Application of machine learning techniques to the analysis and prediction of drug pharmacokinetics

R Ota, F Yamashita - Journal of Controlled Release, 2022 - Elsevier
In this review, we describe the current status and challenges in applying machine-learning
techniques to the analysis and prediction of pharmacokinetic data. The theory of …

Concatenated convolutional neural network model for cuffless blood pressure estimation using fuzzy recurrence properties of photoplethysmogram signals

AB Malayeri, MB Khodabakhshi - Scientific reports, 2022 - nature.com
Due to the importance of continuous monitoring of blood pressure (BP) in controlling
hypertension, the topic of cuffless BP estimation has been widely studied in recent years. A …

Predicting sun protection measures against skin diseases using machine learning approaches

N Sultana - Journal of Cosmetic Dermatology, 2022 - Wiley Online Library
Background The substantial growth rate of skin cancer has necessitated adequate
protection from solar radiation. Consequently, analyzing sun protection practices is an …

Reduced-order modeling and analysis of dynamic cerebral autoregulation via diffusion maps

KRM Dos Santos, MI Katsidoniotaki… - Physiological …, 2023 - iopscience.iop.org
Objective. A data-driven technique for parsimonious modeling and analysis of dynamic
cerebral autoregulation (DCA) is developed based on the concept of diffusion maps …

[图书][B] Uncertainty quantification techniques with diverse applications to stochastic dynamics of structural and nanomechanical systems and to modeling of cerebral …

MI Katsidoniotaki - 2022 - search.proquest.com
Uncertainty quantification techniques with diverse applications to stochastic dynamics of
structural and nanomechanical systems Page 1 Uncertainty quantification techniques with …

Continuous cuffless blood pressure measurement using feed-forward neural network

O Viunytskyi, V Lukin, A Totsky, V Shulgin… - 2023 - dspace.library.khai.edu
ИССЛЕДОВАНИЕ СВЕРЛЕНИЯ СМЕШАННЫХ ПАКЕТОВ ИЗ КМ И ТИТАНОВЫХ СПЛАВОВ
Page 1 ISSN 1814-4225 (print) Radioelectronic and Computer Systems, 2023, no. 2(106) ISSN …

Reduced order modelling for direct and inverse problems in haemodynamics

D Lombardi - Reduced Order Models for the Biomechanics of Living …, 2023 - Elsevier
In this chapter we propose a review of reduced order models (ROMs) to speed-up direct and
inverse problems in the context of haemodynamics. In particular, we highlight three different …

Analysis of Corrected QT Interval Dispersion (QTcd) in Normotensive Subjects Performing Breath-hold Challenge

S Al-Jahawsheh, B Na'amneh… - 2020 IEEE 5th …, 2020 - ieeexplore.ieee.org
Obstructive sleep apnea/hypopnea syndrome (OSAHS) is a disorder in which the airway is
blocked completely (apnea) or partially (hypopnea), and is caused by the collapse of the …