Vladislav N. Zimin

Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic images

Juhwan Lee, David Prabhu, Chaitanya Kolluru et al. · Biomedical Optics Express · 2019 · 66 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features

Juhwan Lee, David Prabhu, Chaitanya Kolluru et al. · Scientific Reports · 2020 · 65 citations · Full text

Engineering, Conditional Random Field, Digital Pathology +23

Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring

Yazan Gharaibeh, David Prabhu, Chaitanya Kolluru et al. · Journal of Medical Imaging · 2019 · 63 citations · Full text

Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning Approach

Juhwan Lee, Yazan Gharaibeh, Chaitanya Kolluru et al. · IEEE Access · 2020 · 54 citations · Full text

Degradation modeling of poly-l-lactide acid (PLLA) bioresorbable vascular scaffold within a coronary artery

Shengmao Lin, Pengfei Dong, Changchun Zhou et al. · Nanotechnology Reviews · 2020 · 33 citations · Full text