Innovations in Quantitative Rapid Testing: Early Prediction of Health Risks

Current Problems in Cardiology, Год журнала: 2025, Номер unknown, С. 103000 - 103000

Опубликована: Фев. 1, 2025

Язык: Английский

Using Deep Learning Techniques to Study the Effects of Psychological Stress on College Students’ Performance in Physical Education Classes

Applied Mathematics and Nonlinear Sciences, Год журнала: 2025, Номер 10(1)

Опубликована: Янв. 1, 2025

Abstract With the increasing prominence of problems accelerated pace life and aggravated academic pressure, psychological stress appears in many college students as a group. The article summarises basic characteristics PPG signals, implements extraction HRV features pressure investigates Transformer model deep learning, adapts encoder optimises parameters to be suitable for analysis signals. It is confirmed through relevant experiments that feature recognition method based on one proposed this paper has high consistency degree can used assess students. regression students’ performance physical education class shows significantly negatively predicts exercise β =−0.358 (t=−14.632,p<0.001). In summary, learning technique important studying effects their classes.

Язык: Английский

An adaptive protocol to assess physiological responses as a function of task demand in speech-in-noise testing

Journal of Neuroscience Methods, Год журнала: 2024, Номер unknown, С. 110348 - 110348

Опубликована: Дек. 1, 2024

Язык: Английский