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John R. Laird
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2020 – today
- 2024
- [j36]Archana Bathula, Suneet K. Gupta, Suresh Merugu, Luca Saba, Narendra N. Khanna, John R. Laird, Siva Skandha Sanagala, Rajesh Singh, Deepak Garg, Mostafa M. Fouda, Jasjit S. Suri:
Blockchain, artificial intelligence, and healthcare: the tripod of future - a narrative review. Artif. Intell. Rev. 57(9): 238 (2024) - [j35]Sushant Agarwal, Sanjay Saxena, Alessandro Carriero, Gian Luca Chabert, Gobinath Ravindran, Sudip Paul, John R. Laird, Deepak Garg, Mostafa Fatemi, Lopamudra Mohanty, Arun Kumar Dubey
, Rajesh Singh, Mostafa M. Fouda, Narpinder Singh, Subbaram Naidu, Klaudija Viskovic, Melita Kukuljan, Manudeep K. Kalra, Luca Saba, Jasjit S. Suri:
COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography. Frontiers Artif. Intell. 7 (2024) - [j34]Ashish Kumar, Vivekanand Aelgani, Rubeena Vohra, Suneet K. Gupta, Mrinalini Bhagawati, Sudip Paul, Luca Saba, Neha Suri, Narendra N. Khanna, John R. Laird, Amer M. Johri, Manudeep Kalra, Mostafa M. Fouda
, Mostafa Fatemi, Subbaram Naidu, Jasjit S. Suri:
Artificial intelligence bias in medical system designs: a systematic review. Multim. Tools Appl. 83(6): 18005-18057 (2024) - 2023
- [j33]Jasjit S. Suri
, Mrinalini Bhagawati, Sushant Agarwal
, Sudip Paul
, Amit Pandey, Suneet K. Gupta
, Luca Saba
, Kosmas I. Paraskevas
, Narendra N. Khanna
, John R. Laird
, Amer M. Johri
, Manudeep K. Kalra, Mostafa M. Fouda
, Mostafa Fatemi
, Subbaram Naidu
:
UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias. IEEE Access 11: 595-645 (2023) - 2022
- [j32]Jasjit S. Suri, Mrinalini Bhagawati
, Sudip Paul
, Athanasios Protogeron, Petros P. Sfikakis, George D. Kitas, Narendra N. Khanna
, Zoltan Ruzsa, Aditya M. Sharma
, Sanjay Saxena, Gavino Faa, Kosmas I. Paraskevas
, John R. Laird, Amer M. Johri, Luca Saba, Manudeep S. Kalra:
Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind review. Comput. Biol. Medicine 142: 105204 (2022) - [j31]Mohit Agarwal
, Sushant Agarwal, Luca Saba, Gian Luca Chabert
, Suneet K. Gupta, Alessandro Carriero, Alessio Pasche, Pietro Danna, Armin Mehmedovic, Gavino Faa, Saurabh Shrivastava, Kanishka Jain, Harsh Jain, Tanay Jujaray, Inder M. Singh, Monika Turk, Paramjit S. Chadha, Amer M. Johri, Narendra N. Khanna
, Sophie Mavrogeni, John R. Laird, David W. Sobel, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, George Tsoulfas, Durga Prasanna Misra, Vikas Agarwal
, George D. Kitas, Jagjit S. Teji, Mustafa Al-Maini, Surinder K. Dhanjil, Andrew Nicolaides, Aditya Sharma, Vijay Rathore, Mostafa Fatemi, Azra Alizad, Pudukode R. Krishnan, Rajanikant R. Yadav, Frence Nagy, Zsigmond Tamás Kincses, Zoltan Ruzsa, Subbaram Naidu, Klaudija Viskovic, Manudeep K. Kalra, Jasjit S. Suri
:
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. Comput. Biol. Medicine 146: 105571 (2022) - [j30]Amer M. Johri, Krishna V. Singh
, Laura E. Mantella, Luca Saba, Aditya Sharma
, John R. Laird, Kumar Utkarsh
, Inder M. Singh, Suneet K. Gupta, Manudeep S. Kalra, Jasjit S. Suri
:
Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization. Comput. Biol. Medicine 150: 106018 (2022) - 2021
- [j29]Luca Saba, Mohit Agarwal
, Anubhav Patrick, Anudeep Puvvula
, Suneet K. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan
, Ayman El-Baz
, Iqbal Alam
, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna
, Arindam Bit, Mostafa Fatemi
, Azra Alizad, Jasjit S. Suri:
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. 16(3): 423-434 (2021) - [j28]Mainak Biswas, Luca Saba, Tomaz Omerzu, Amer M. Johri, Narendra N. Khanna
, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Antonella Balestrieri, Petros P. Sfikakis, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal
, George D. Kitas, Raghu Kolluri, Aditya Sharma, Vijay Viswanathan
, Zoltan Ruzsa, Andrew Nicolaides, Jasjit S. Suri:
A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework. J. Digit. Imaging 34(3): 581-604 (2021) - [j27]Mohit Agarwal
, Luca Saba, Suneet K. Gupta, Amer M. Johri, Narendra N. Khanna
, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Aditya M. Sharma, Vijay Viswanathan
, George D. Kitas, Andrew Nicolaides, Jasjit S. Suri:
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. Medical Biol. Eng. Comput. 59(3): 511-533 (2021) - [j26]Luca Saba
, Siva Skandha Sanagala
, Suneet K. Gupta
, Vijaya Kumar Koppula
, John R. Laird
, Vijay Viswanathan
, Miguel J. Sanches
, George D. Kitas
, Amer M. Johri
, Neeraj Sharma
, Andrew Nicolaides
, Jasjit S. Suri
:
A Multicenter Study on Carotid Ultrasound Plaque Tissue Characterization and Classification Using Six Deep Artificial Intelligence Models: A Stroke Application. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - 2020
- [j25]Mainak Biswas, Luca Saba, Shubhro Chakrabartty, Narender N. Khanna
, Hanjung Song, Harman S. Suri, Petros P. Sfikakis, Sophie Mavrogeni
, Klaudija Viskovic, John R. Laird, Elisa Cuadrado Godia
, Andrew Nicolaides, Aditya Sharma, Vijay Viswanathan
, Athanasios Protogerou, George D. Kitas, Gyan Pareek, Martin Miner, Jasjit S. Suri:
Two-stage artificial intelligence model for jointly measurement of atherosclerotic wall thickness and plaque burden in carotid ultrasound: A screening tool for cardiovascular/stroke risk assessment. Comput. Biol. Medicine 123: 103847 (2020) - [j24]Jasjit S. Suri, Anudeep Puvvula
, Mainak Biswas, Misha Majhail, Luca Saba, Gavino Faa, Inder M. Singh, Ronald Oberleitner, Monika Turk, Paramjit S. Chadha, Amer M. Johri, J. Miguel Sanches
, Narendra N. Khanna
, Klaudija Viskovic, Sophie Mavrogeni
, John R. Laird, Gyan Pareek, Martin Miner, D. Subbaram Naidu:
COVID-19 pathways for brain and heart injury in comorbidity patients: A role of medical imaging and artificial intelligence-based COVID severity classification: A review. Comput. Biol. Medicine 124: 103960 (2020) - [j23]Siva Skandha Sanagala
, Suneet K. Gupta, Luca Saba, Vijaya Kumar Koppula
, Amer M. Johri, Narendra N. Khanna
, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Durga Prasanna Misra, Vikas Agarwal
, Aditya M. Sharma, Vijay Viswanathan
, Vijay S. Rathore, Monika Turk, Jasjit S. Suri:
3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0. Comput. Biol. Medicine 125: 103958 (2020) - [j22]Ankush D. Jamthikar, Deep Gupta
, Luca Saba, Narendra N. Khanna
, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Naveed Sattar, Amer M. Johri, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Vijay Viswanathan
, Aditya M. Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri:
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. Comput. Biol. Medicine 126: 104043 (2020)
2010 – 2019
- 2019
- [j21]Narendra N. Khanna
, Ankush D. Jamthikar
, Deep Gupta
, Andrew Nicolaides, Tadashi Araki, Luca Saba, Elisa Cuadrado Godia
, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni
, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Vijay Viswanathan
, Jasjit S. Suri:
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. Comput. Biol. Medicine 105: 125-143 (2019) - [j20]Elisa Cuadrado Godia
, Ankush D. Jamthikar
, Deep Gupta
, Narendra N. Khanna
, Tadashi Araki, Md. Maniruzzaman
, Luca Saba, Andrew Nicolaides, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni
, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri:
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Comput. Biol. Medicine 108: 182-195 (2019) - [j19]Mainak Biswas
, Venkatanareshbabu Kuppili
, Luca Saba, Damodar Reddy Edla, Harman S. Suri, Aditya Sharma, Elisa Cuadrado Godia
, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk. Medical Biol. Eng. Comput. 57(2): 543-564 (2019) - [j18]Narendra N. Khanna
, Ankush D. Jamthikar
, Deep Gupta
, Tadashi Araki, Matteo Piga, Luca Saba, Carlo Carcassi, Andrew Nicolaides, John R. Laird, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni
, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri:
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. Medical Biol. Eng. Comput. 57(7): 1553-1566 (2019) - 2018
- [j17]Mainak Biswas
, Venkatanareshbabu Kuppili
, Tadashi Araki, Damodar Reddy Edla, Elisa Cuadrado Godia, Luca Saba, Harman S. Suri, Tomaz Omerzu, John R. Laird, Narendra N. Khanna
, Andrew Nicolaides, Jasjit S. Suri:
Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort. Comput. Biol. Medicine 98: 100-117 (2018) - [j16]Elisa Cuadrado Godia
, Md. Maniruzzaman
, Tadashi Araki, Anudeep Puvvula
, Md. Jahanur Rahman, Luca Saba, Harman S. Suri, Ajay Gupta, Sumit K. Banchhor, Jagjit S. Teji, Tomaz Omerzu, Narendra N. Khanna
, John R. Laird, Andrew Nicolaides, Sophie Mavrogeni
, George D. Kitas, Jasjit S. Suri:
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Comput. Biol. Medicine 101: 128-145 (2018) - [j15]P. Krishna Kumar
, Tadashi Araki, Jeny Rajan
, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. Comput. Methods Programs Biomed. 163: 155-168 (2018) - 2017
- [j14]Tadashi Araki, Pankaj Kumar 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: 77-96 (2017) - [j13]Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos. Comput. Biol. Medicine 84: 168-181 (2017) - [j12]Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri:
Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm. Comput. Biol. Medicine 91: 198-212 (2017) - [j11]Luca Saba, Sumit K. Banchhor, Narendra D. Londhe
, Tadashi Araki, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Web-based accurate measurements of carotid lumen diameter and stenosis severity: An ultrasound-based clinical tool for stroke risk assessment during multicenter clinical trials. Comput. Biol. Medicine 91: 306-317 (2017) - [j10]Nobutaka Ikeda, Nilanjan Dey
, Aditya Sharma, Ajay Gupta, Soumyo Bose, Suvojit Acharjee
, Shoaib Shafique, Elisa Cuadrado Godia
, Tadashi Araki, Luca Saba, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
Automated segmental-IMT measurement in thin/thick plaque with bulb presence in carotid ultrasound from multiple scanners: Stroke risk assessment. Comput. Methods Programs Biomed. 141: 73-81 (2017) - [j9]Luca Saba, Pankaj Kumar 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): 98:1-98:31 (2017) - [j8]P. Krishna Kumar
, Tadashi Araki, Jeny Rajan
, Luca Saba, Francesco Lavra, Nobutaka Ikeda, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Ajay Gupta, Jasjit S. Suri:
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. Medical Biol. Eng. Comput. 55(8): 1415-1434 (2017) - 2016
- [j7]Luca Saba, Sumit K. Banchhor, Harman S. Suri, Narendra D. Londhe
, Tadashi Araki, Nobutaka Ikeda, Klaudija Viskovic, Shoaib Shafique, John R. Laird, Ajay Gupta, Andrew Nicolaides, Jasjit S. Suri:
Accurate cloud-based smart IMT measurement, its validation and stroke risk stratification in carotid ultrasound: A web-based point-of-care tool for multicenter clinical trial. Comput. Biol. Medicine 75: 217-234 (2016) - [j6]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla
, Narendra D. Londhe
, Vimal K. Shrivastava
, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. Comput. Methods Programs Biomed. 124: 161-179 (2016) - [j5]Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla
, Pankaj Kumar 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: 137-158 (2016) - [j4]Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe
, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz
, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. 134: 237-258 (2016) - [j3]Tadashi Araki, Sumit K. Banchhor, Narendra D. Londhe
, Nobutaka Ikeda, Petia Radeva
, Devarshi Shukla
, Luca Saba, Antonella Balestrieri, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Syst. 40(3): 51:1-51:20 (2016) - [j2]Tadashi Araki, P. Krishna Kumar
, Harman S. Suri, Nobutaka Ikeda, Ajay Gupta, Luca Saba, Jeny Rajan
, Francesco Lavra, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Jasjit S. Suri:
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. J. Medical Syst. 40(7): 182:1-182:19 (2016) - 2015
- [j1]Tadashi Araki, Nobutaka Ikeda, Nilanjan Dey
, Sayan Chakraborty, Luca Saba, Dinesh Kumar, Elisa Cuadrado Godia, Xiaoyi Jiang
, Ajay Gupta, Petia Radeva
, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. Comput. Methods Programs Biomed. 118(2): 158-172 (2015)
Coauthor Index
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