Neural networks

Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening

Author(s): Sergey N. Makarov, Ara Nazarian, Gregory M. Noetscher, Ziming Zhang, Johnathan W. Adams
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening 412 281 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Objective: There is an unmet need for quick, physically small, and cost-effective office-based techniques that can measure bone properties without the use of ionizing radiation. Methods: The present study reports…

read more
An Adaptive Seismocardiography (SCG)-ECG Multimodal Framework

An Adaptive Seismocardiography (SCG)-ECG Multimodal Framework for Cardiac Gating Using Artificial Neural Networks

Author(s): Jingting Yao, Srini Tridandapani, William F. Auffermann, Carson A. Wick, Pamela Bhatti
An Adaptive Seismocardiography (SCG)-ECG Multimodal Framework for Cardiac Gating Using Artificial Neural Networks 780 377 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

To more accurately trigger data acquisition and reduce radiation exposure of coronary computed tomography angiography (CCTA), a multimodal framework utilizing both electrocardiography (ECG) and seismocardiography (SCG) for CCTA prospective gating…

read more
A Knowledge-Based Approach to Automatic Detection of Equipment Alarm Sounds in a Neonatal Intensive Care Unit Environment

A Knowledge-Based Approach to Automatic Detection of Equipment Alarm Sounds in a Neonatal Intensive Care Unit Environment

Author(s): Ganna Raboshchuk, Climent Nadeu, Peter Jancovic, Alex Peiró Lilja, Munevver Kokuer, Blanca Muñoz Mahamud, Ana Riverola de Veciana
A Knowledge-Based Approach to Automatic Detection of Equipment Alarm Sounds in a Neonatal Intensive Care Unit Environment 780 424 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

       A large number of alarm sounds triggered by biomedical equipment occur frequently in the noisy environment of a neonatal intensive care unit (NICU) and play a key role in…

read more