Umayahara Yasutaka 馬屋原康高

Researcher Number	60746395
Other IDs	https://orcid.org/0000-0002-1862-5055
Affiliation (Current)	2025: 広島都市学園大学, 健康科学部, 教授(移行)
Affiliation (based on the past Project Information) *help	2022 – 2024: 広島都市学園大学, 健康科学部, 教授(移行) 2020 – 2022: 広島都市学園大学, 健康科学部, 准教授(移行) 2019: 広島都市学園大学, 健康科学部, 准教授 2016 – 2019: 広島都市学園大学, 健康科学部, 講師(移行)
Review Section/Research Field	Principal Investigator Basic Section 59010:Rehabilitation science-related / Basic Section 45060:Applied anthropology-related / Rehabilitation science/Welfare engineering Except Principal Investigator Basic Section 59010:Rehabilitation science-related
Keywords	Principal Investigator 機械学習 / ニューラルネット / 呼吸機能 / マイクロフォン / 咳嗽 / 咳嗽音 / 咳嗽力 / 発声 / 呼吸機能評価 / Neural Networks … More / 肺活量 / 生体工学 / リハビリテーション / CPF / 咳嗽能力 / 骨伝導マイク / Cough peak flow / スマートフォン / Cough Peak Flow / モバイルディバイス … More Except Principal Investigator リハビリテーション / 咳嗽力 / 呼吸サルコペニア / 慢性呼吸器疾患 / 酸化ストレス / 身体活動 / 運動機能 / 高齢者 / 局所酸化ストレス / 特発性肺線維症 / 呼吸リハビリテーション Less

Estimating and Evaluating Respiratory Function from Simple Vocalizations Resistant to Cognitive Decline through Machine Learning.Principal Investigator
- Principal Investigator
  
  馬屋原康高
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 59010:Rehabilitation science-related
- Research Institution
  Hiroshima Cosmopolitan University
Elucidation of factors related to respiratory sarcopenia and development of prevention programs in patients with chronic respiratory disease
- Principal Investigator
  
  関川清一
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 59010:Rehabilitation science-related
- Research Institution
  Hiroshima University
A Novel Respiratory Function Evaluation Method via Cough SoundsPrincipal Investigator
- Principal Investigator
  
  Umayahara Yasutaka
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 45060:Applied anthropology-related
- Research Institution
  Hiroshima Cosmopolitan University
Development of pulmonary rehabilitation method using local oxidative stress markers for idiopathic pulmonary fibrosis
- Principal Investigator
  
  Sekikawa kiyokazu
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 59010:Rehabilitation science-related
- Research Institution
  Hiroshima University
A Novel Cough Strength Evaluation Method via Cough SoundsPrincipal Investigator
- Principal Investigator
  
  Umayahara Yasutaka
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Rehabilitation science/Welfare engineering
- Research Institution
  Hiroshima Cosmopolitan University

All 2023 2020 2018 2017 2016

All Journal Article Presentation Patent

[Journal Article] Cough sound-based estimation of vital capacity via cough peak flow using artificial neural network analysis2023
- Author(s)
  Umayahara Yasutaka、Soh Zu、Furui Akira、Sekikawa Kiyokazu、Imura Takeshi、Otsuka Akira、Tsuji Toshio
- Journal Title
  
  Scientific Reports
  
  Volume: 13 Issue: 1 Pages: 1-9
- DOI
  10.1038/s41598-023-35544-3
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06878
[Journal Article] Clinical Significance of Cough Peak Flow and Its Non-Contact Measurement via Cough Sounds: A Narrative Review2020
- Author(s)
  Umayahara Yasutaka、Soh Zu、Sekikawa Kiyokazu、Kawae Toshihiro、Otsuka Akira、Tsuji Toshio
- Journal Title
  
  Applied Sciences
  
  Volume: 10 Issue: 8 Pages: 2782-2782
- DOI
  10.3390/app10082782
- NAID
  120006849102
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06878
[Journal Article] Estimation of Cough Peak Flow Using Cough Sounds2018
- Author(s)
  Umayahara Yasutaka、Soh Zu、Sekikawa Kiyokazu、Kawae Toshihiro、Otsuka Akira、Tsuji Toshio
- Journal Title
  
  Sensors
  
  Volume: 18 Issue: 7 Pages: 2381-2381
- DOI
  10.3390/s18072381
- NAID
  120006523404
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16475
[Journal Article] A Mobile Cough Strength Evaluation Device Using Cough Sounds2018
- Author(s)
  Umayahara Yasutaka、Soh Zu、Sekikawa Kiyokazu、Kawae Toshihiro、Otsuka Akira、Tsuji Toshio
- Journal Title
  
  Sensors
  
  Volume: 18 Issue: 11 Pages: 3810-3810
- DOI
  10.3390/s18113810
- NAID
  120006800827
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16475
[Journal Article] Cough peak flow can be predicted via cough sounds2017
- Author(s)
  Umayahara Y, Soh Z, Sekikawa K, Kawae K, Otsuka A. Tsuji T
- Journal Title
  
  PLOS ONE
  
  Volume: -
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-16K16475
[Journal Article] Ability to cough can be evaluated through cough sounds: An experimental investigation of effects of microphone type on accuracy2017
- Author(s)
  Yasutaka Umayahara, Zu Soh, Tomoko Ozaki, Takafumi MUrakami, Akira Otsuka, Toshio Tsuji
- Journal Title
  
  2017 IEEE/SICE International Symposium on System Integration (SII)
  
  Volume: SII2017 Pages: 936-941
- DOI
  10.1109/sii.2017.8279343
- NAID
  120006523405
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16475
[Patent] 咳嗽能力評価装置、咳嗽能力評価システム、咳嗽能力評価方法及びプログラム2018
- Inventor(s)
  馬屋原康高、曽智、大塚彰、辻敏夫
- Industrial Property Rights Holder
  広島都市学園大学、広島大学
- Industrial Property Rights Type
  特許
- Filing Date
  2018
- Data Source
  KAKENHI-PROJECT-16K16475
[Patent] 咳嗽能力評価装置、咳嗽能力評価システム、咳嗽能力評価方法及びプログラム2018
- Inventor(s)
  馬屋原康高, 曽智, 大塚彰, 辻敏夫
- Industrial Property Rights Holder
  馬屋原康高, 曽智, 大塚彰, 辻敏夫
- Industrial Property Rights Type
  特許
- Filing Date
  2018
- Overseas
- Data Source
  KAKENHI-PROJECT-16K16475
[Presentation] Ability to cough can be evaluated through cough sounds: An experimental investigation of effects of microphone type on accuracy2017
- Author(s)
  Yasutaka Umayahara, Zu Soh, Tomoko Ozaki, Takafumi MUrakami, Akira Otsuka, Toshio Tsuji
- Organizer
  2017 IEEE/SICE International Symposium on System Integration (SII)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16475
[Presentation] ピークフローメータの測定位置がCough Peak Flowの測定値に与える影響について2016
- Author(s)
  馬屋原康高，関川清一，河江敏広，大塚彰，辻敏夫
- Organizer
  第２６回日本呼吸ケア・リハビリテーション学会
- Place of Presentation
  神奈川県
- Year and Date
  2016-10-10
- Data Source
  KAKENHI-PROJECT-16K16475

1. Sekikawa Kiyokazu (30363055)

# of Collaborated Projects: 5 results

# of Collaborated Products: 6 results
2. Tsuji Toshio (90179995)

# of Collaborated Projects: 3 results

# of Collaborated Products: 8 results
3. Soh Zu (80724351)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
4. Kawae Toshihiro (00598948)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
5. Otsuka Akira

# of Collaborated Projects: 1 results

# of Collaborated Products: 6 results

Umayahara Yasutaka 馬屋原 康高

Research Projects

Research Products

Co-Researchers

Estimating and Evaluating Respiratory Function from Simple Vocalizations Resistant to Cognitive Decline through Machine Learning.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Elucidation of factors related to respiratory sarcopenia and development of prevention programs in patients with chronic respiratory disease

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A Novel Respiratory Function Evaluation Method via Cough SoundsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of pulmonary rehabilitation method using local oxidative stress markers for idiopathic pulmonary fibrosis

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A Novel Cough Strength Evaluation Method via Cough SoundsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Cough sound-based estimation of vital capacity via cough peak flow using artificial neural network analysis2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Clinical Significance of Cough Peak Flow and Its Non-Contact Measurement via Cough Sounds: A Narrative Review2020

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Estimation of Cough Peak Flow Using Cough Sounds2018

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] A Mobile Cough Strength Evaluation Device Using Cough Sounds2018

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Cough peak flow can be predicted via cough sounds2017

Author(s)

Journal Title

Data Source

[Journal Article] Ability to cough can be evaluated through cough sounds: An experimental investigation of effects of microphone type on accuracy2017

Author(s)

Journal Title

DOI

NAID

Data Source

[Patent] 咳嗽能力評価装置、咳嗽能力評価システム、咳嗽能力評価方法及びプログラム2018

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Data Source

[Patent] 咳嗽能力評価装置、咳嗽能力評価システム、咳嗽能力評価方法及びプログラム2018

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Data Source

[Presentation] Ability to cough can be evaluated through cough sounds: An experimental investigation of effects of microphone type on accuracy2017

Umayahara Yasutaka 馬屋原康高