit K. Banchhor, 2016, Comput. Methods Programs Biomed..

Plaque Tissue Morphology-Based Stroke Risk Stratification Using Carotid Ultrasound: A Polling-Based PCA Learning Paradigm

Ajay Gupta, Jasjit S. Suri, Luca Saba, 2017, Journal of Medical Systems.

Unseen Artificial Intelligence—Deep Learning Paradigm for Segmentation of Low Atherosclerotic Plaque in Carotid Ultrasound: A Multicenter Cardiovascular Study

Pankaj K. Jain, J. Suri, L. Saba, 2021, Diagnostics.

Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models

Pankaj K. Jain, M. Kalra, J. Suri, 2022, Diagnostics.

Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm

Ayman El-Baz, Jasjit S. Suri, Luca Saba, 2017, Comput. Biol. Medicine.

Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure

Pankaj K. Jain, Michael C. Stevens, E. Meijering, 2021, IEEE Transactions on Biomedical Engineering.

Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach

Arnav Bhavsar, Aditya Nigam, Neeraj Sharma, 2020, Medical & Biological Engineering & Computing.