Ankush D. Jamthikar

A low-cost machine learning-based cardiovascular/stroke risk assessment system: integration of conventional factors with image phenotypes

Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna et al. · Cardiovascular Diagnosis and Therapy · 2019 · 87 citations · Full text

Cardiovascular/stroke risk predictive calculators: a comparison between statistical and machine learning models

Ankush D. Jamthikar, Deep Gupta, Luca Saba et al. · Cardiovascular Diagnosis and Therapy · 2020 · 75 citations · Full text

Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: a 500 participants study

Ankush D. Jamthikar, Deep Gupta, Laura E. Mantella et al. · International journal of cardiac imaging · 2020 · 73 citations

Multiclass Machine, Machine Learning, Cardiovascular Disease +14

Cardiovascular/stroke risk prevention: A new machine learning framework integrating carotid ultrasound image-based phenotypes and its harmonics with conventional risk factors

Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna et al. · Indian Heart Journal · 2020 · 56 citations · Full text

Nonlinear model for the carotid artery disease 10‐year risk prediction by fusing conventional cardiovascular factors to carotid ultrasound image phenotypes: A Japanese diabetes cohort study

Narendra N. Khanna, Ankush D. Jamthikar, Tadashi Araki et al. · Echocardiography · 2019 · 54 citations