2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting

Siddhartha Gairola, Francis Tom, Nipun Kwatra et al. · 2021 · 127 citations

Computing, Computer Science, Health Informatics +11

EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals

Andaç Demir, Toshiaki Koike–Akino, Ye Wang et al. · 2021 · 109 citations

Computing, Computer Science, Neuroscience +17

Introducing Attention Mechanism for EEG Signals: Emotion Recognition with Vision Transformers

Arjun Arjun, Aniket Singh Rajpoot, Mahesh Raveendranatha Panicker · 2021 · 67 citations

Engineering, Bioengineering, Biomedical Engineering +17

A Deep Learning Approach to Predict Blood Pressure from PPG Signals

Ali Tazarv, Marco Levorato · 2021 · 49 citations · Full text

Computing, Computer Science, Health Informatics +17

Personalized Stress Monitoring using Wearable Sensors in Everyday Settings

Ali Tazarv, Sina Labbaf, Stephanie M. Reich et al. · 2021 · 48 citations · Full text

Nursing, Health Informatics, Health Data Analytics +16