Nicole D. Aranoff

Classification of Aortic Stenosis Using Time–Frequency Features From Chest Cardio-Mechanical Signals

Chenxi Yang, Nicole D. Aranoff, Philip Green et al. · IEEE Transactions on Biomedical Engineering · 2019 · 56 citations

Classification of aortic stenosis using conventional machine learning and deep learning methods based on multi-dimensional cardio-mechanical signals

Chenxi Yang, Banish D. Ojha, Nicole D. Aranoff et al. · Scientific Reports · 2020 · 49 citations · Full text

Efficient detection of aortic stenosis using morphological characteristics of cardiomechanical signals and heart rate variability parameters

Arash Shokouhmand, Nicole D. Aranoff, Elissa Driggin et al. · Scientific Reports · 2021 · 42 citations · Full text

Heart Failure, Engineering, Machine Learning +24

An Open-Access Database for the Evaluation of Cardio-Mechanical Signals From Patients With Valvular Heart Diseases

Chenxi Yang, Foli Fan, Nicole D. Aranoff et al. · Frontiers in Physiology · 2021 · 37 citations · Full text

Heart Failure, Wearable Sensor, Remote Patient Monitoring +19

A Binary Classification of Cardiovascular Abnormality Using Time-Frequency Features of Cardio-mechanical Signals

Chenxi Yang, Nicole D. Aranoff, Philip Green et al. · 2018 · 16 citations

Heart Failure, Engineering, Biometrics +26