Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCI
A Sundaresan, B Penchina, S Cheong, V Grace… - Brain Informatics, 2021 - Springer
Mental stress is a major individual and societal burden and one of the main contributing
factors that lead to pathologies such as depression, anxiety disorders, heart attacks, and …
factors that lead to pathologies such as depression, anxiety disorders, heart attacks, and …
RainMind: Investigating Dynamic Natural Soundscape of Physiological Data to Promote Self-Reflection for Stress Management
R Yan, X Ren, S Wang, X Bai… - International Journal of …, 2024 - Taylor & Francis
Metaphorical auditory displays are increasingly recognized for data presentation and self-
reflection. This article presents the design and evaluation of RainMind, a web-based …
reflection. This article presents the design and evaluation of RainMind, a web-based …
Application of convolutional neural network for decoding of 12-lead electrocardiogram from a frequency-modulated audio stream (sonified ECG)
V Krasteva, I Iliev, S Tabakov - Sensors, 2024 - mdpi.com
Research of novel biosignal modalities with application to remote patient monitoring is a
subject of state-of-the-art developments. This study is focused on sonified ECG modality …
subject of state-of-the-art developments. This study is focused on sonified ECG modality …
Deep LSTM recurrent neural network for anxiety classification from EEG in adolescents with autism
B Penchina, A Sundaresan, S Cheong… - … conference on brain …, 2020 - Springer
Anxiety is common in youth with autism spectrum disorder (ASD), causing unique lifelong
challenges that severely limit everyday opportunities and reduce quality of life. Given the …
challenges that severely limit everyday opportunities and reduce quality of life. Given the …
Comparative analysis of filtering methods in fuzzy C-means: Environment for DICOM image segmentation
The process of breaking the image and finding the location of the object and boundaries is
called image segmentation, it is an essential part in the field of image processing. Medical …
called image segmentation, it is an essential part in the field of image processing. Medical …
Mapping Inter-cardiovascular Time-frequency Coherence to Harmonic Tension in Sonification of Ensemble Interaction Between a Covid-19 Patient and the Medical …
This paper presents exploratory work on sonic and visual representations of heartbeats of a
COVID-19 patient and a medical team. The aim of this work is to sonify heart signals to …
COVID-19 patient and a medical team. The aim of this work is to sonify heart signals to …
Audio Feature Analysis for Trombone
GF Chen, YD Wu - 2019 IEEE 2nd International Conference on …, 2019 - ieeexplore.ieee.org
The trombone is a mid-bass instrument in the brass family, its tone is high, brilliant, solemn
and full, and the sound is bright and powerful. When it is weak, it is gentle and euphemistic …
and full, and the sound is bright and powerful. When it is weak, it is gentle and euphemistic …
[PDF][PDF] Cardiorespiratory optimized guided-breathing for post-stress recovery in a group setting
D Borthakur - 2020 - researchgate.net
Stress is the feeling of emotional strain in response to a perceived threat that disturbs the
homeostasis and affects our health and well-being. Short-term stress has some beneficial …
homeostasis and affects our health and well-being. Short-term stress has some beneficial …