Evidence map›Paper›PMID 41634420›Full record

ArticleInternational journal of biometeorology2026

Human simulation model for predicting body temperature, blood pressure, and blood flow rate under various thermal exposures - Part 1: development of physical model for average Japanese male in their 20s.

Tomonobu Goto, Zhuoxi Niu, Yuki Chiba, Kentaro Amano, Yoshifumi Saijo

Abstract read
In one paragraph

Article in International journal of biometeorology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Tomonobu GotoDepartment of Architecture and Building Science, Tohoku University, Aoba 6-6-11-1204, Sendai, 980-8579, Japan. tomonobu.goto.a7@tohoku.ac.jp.ORCID http://orcid.org/0000-0002-3919-3458
Zhuoxi NiuIzumi Consulting Co., Ltd., Tokyo, Japan.
Yuki ChibaTakenaka Research and Development Institute, Inzai, Japan.
Kentaro AmanoTakenaka Research and Development Institute, Inzai, Japan.
Yoshifumi SaijoDepartment of Biomedical Engineering, Tohoku University, Sendai, Japan.

Funding

Japan Society for the Promotion of Science JP20H02307Japan Society for the Promotion of Science JP24K01036
6 · The paper itself

Abstract

In the mechanism of thermal health problems, not only body temperature but also blood pressure and blood flow rate are key factors. Human body simulation is a useful tool for predicting these physiological quantities under various conditions. Therefore, we aimed to develop a new human-body simulation model to predict body temperature, blood pressure, and blood flow rate. Our model consists of a "physical model" that simulates the phenomena of heat and blood transfer based on the physical properties of the human body, and an "autonomic regulation model" that simulates the phenomena in which the physical properties of the human body are regulated by the activity of the autonomic nervous system. The physical model consists of a "thermal network (TNW) model" that simulates heat flow and body temperature, and a "cardiovascular (CV) model" that simulates blood flow and blood pressure. In this study, we focused only on developing the physical model. In addition, based on experimental data from a recent study, parameter settings were derived to simulate an average Japanese male in their 20s. By applying the derived parameter settings to the physical model developed in this study, we confirmed that the calculated body temperature, blood flow rate, and blood pressure under a thermally neutral and supine condition reproduced the experimental values well.

Indexed as

Blood PressureBody TemperatureModels, BiologicalAdultBlood Flow VelocityComputer SimulationEast Asian PeopleHot TemperatureHumansJapanMaleYoung AdultBlood flow rateBlood pressureBody temperatureHealth riskHuman simulation modelThermal environment

Identifiers

PMID41634420
PMCPMC12868053

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.