小林正朋 (Masatomo Kobayashi) - マイポータル

基本情報

所属: 日本アイ・ビー・エム株式会社東京基礎研究所

学位: 博士（情報理工学）(東京大学)

J-GLOBAL ID: 201801007506696251
researchmap会員ID: B000295831

外部リンク: http://ibm.biz/jp-MSTM

研究分野

情報通信 / 生命、健康、医療情報学 /

論文

Utility of synthetic musculoskeletal gaits for generalizable healthcare applications

Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Erhan Bilal, James Liao, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

Nature Communications 2025年7月4日
Vocal expression of emotions discriminates dementia with Lewy bodies from Alzheimer's disease

Masatomo Kobayashi, Yasunori Yamada, Kaoru Shinkawa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 2024年4月
Screening of Mild Cognitive Impairment Through Conversations With Humanoid Robots: Exploratory Pilot Study

Kenta Yoshii, Daiki Kimura, Akihiro Kosugi, Kaoru Shinkawa, Toshiro Takase, Masatomo Kobayashi, Yasunori Yamada, Miyuki Nemoto, Ryohei Watanabe, Miho Ota …

JMIR Formative Research 2023年1月13日
Smartwatch-derived Acoustic Markers for Deficits in Cognitively Relevant Everyday Functioning.

Yasunori Yamada, Kaoru Shinakwa, Masatomo Kobayashi, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

ICDH 39-49 2023年
Balance Measures Derived from Insole Sensor Differentiate Prodromal Dementia with Lewy Bodies.

Masatomo Kobayashi, Yasunori Yamada, Kaoru Shinakwa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

ICDH 30-38 2023年
Automated Analysis of Drawing Process to Estimate Global Cognition in Older Adults: Preliminary International Validation on the US and Japan Data Sets

Yamada, Y., Shinkawa, K., Kobayashi, M., Badal, V.D., Glorioso, D., Lee, E.E., Daly, R., Nebeker, C., Twamley, E.W., Depp, C. …

JMIR Formative Research 6(5) 2022年2月3日
Automated Analysis of Drawing Process for Detecting Prodromal and Clinical Dementia.

Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

IEEE International Conference on Digital Health(ICDH) 1-6 2022年
Can AI make people happy? The effect of AI-based chatbot on smile and speech in Parkinson's disease

Ogawa, M., Oyama, G., Morito, K., Kobayashi, M., Yamada, Y., Shinkawa, K., Kamo, H., Hatano, T., Hattori, N.

Parkinsonism and Related Disorders 99 2022年
Automated Early Detection of Alzheimer's Disease by Capturing Impairments in Multiple Cognitive Domains with Multiple Drawing Tasks

Kobayashi, M., Yamada, Y., Shinkawa, K., Nemoto, M., Nemoto, K., Arai, T.

Journal of Alzheimer's Disease 88(3) 2022年
Structural Cerebral Network Differences in Prodromal Alzheimer’s Disease and Prodromal Dementia with Lewy Bodies

Miho Ota, Kiyotaka Nemoto, Miyuki Nemoto, Yuriko Numata, Ayako Kitabatake, Yasunori Yamada, Kaoru Shinkawa, Masatomo Kobayashi, Tetsuaki Arai

Dementia and Geriatric Cognitive Disorders 2022年
Using Speech Data From Interactions With a Voice Assistant to Predict the Risk of Future Accidents for Older Drivers: Prospective Cohort Study

Yasunori Yamada, Kaoru Shinkawa, Masatomo Kobayashi, Hironobu Takagi, Miyuki Nemoto, Kiyotaka Nemoto, Tetsuaki Arai

Journal of Medical Internet Research 23(4) 2021年4月8日
Tablet-Based Automatic Assessment for Early Detection of Alzheimer's Disease Using Speech Responses to Daily Life Questions

Yasunori Yamada, Kaoru Shinkawa, Masatomo Kobayashi, Masafumi Nishimura, Miyuki Nemoto, Eriko Tsukada, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

Frontiers in Digital Health 3 653904-653904 2021年3月17日査読有り
A Study for Detecting Mild Cognitive Impairment by Analyzing Conversations with Humanoid Robots.

Kenta Yoshii, Masafumi Nishimura, Daiki Kimura, Akihiro Kosugi, Kaoru Shinkawa, Toshiro Takase, Masatomo Kobayashi, Yasunori Yamada, Miyuki Nemoto, Ryohei Watanabe …

3rd IEEE Global Conference on Life Sciences and Technologies(LifeTech) 347-350 2021年
Combining Multimodal Behavioral Data of Gait, Speech, and Drawing for Classification of Alzheimer's Disease and Mild Cognitive Impairment

Yamada, Y., Shinkawa, K., Kobayashi, M., Caggiano, V., Nemoto, M., Nemoto, K., Arai, T., K{\"o}nig, A.

Journal of Alzheimer's Disease 84(1) 2021年
Predicting future accident risks of older drivers by speech data from a voice-based dialogue system: A preliminary result

Yamada, Y., Shinkawa, K., Kosugi, A., Kobayashi, M., Takagi, H., Nemoto, M., Nemoto, K., Arai, T.

Advances in Intelligent Systems and Computing 1208 AISC 131-137 2020年
Effects of Age-Related Cognitive Decline on Elderly User Interactions with Voice-Based Dialogue Systems

Kobayashi, M., Kosugi, A., Takagi, H., Nemoto, M., Nemoto, K., Arai, T., Yamada, Y.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11749 LNCS 53-74 2019年
Using Tablet-Based Assessment to Characterize Speech for Individuals with Dementia and Mild Cognitive Impairment: Preliminary Results.

Aidan O Hall, Kaoru Shinkawa, Akihiro Kosugi, Toshiro Takase, Masatomo Kobayashi, Masafumi Nishimura, Miyuki Nemoto, Ryohei Watanabe, Eriko Tsukada, Miho Ota …

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science 2019 34-43 2019年査読有り
Monitoring daily physical conditions of older adults using acoustic features: A preliminary result

Yamada, Y., Shinkawa, K., Takase, T., Kosugi, A., Fukuda, K., Kobayashi, M.

Studies in Health Technology and Informatics 247 301-305 2018年
Detecting mental fatigue from eye-tracking data gathered while watching video: Evaluation in younger and older adults

Yamada, Y., Kobayashi, M.

Artificial Intelligence in Medicine 91 39-48 2018年
Evaluating speech-based question-answer interactions for elder-care services

Takagi, H., Ohno, M., Kobayashi, M., Nakada, T.

IBM Journal of Research and Development 62(1) 6-10 2018年

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