Sumit K. Banchhor

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

Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla et al. · Computer Methods and Programs in Biomedicine · 2016 · 92 citations

Medicine, Cardiology, Diagnostic Imaging +16

A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens

Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla et al. · Computer Methods and Programs in Biomedicine · 2015 · 56 citations

Medicine, Cardiology, Internal Medicine +14

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

Luca Saba, Sumit K. Banchhor, Harman S. Suri et al. · Computers in Biology and Medicine · 2016 · 49 citations

Computing, Cloud Computing, Health Informatics +17

Intra- and inter-operator reproducibility of automated cloud-based carotid lumen diameter ultrasound measurement

Luca Saba, Sumit K. Banchhor, Tadashi Araki et al. · Indian Heart Journal · 2018 · 47 citations · Full text

Veterinary Medicine, Radiology, Diagnostic Imaging +16

Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm

Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki et al. · Computers in Biology and Medicine · 2017 · 42 citations

Medicine, Cardiology, Computer Science +16