A mobile application using automatic speech analysis for classifying Alzheimer’s disease and mild cognitive impairment
- 2023
- Computer Speech and Language
Kaoru Shinkawa
Overview
Title
Digital Health, Healthcare Research, TRL
Location
IBM Research - Tokyo
Tokyo, Japan
Bio
Kaoru Shinkawa is a senior research scientist in Digital Health group, IBM Research, Tokyo. Her research interests include speech and language analysis to detect the speech and language changes across the spectrum of normal aging and the people with neurodegenerative diseases.
She received Master of Engineering from Nara Institute of Science and Technology, in the Computational Linguistics lab.
Publications
Structural Cerebral Network Differences in Prodromal Alzheimer’s Disease and Prodromal Dementia with Lewy Bodies
- Miho Ota
- Kiyotaka Nemoto
- et al.
- 2022
- Dement Geriatr Cogn Disord
Speech and language characteristics differentiate Alzheimer's disease and dementia with Lewy bodies
- 2022
- DADM
Automated Analysis of Drawing Process to Estimate Global Cognition in Older Adults: Preliminary International Validation on the US and Japan Data Sets
- 2022
- JMIR Formative Research
Can AI make people happy? The effect of AI-based chatbot on smile and speech in Parkinson's disease
- Mayuko Ogawa
- Genko Oyama
- et al.
- 2022
- Parkinsonism and Related Disorders
Tablet-Based Automatic Assessment for Early Detection of Alzheimer's Disease Using Speech Responses to Daily Life Questions
- 2021
- Frontiers in Digital Health
Predicting Future Accident Risks of Older Drivers by Speech Data from a Voice-Based Dialogue System: A Preliminary Result
- 2020
- AHFE 2020
Patents
Word Repetition In Separate Conversations For Detecting A Sign Of Cognitive Decline
- 31 May 2021
- US
- 11024329
Selecting Menu For An Object In A Graphical User Interface (gui) Environment
- 21 Jan 2019
- US
- 10185466
A Method For Efficient Generation Of Video Captioning From Multiple Inputs
- 19 Apr 2018
- JP
- 6323828
Database Access Using Partitioned Data Areas
- 07 Oct 2014
- US
- 8856183
Test Support System, Method And Computer Program Product, Which Optimize Test Scenarios To Minimize Total Test Time
- 11 Nov 2013
- US
- 8584095
Improved User Interface In Gui Menu Selection For A Gui Object
- 11 Jul 2013
- JP
- 5315415
A Method For Efficient Search On Xml Db Based On Range Partitioning
- 24 Apr 2013
- CN
- ZL200910211084.2
Test Support Device, Testing Device, Test Support Method And Computer Program, Which Optimize Test Scenarios To Minimize Total Test Time
- 05 Oct 2012
- JP
- 5102823
A Method For Efficient Search On Xml Db Based On Range Partitioning
- 15 Feb 2012
- KR
- 1119290
A Method For Efficient Search On Xml Db Based On Range Partitioning
- 24 Feb 2011
- JP
- 4688111
Blog posts
Daily chats with AI could help spot early signs of Alzheimer’s
ResearchMasatomo Kobayashi, Kaoru Shinkawa, and Yasunori Yamada3 minute read
Top collaborators
YY
Yasunori Yamada
Senior Research Scientist & Technical Lead for Digital Health, IBM Research - Tokyo.
MK
Masatomo Kobayashi
Senior Research Scientist, Digital Health
HK
Ho-Cheol Kim
Program Director - Academic Research Programs, Senior Research Scientist
AK
Akihiro Kosugi
Advisory Software Engineer