フォロー
Toshiya Iwamori
Toshiya Iwamori
確認したメール アドレス: jp.ibm.com
タイトル
引用先
引用先
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
162020
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
152021
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
112022
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
62022
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
52021
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
32022
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
32019
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
22022
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
22022
Variational inference for discriminative learning with generative modeling of feature incompletion
K Miyaguchi, T Katsuki, A Koseki, T Iwamori
International Conference on Learning Representations, 2021
22021
Feature-separated neural network processing of tabular data
T Iwamori, A Koseki
US Patent App. 16/669,641, 2021
22021
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
22019
Epileptic seizure detection with eeg preprocessing
H Yanagisawa, T Iwamori
US Patent App. 16/670,177, 2021
12021
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
12020
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
12019
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
Training a neural network to achieve average calibration
H Yanagisawa, T Iwamori, A Koseki, M Kudo
US Patent App. 17/738,268, 2023
2023
Neural ode for irregularly-sampled time series
T Iwamori, H Yanagisawa, A Koseki, T Katsuki
US Patent App. 17/482,658, 2023
2023
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
2023
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