Publications by authors named "Suneet Gupta"

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The efficient classification of breast cancer on low-power IoT devices: A study on genetically evolved U-Net.
Mohit Agarwal, Amit Kumar Dwivedi, Dibyanarayan Hazra, Preeti Sharma, Suneet Kumar Gupta

Comput Biol Med· December 2024

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Enhancing sports image data classification in federated learning through genetic algorithm-based optimization of base architecture.
De Sheng Fu, Jie Huang, Dibyanarayan Hazra, Amit Kumar Dwivedi, Suneet Kumar Gupta

PLoS One· July 2024

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Development of a compressed FCN architecture for semantic segmentation using Particle Swarm Optimization.
Mohit Agarwal, Suneet K Gupta, K K Biswas

Neural Comput Appl· February 2023

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Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization.
Amer M Johri, Krishna V Singh, Laura E Mantella, Luca Saba, Aditya Sharma, Suneet Gupta

Comput Biol Med· November 2022

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Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark.
Hikmat Yar, Tanveer Hussain, Mohit Agarwal, Zulfiqar Ahmad Khan, Suneet Kumar Gupta

IEEE Trans Image Process· October 2022

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NeoAI 1.0: Machine learning-based paradigm for prediction of neonatal and infant risk of death.
Jagjit S Teji, Suneet Jain, Suneet K Gupta, Jasjit S Suri

Comput Biol Med· August 2022

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Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0.
Mohit Agarwal, Sushant Agarwal, Luca Saba, Gian Luca Chabert, Suneet Gupta

Comput Biol Med· July 2022

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Supervised Computer-Aided Diagnosis (CAD) Methods for Classifying Alzheimer's Disease-Based Neurodegenerative Disorders.
Suneet Gupta, V Saravanan, Amarendranath Choudhury, Abdullah Alqahtani, Mohamed R Abonazel

Comput Math Methods Med· June 2022

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Classification of EEG Signal-Based Encephalon Magnetic Signs for Identification of Epilepsy-Based Neurological Disorder.
Arshpreet Kaur, Suneet Gupta, M Kathiravan, Syed Nasrullah, Chayan Paul

Comput Math Methods Med· May 2022

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Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/Non-COVID-19 Frameworks Using Artificial Intelligence Paradigm: A Narrative Review.
Smiksha Munjral, Mahesh Maindarkar, Puneet Ahluwalia, Anudeep Puvvula, Ankush Jamthikar, Suneet Gupta

Diagnostics (Basel)· May 2022

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Effective Image Processing and Segmentation-Based Machine Learning Techniques for Diagnosis of Breast Cancer.
Sushovan Chaudhury, Alla Naveen Krishna, Suneet Gupta, K Sakthidasan Sankaran, Samiullah Khan

Comput Math Methods Med· April 2022

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Homogeneous Decision Community Extraction Based on End-User Mental Behavior on Social Media.
Suneet Gupta, Sumit Kumar, Sunil L Bangare, Shibili Nuhmani, Arnold C Alguno

Comput Intell Neurosci· March 2022

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A hybrid deep learning paradigm for carotid plaque tissue characterization and its validation in multicenter cohorts using a supercomputer framework.
Sanagala S Skandha, Andrew Nicolaides, Suneet K Gupta, Vijaya K Koppula, Luca Saba

Comput Biol Med· February 2022

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Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.
George Konstantonis, Krishna V Singh, Petros P Sfikakis, Ankush D Jamthikar, George D Kitas, Suneet K Gupta

Rheumatol Int· February 2022

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Human activity recognition in artificial intelligence framework: a narrative review.
Neha Gupta, Suneet K Gupta, Rajesh K Pathak, Vanita Jain, Parisa Rashidi

Artif Intell Rev· January 2022

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Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective.
Jasjit S Suri, Sushant Agarwal, Suneet Gupta, Anudeep Puvvula, Klaudija Viskovic

IEEE J Biomed Health Inform· November 2021

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Inter-Variability Study of COVLIAS 1.0: Hybrid Deep Learning Models for COVID-19 Lung Segmentation in Computed Tomography.
Jasjit S Suri, Sushant Agarwal, Pranav Elavarthi, Rajesh Pathak, Vedmanvitha Ketireddy, Suneet K Gupta, Archna Gupta

Diagnostics (Basel)· November 2021

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Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification.
Skandha S Sanagala, Andrew Nicolaides, Suneet K Gupta, Vijaya K Koppula, Luca Saba

Diagnostics (Basel)· November 2021

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COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models.
Jasjit S Suri, Sushant Agarwal, Rajesh Pathak, Vedmanvitha Ketireddy, Marta Columbu, Suneet K Gupta, Archna Gupta

Diagnostics (Basel)· August 2021

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Multimodality carotid plaque tissue characterization and classification in the artificial intelligence paradigm: a narrative review for stroke application.
Luca Saba, Skandha S Sanagala, Suneet K Gupta, Vijaya K Koppula, Amer M Johri

Ann Transl Med· July 2021

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Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system.
Luca Saba, Skandha S Sanagala, Suneet K Gupta, Vijaya K Koppula, Amer M Johri

Int J Cardiovasc Imaging· May 2021

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Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs.
Luca Saba, Mohit Agarwal, Anubhav Patrick, Anudeep Puvvula, Suneet K Gupta

Int J Comput Assist Radiol Surg· March 2021

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Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application.
Mohit Agarwal, Luca Saba, Suneet K Gupta, Amer M Johri, Narendra N Khanna

Med Biol Eng Comput· March 2021

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A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence.
Jasjit S Suri, Sushant Agarwal, Suneet K Gupta, Anudeep Puvvula, Mainak Biswas

Comput Biol Med· March 2021

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A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort.
Mohit Agarwal, Luca Saba, Suneet K Gupta, Alessandro Carriero, Zeno Falaschi

J Med Syst· January 2021

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