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 D Inaguma, A Kitagawa, R Yanagiya, A Koseki, T Iwamori, M Kudo, ... PLoS One 15 (9), e0239262, 2020 | 20 | 2020 |
Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data S Roy, I Kiral, M Mirmomeni, T Mummert, A Braz, J Tsay, J Tang, U Asif, ... EBioMedicine 66, 2021 | 18 | 2021 |
Deep convolutional neural network-based algorithm for muscle biopsy diagnosis Y Kabeya, M Okubo, S Yonezawa, H Nakano, M Inoue, M Ogasawara, ... Laboratory Investigation 102 (3), 220-226, 2022 | 12 | 2022 |
Development of a machine learning-based prediction model for extremely rapid decline in estimated glomerular filtration rate in patients with chronic kidney disease: a … D Inaguma, H Hayashi, R Yanagiya, A Koseki, T Iwamori, M Kudo, ... BMJ open 12 (6), e058833, 2022 | 8 | 2022 |
Evaluation of combined artificial intelligence and neurologist assessment to annotate scalp electroencephalography data S Roy, I Kiral-Kornek, M Mirmomeni, T Mummert, A Braz, J Tsai, J Tang, ... EBioMedicine 66, 103275, 2021 | 6 | 2021 |
Time-window based attention long short-term memory network of deep learning T Iwamori, A Koseki, H Yanagisawa, T Katsuki US Patent App. 16/926,741, 2022 | 4 | 2022 |
Cumulative stay-time representation for electronic health records in medical event time prediction T Katsuki, K Miyaguchi, A Koseki, T Iwamori, R Yanagiya, A Suzuki arXiv preprint arXiv:2204.13451, 2022 | 3 | 2022 |
Feature-separated neural network processing of tabular data T Iwamori, A Koseki US Patent App. 16/669,641, 2021 | 3 | 2021 |
The Deep Learning Epilepsy Detection Challenge: design, implementation, and test of a new crowd-sourced AI challenge ecosystem I Kiral, S Roy, T Mummert, A Braz, J Tsay, J Tang, U Asif, T Schaffter, ... Challenges in Machine Learning Competitions for All (CiML) 1 (1), 2019 | 3 | 2019 |
Time-aligned reconstruction recurrent neural network for multi-variate time-series T Iwamori, A Koseki, H Yanagisawa, T Katsuki US Patent App. 17/223,183, 2022 | 2 | 2022 |
Variational inference for discriminative learning with generative modeling of feature incompletion K Miyaguchi, T Katsuki, A Koseki, T Iwamori International Conference on Learning Representations, 2022 | 2 | 2022 |
Physician-level aggregated classifier for genetic muscle disorders Y Kabeya, T Iwamori, S Yonezawa, Y Takeuchi, H Nakano, Y Nagisa, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 2 | 2019 |
Interpretable Stratification for Chronic Kidney Disease Progression Based on Time to Event Analysis M Ghalwash, A Koseki, T Iwamori, M Kudo, P Meyer AMIA Summits on Translational Science Proceedings 2023, 244, 2023 | 1 | 2023 |
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 N Okamoto, D Inaguma, H Hayashi, A Koseki, T Iwamori, M Kudo, ... Clinical and Experimental Nephrology 26 (7), 678-687, 2022 | 1 | 2022 |
Epileptic seizure detection with eeg preprocessing H Yanagisawa, T Iwamori US Patent App. 16/670,177, 2021 | 1 | 2021 |
A deep convolutional neural network-based algorithm for muscle biopsy diagnosis outperforms human specialists Y Kabeya, M Okubo, S Yonezawa, H Nakano, M Inoue, M Ogasawara, ... medRxiv, 2020.12. 15.20248231, 2020 | 1 | 2020 |
O. 37AI-based muscle histopathologist can differentiate major muscular dystrophies better than human Y Kabeya, T Iwamori, S Yonezawa, Y Takeuchi, H Nakano, Y Nagisa, ... Neuromuscular Disorders 29, S126-S127, 2019 | 1 | 2019 |
Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model T Iwamori, V Anand, J Bettencourt-Silva, MM Danziger, U Kartoun, ... Conference on Intelligent Systems for Molecular Biology, 2024 | | 2024 |
Variational method of maximizing conditional evidence for latent variable models K Miyaguchi, T Katsuki, A Koseki, T Iwamori US Patent App. 17/942,454, 2024 | | 2024 |
Training a neural network prediction model for survival analysis H Yanagisawa, T Iwamori, A Koseki, M Kudo US Patent App. 17/887,349, 2024 | | 2024 |