Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion
- Kohei Miyaguchi
- Takayuki Katsuki
- et al.
- 2022
- ICLR 2022
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10 results for Akira Koseki
Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model
- 2024
- ISMB 2024
Cross Dataset Verification of Cell Type Annotation using a Transcriptomic Biomedical Foundation Model: Inflammatory Bowel Disease Use Case
- 2024
- ISMB 2024
Contextualizing Single-Cell Analyses: An AI Pipeline for Evidence Search from Literature and Gene Databases
- 2024
- ISMB 2024
Identifying Putative Gene Markers: A Biomedical Foundation Model-based Approach for Cell Type Annotation
- Uri Kartoun
- Akira Koseki
- 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
A Comparative Time-to-Event Analysis Across Health Systems
- Mohamed Ghalwash
- Prithwish Chakraborty
- et al.
- 2021
- AMIA Annual Symposium 2021
Prediction of heart failures for diabetics only using major longitudinal lab test results
- Akira Koseki
- Takuya Ohko
- et al.
- 2020
- ADA Scientific Sessions 2020
AI Prediction of Chronic Kidney Disease Stage Progression Combinations for Type 2 Diabetes Mellitus
- 2020
- ADA Scientific Sessions 2020