Rheumatoid arthritis: atherosclerosis imaging and cardiovascular risk assessment using machine and deep learning–based tissue characterization NN Khanna, AD Jamthikar, D Gupta, M Piga, L Saba, C Carcassi, ... Current atherosclerosis reports 21, 1-14, 2019 | 88 | 2019 |
A survey on coronary atherosclerotic plaque tissue characterization in intravascular optical coherence tomography A Boi, AD Jamthikar, L Saba, D Gupta, A Sharma, B Loi, JR Laird, ... Current atherosclerosis reports 20, 1-17, 2018 | 77 | 2018 |
Cardiovascular/stroke risk predictive calculators: a comparison between statistical and machine learning models A Jamthikar, D Gupta, L Saba, NN Khanna, T Araki, K Viskovic, ... Cardiovascular diagnosis and therapy 10 (4), 919, 2020 | 66 | 2020 |
A low-cost machine learning-based cardiovascular/stroke risk assessment system: integration of conventional factors with image phenotypes A Jamthikar, D Gupta, NN Khanna, L Saba, T Araki, K Viskovic, HS Suri, ... Cardiovascular diagnosis and therapy 9 (5), 420, 2019 | 66 | 2019 |
Global perspective on carotid intima-media thickness and plaque: should the current measurement guidelines be revisited? L Saba, A Jamthikar, D Gupta, NN Khanna, K Viskovic, HS Suri, A Gupta, ... International angiology 38 (6), 451-465, 2019 | 66 | 2019 |
Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: A 500 … AD Jamthikar, D Gupta, LE Mantella, L Saba, JR Laird, AM Johri, JS Suri The International Journal of Cardiovascular Imaging 37, 1171-1187, 2021 | 58 | 2021 |
Bidirectional link between diabetes mellitus and coronavirus disease 2019 leading to cardiovascular disease: A narrative review V Viswanathan, A Puvvula, AD Jamthikar, L Saba, AM Johri, V Kotsis, ... World journal of diabetes 12 (3), 215, 2021 | 53 | 2021 |
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study NN Khanna, AD Jamthikar, D Gupta, A Nicolaides, T Araki, L Saba, ... Computers in biology and medicine 105, 125-143, 2019 | 52 | 2019 |
Nonlinear model for the carotid artery disease 10‐year risk prediction by fusing conventional cardiovascular factors to carotid ultrasound image phenotypes: a Japanese diabetes … NN Khanna, AD Jamthikar, T Araki, D Gupta, M Piga, L Saba, C Carcassi, ... Echocardiography 36 (2), 345-361, 2019 | 51 | 2019 |
Cardiovascular/stroke risk prevention: A new machine learning framework integrating carotid ultrasound image-based phenotypes and its harmonics with conventional risk factors A Jamthikar, D Gupta, NN Khanna, L Saba, JR Laird, JS Suri Indian heart journal 72 (4), 258-264, 2020 | 48 | 2020 |
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound AD Jamthikar, D Gupta, L Saba, NN Khanna, K Viskovic, S Mavrogeni, ... Computers in biology and medicine 126, 104043, 2020 | 46 | 2020 |
A special report on changing trends in preventive stroke/cardiovascular risk assessment via B-mode ultrasonography A Jamthikar, D Gupta, NN Khanna, T Araki, L Saba, A Nicolaides, ... Cognitive Informatics, Computer Modelling, and Cognitive Science, 291-318, 2020 | 43 | 2020 |
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1. 0 NN Khanna, AD Jamthikar, D Gupta, T Araki, M Piga, L Saba, C Carcassi, ... Medical & biological engineering & computing 57, 1553-1566, 2019 | 41 | 2019 |
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach E Cuadrado-Godia, AD Jamthikar, D Gupta, NN Khanna, T Araki, ... Computers in biology and medicine 108, 182-195, 2019 | 41 | 2019 |
Cardiovascular risk assessment in patients with rheumatoid arthritis using carotid ultrasound B-mode imaging AD Jamthikar, D Gupta, A Puvvula, AM Johri, NN Khanna, L Saba, ... Rheumatology international 40 (12), 1921-1939, 2020 | 38 | 2020 |
Integration of cardiovascular risk assessment with COVID-19 using artificial intelligence JS Suri, A Puvvula, M Majhail, M Biswas, AD Jamthikar, L Saba, G Faa, ... Reviews in Cardiovascular Medicine 21 (4), 541-560, 2020 | 35 | 2020 |
Low-cost preventive screening using carotid ultrasound in patients with diabetes V Viswanathan, A Jamthikar, D Gupta, N Shanu, A Puvvula, NN Khanna, ... Frontiers in Bioscience-Landmark 25 (6), 1132-1171, 2020 | 34 | 2020 |
Echolucency-based phenotype in carotid atherosclerosis disease for risk stratification of diabetes patients V Kotsis, AD Jamthikar, T Araki, D Gupta, JR Laird, AA Giannopoulos, ... Diabetes research and clinical practice 143, 322-331, 2018 | 33 | 2018 |
Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients G Konstantonis, KV Singh, PP Sfikakis, AD Jamthikar, GD Kitas, SK Gupta, ... Rheumatology International 42 (2), 215-239, 2022 | 32 | 2022 |
Low-cost office-based cardiovascular risk stratification using machine learning and focused carotid ultrasound in an Asian-Indian cohort AD Jamthikar, D Gupta, AM Johri, LE Mantella, L Saba, R Kolluri, ... Journal of medical systems 44, 1-15, 2020 | 28 | 2020 |