Michiharu Kudo

Title

STSM, Senior Manager of Accelerated Discovery

Bio

Dr. Michiharu Kudo is a Senior Technical Staff Member and Senior Manager of Accelerated Discovery department at IBM Research - Tokyo. He has been leading and managing healthcare and life science related AI research projects for years. He has also been working with industry leaders of healthcare, life science, and insurance domains to innovate industries.

His research area is on the development of machine learning and AI technologies to create disease progression prediction models from real world data such as electronic medical records and insurance claim data. He has published many research papers on disease progression prediction technology for Type 2 Diabetes Mellitus, chronic kidney diseases, and clinical nutrition management. He received a Ph.D. degree from University of Tokyo in 2002. He is ACM Senior Member.

Publications

Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model
- - Toshiya Iwamori
  - Vibha Anand
  - et al.
- 2024
- ISMB 2024
Cross Dataset Verification of Cell Type Annotation using a Transcriptomic Biomedical Foundation Model: Inflammatory Bowel Disease Use Case
- - Akihiro Kosugi
  - Vibha Anand
  - et al.
- 2024
- ISMB 2024
Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- - Tanwi Biswas
  - Akira Koseki
  - et al.
- 2024
- ISMB 2024
DPM360: New Additions to Advanced Disease Progression Modeling
- - Akira Koseki
  - Italo Buleje
  - et al.
- 2022
- OHDSI Collaborator Showcase 2022
Cross-Border Transmissions of the Delta Substrain AY.29 During Tokyo Olympic and Paralympic Games
- - Takahiko Koyama
  - Reitaro Tokumasu
  - et al.
- 2022
- Frontiers in Microbiology
Development of a machine learning-based prediction model for extremely rapid decline in estimated glomerular filtration rate in patients with chronic kidney disease: a retrospective cohort study using a large data set from a hospital in Japan
- - Daijo Inaguma
  - Hiroki Hayashi
  - et al.
- 2022
- BMJ Open
Evasion of vaccine-induced humoral immunity by emerging sub-variants of SARS-CoV-2
- - Takahiko Koyama
  - Kei Miyakawa
  - et al.
- 2022
- Future Microbiology
Prescription rate of erythropoietin-stimulating agents is low for patients with renal impairment under non-nephrology care in a tertiary-level academic medical center in Japan
- - Naoki Okamoto
  - Daijo Inaguma
  - et al.
- 2022
- Clinical and Experimental Nephrology
Molecular and Epidemiological Characterization of Emerging Immune-Escape Variants of SARS-CoV-2
- - Kei Miyakawa
  - Sundararaj Stanleyraj Jeremiah
  - et al.
- 2022
- Frontiers in Medicine
A Comparative Time-to-Event Analysis Across Health Systems
- - Mohamed Ghalwash
  - Prithwish Chakraborty
  - et al.
- 2021
- AMIA Annual Symposium 2021

Patents

- 26 Dec 2016
- US
- 9529690
Anomaly Detection System, Anomaly Detection Method. And Program For The Same
- 14 Nov 2016
- US
- 9495553
Providing Path-level Access Control For Structured Documents Stored In A Database
- 07 Jun 2016
- US
- 9360855
Anomaly Detection System For Detecting Anomaly In Multiple Control Systems
- 26 May 2016
- SG
- 194695
%mirai-ep%-#4 Proactive Attack Predication Scheme For Data Collection And Analysis Platform
- 12 Apr 2016
- CN
- ZL201280015056.3
%mirai-ep% Real/recorded Data Switching For Improving Availability According To Anomaly Detection
- 20 Jan 2016
- CN
- ZL201280021512.5
%mirai-ep%-#4 Proactive Attack Predication Scheme For Data Collection And Analysis Platform
- 05 Jun 2015
- JP
- 5754704
%mirai-ep% System Controlling Communication Among Multiple Industrial Control Systems
- 03 Jun 2015
- CN
- ZL201210116008.5
%mirai-ep% Graceful Disconnection Based On Re-routing And Multi-level Actions
- 01 Jun 2015
- US
- 9044855
Processing Context Information
- 19 Feb 2015
- JP
- 5698614
Context Information Processing System And Method

Top collaborators

Michiharu Kudo

Title

Bio

Publications

Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model

Cross Dataset Verification of Cell Type Annotation using a Transcriptomic Biomedical Foundation Model: Inflammatory Bowel Disease Use Case

Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies

DPM360: New Additions to Advanced Disease Progression Modeling

Cross-Border Transmissions of the Delta Substrain AY.29 During Tokyo Olympic and Paralympic Games

Development of a machine learning-based prediction model for extremely rapid decline in estimated glomerular filtration rate in patients with chronic kidney disease: a retrospective cohort study using a large data set from a hospital in Japan

Evasion of vaccine-induced humoral immunity by emerging sub-variants of SARS-CoV-2

Prescription rate of erythropoietin-stimulating agents is low for patients with renal impairment under non-nephrology care in a tertiary-level academic medical center in Japan

Molecular and Epidemiological Characterization of Emerging Immune-Escape Variants of SARS-CoV-2

A Comparative Time-to-Event Analysis Across Health Systems

Patents

Anomaly Detection System, Anomaly Detection Method. And Program For The Same

Providing Path-level Access Control For Structured Documents Stored In A Database

Anomaly Detection System For Detecting Anomaly In Multiple Control Systems

%mirai-ep%-#4 Proactive Attack Predication Scheme For Data Collection And Analysis Platform

%mirai-ep% Real/recorded Data Switching For Improving Availability According To Anomaly Detection

%mirai-ep%-#4 Proactive Attack Predication Scheme For Data Collection And Analysis Platform

%mirai-ep% System Controlling Communication Among Multiple Industrial Control Systems

%mirai-ep% Graceful Disconnection Based On Re-routing And Multi-level Actions

Processing Context Information

Context Information Processing System And Method

Top collaborators

Akira Koseki

Toshiya Iwamori

Ching-Huei Tsou

Joao Bettencourt