[HTML][HTML] Digital medicine and the curse of dimensionality

V Berisha, C Krantsevich, PR Hahn, S Hahn… - NPJ digital …, 2021 - nature.com
Digital health data are multimodal and high-dimensional. A patient's health state can be
characterized by a multitude of signals including medical imaging, clinical variables …

[HTML][HTML] Heart rate variability in psychology: A review of HRV indices and an analysis tutorial

T Pham, ZJ Lau, SHA Chen, D Makowski - Sensors, 2021 - mdpi.com
The use of heart rate variability (HRV) in research has been greatly popularized over the
past decades due to the ease and affordability of HRV collection, coupled with its clinical …

[HTML][HTML] Stress and heart rate variability: a meta-analysis and review of the literature

HG Kim, EJ Cheon, DS Bai, YH Lee… - Psychiatry …, 2018 - ncbi.nlm.nih.gov
Objective Physical or mental imbalance caused by harmful stimuli can induce stress to
maintain homeostasis. During chronic stress, the sympathetic nervous system is …

[HTML][HTML] Effect of breathwork on stress and mental health: A meta-analysis of randomised-controlled trials

GW Fincham, C Strauss, J Montero-Marin… - Scientific Reports, 2023 - nature.com
Deliberate control of the breath (breathwork) has recently received an unprecedented surge
in public interest and breathing techniques have therapeutic potential to improve mental …

[HTML][HTML] Wearable devices for physical monitoring of heart: a review

G Prieto-Avalos, NA Cruz-Ramos, G Alor-Hernández… - Biosensors, 2022 - mdpi.com
Cardiovascular diseases (CVDs) are the leading cause of death globally. An effective
strategy to mitigate the burden of CVDs has been to monitor patients' biomedical variables …

[HTML][HTML] Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors

J Marín-Morales, JL Higuera-Trujillo, A Greco… - Scientific reports, 2018 - nature.com
Affective Computing has emerged as an important field of study that aims to develop
systems that can automatically recognize emotions. Up to the present, elicitation has been …

Characterizing cardiac autonomic dynamics of fear learning in humans

S Battaglia, S Orsolini, S Borgomaneri… - …, 2022 - Wiley Online Library
Understanding transient dynamics of the autonomic nervous system during fear learning
remains a critical step to translate basic research into treatment of fear‐related disorders. In …

Heart rate variability: are you using it properly? Standardisation checklist of procedures

AM Catai, CM Pastre, MF de Godoy, E da Silva… - Brazilian journal of …, 2020 - Elsevier
Background Heart rate variability is used as an assessment method for cardiac autonomic
modulation. Since the Task Force's publication on heart rate variability in 1996, the …

[HTML][HTML] Analysis of heart rate variability and implication of different factors on heart rate variability

R Tiwari, R Kumar, S Malik, T Raj… - Current cardiology …, 2021 - ncbi.nlm.nih.gov
Background The heart is the central organ of the circulatory system, which maintains the flow
of blood along with the transport of nutrients to different cells and tissues. A well-functioning …

Emotion recognition using wireless signals

M Zhao, F Adib, D Katabi - Proceedings of the 22nd annual international …, 2016 - dl.acm.org
This paper demonstrates a new technology that can infer a person's emotions from RF
signals reflected off his body. EQ-Radio transmits an RF signal and analyzes its reflections …