Design of DNN-based low-power VLSI architecture to classify atrial fibrillation for wearable devices
R Parmar, M Janveja, J Pidanic… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Atrial fibrillation (AF) is a recurrent and life-threatening disease leading to rapid growth in the
mortality rate due to cardiac abnormalities. It is challenging to manually diagnose AF using …
mortality rate due to cardiac abnormalities. It is challenging to manually diagnose AF using …
Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling-Based Classifiers
Monitoring of biomedical data, such as electrocardiogram (ECG) signals, requires
accelerators, which can process data streams in a continuous manner. Especially, wearable …
accelerators, which can process data streams in a continuous manner. Especially, wearable …
Real-time prediction of cardiovascular diseases using reservoir-computing and fusion with electronic medical record
S Sadasivuni, V Damodaran… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs) are a leading cause of death in USA and globally, but
many people suffering from CVDs are asymptomatic in the early stages leading to reduced …
many people suffering from CVDs are asymptomatic in the early stages leading to reduced …
An Event-Driven Cardiac Monitoring System Based on a Low-Power Atrial-Fibrillation Detection ASIC with a Sensitivity of 92.5%
X Gu, K Zhou, H Lyu - IEEE Sensors Letters, 2024 - ieeexplore.ieee.org
This letter presents an event-driven cardiac monitoring system for atrial-fibrillation (AF)
detection through the co-design of a low-power application-specific integrated circuit (ASIC) …
detection through the co-design of a low-power application-specific integrated circuit (ASIC) …
A Custom-designed Atrial Fibrillation Detection Hardware on a Flexible Substrate
E Ozer, J Kufel, E Punskaya, I Drokov… - … on Flexible and …, 2024 - ieeexplore.ieee.org
This paper proposes a custom-designed atrial fibrillation (AF) detection hardware
implemented and fabricated as a flexible application-specific integrated circuit (Flex-ASIC) …
implemented and fabricated as a flexible application-specific integrated circuit (Flex-ASIC) …
Fully Integrated Mixed-Signal Classifier for Cardiovascular Health Monitoring
SP Bhanushali, S Sadasivuni… - … Circuits and Systems …, 2023 - ieeexplore.ieee.org
This work presents a fully integrated on-chip classifier for on-device detection of atrial
fibrillation (AFib) from electrocardiogram (ECG) signal. The ECG signals are digitized using …
fibrillation (AFib) from electrocardiogram (ECG) signal. The ECG signals are digitized using …
An SVM-Based Atrial Fibrillation Detection Processor IC with a 95.8-% Sensitivity for Low-Power Event-Driven Cardiac Monitoring Applications
K Zhou, X Gu, H Lyu - 2024 International VLSI Symposium on …, 2024 - ieeexplore.ieee.org
This work presents an energy-efficient cardiac signal processor IC for continuous atrial
fibrillation (AF) detection in implantable and wearable cardiac monitoring applications. The …
fibrillation (AF) detection in implantable and wearable cardiac monitoring applications. The …