Laura E. Mantella

The Essential Autophagy Gene ATG7 Modulates Organ Fibrosis via Regulation of Endothelial-to-Mesenchymal Transition

Krishna K. Singh, Fina Lovren, Yi Pan et al. · Journal of Biological Chemistry · 2014 · 119 citations · Full text

Inflammation, Cell Autophagy, Fibrosis +9

Carotid intraplaque neovascularization predicts coronary artery disease and cardiovascular events

Laura E. Mantella, Kayla N. Colledanchise, Marie‐France Hétu et al. · European Heart Journal - Cardiovascular Imaging · 2019 · 98 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

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 et al. · Computers in Biology and Medicine · 2022 · 47 citations

Engineering, Machine Learning, Cardiovascular Disease +12

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study

Ankush D. Jamthikar, Deep Gupta, Amer M. Johri et al. · Computers in Biology and Medicine · 2021 · 37 citations

Epidemiology, Cardiovascular Disease, Risk Prediction +11