Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion
- Kohei Miyaguchi
- Takayuki Katsuki
- et al.
- 2022
- ICLR 2022
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9 results for Toshiya Iwamori
Increasing tendency of urine protein is a risk factor for rapid EGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
- Daijo Inaguma
- Akimitsu Kitagawa
- et al.
- 2020
- PLoS ONE
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction
- Takayuki Katsuki
- Kohei Miyaguchi
- et al.
- 2022
- IJCAI 2022
Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model
- 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
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
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
Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data
- Subhrajit Roy
- Isabell Kiral
- et al.
- 2021
- EBioMedicine