Kosuke Oiwa

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Associate Professor

Nagaoka University of Technology

Japan

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About

Kosuke Oiwa is an Associate Professor at Nagaoka University of Technology, Japan. His research areas include remote blood glucose estimation, physiological stress responses, and blood pressure measurement using near-infrared facial imaging. Recent publications highlight his work on the application of deep learning for health monitoring and the analysis of facial temperature distribution related to emotional states.

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多波長分光計測に基づく遠隔血糖値計測に適した波長帯域の探索

Open Date: 2021-04-01

Close Date: 2023-03-31

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Collaborators (4)

Shusaku Nomura

Professor

Nagaoka University of Technology

JAPAN

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Shiro Matsumoto

Jichi Medical University

JAPAN

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Yasushi Nanai

Assistant Professor

JAPAN

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Naohiro Sata

Jichi Medical University

JAPAN

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Kosuke Oiwa

Research Interests

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Recent Grants

Articles (20)

Feedback differences between upper gastrointestinal and colorectal specialists observing laparoscopic trainee surgeon suturing videos

Optimal Wavelength Bands for Remote Blood Glucose Estimation Using Facial NIR Spectroscopic Images Measured At 800-1650 Nm

Remote blood pressure measurement from near-infrared face images: A comparison of the accuracy by the use of first and second biological optical window

Alleviation of physiological stress response by apple aroma

A comparative study of linear and nonlinear regression models for blood glucose estimation based on near-infrared facial images from 760 to 1650 nm wavelength

An Optimization for Resting Blood Pressure Estimation Model Based on Independent Components of Facial Thermal Images

Analysis of spatial distribution characteristics of facial skin temperature on stress coping

Applicability of deep learning for blood pressure estimation during hemodialysis based on facial images

Effect of subjective health conditions on facial skin temperature distribution: a 1-year statistical analysis among four participants

Evaluation of Hemodynamics during Emotional Arousal —A Study Using the International Affective Picture System—,感情喚起時の血行動態の評価―International Affective Picture System を用いた検討―

Feature Extraction for Estimating Acute Blood Glucose Level Variation From Multiwavelength Facial Images

An online feedback system for laparoscopic training during the COVID-19 pandemic: evaluation from the trainer perspective

Laparoscopic surgical skill evaluation with motion capture and eyeglass gaze cameras: A pilot study

SAFETY AND EFFECTIVENESS OF A STATIC WEARABLE CHAIR FOR PATIENTS REQUIRING REHABILITATION: A PRELIMINARY REPORT

Evaluation of the effects of food intake on task engagement based on psychophysiological states

Estimation of resting blood pressure using facial thermal images by separating acute stress variations

Spatial normalization of facial thermal images using facial landmarks

An attempt to construct the individual model of daily facial skin temperature using variational autoencoder

Face Alignment in Thermal Infrared Images Using Cascaded Shape Regression

Anomaly detection in facial skin temperature using variational autoencoder

Collaborators (4)

Shusaku Nomura

Shiro Matsumoto

Yasushi Nanai

Naohiro Sata

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