日本学術振興会   研究員

2000年1月 - 2001年7月

理化学研究所   バイオミメティックコントロールセンター   研究員

1999年4月 - 1999年12月

Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning 招待有り 査読有り

Patterns     2023年12月

Multimodal gated mixture of experts using whole slide image and flow cytometry for multiple instance learning classification of lymphoma 査読有り

Noriaki Hashimoto, Hiroyuki Hanada, Hiroaki Miyoshi, Miharu Nagaishi, Kensaku Sato, Hidekata Hontani, Koichi Ohshima, Ichiro Takeuchi.

Journal of Pathology Informatics     2023年12月

Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications 査読有り

Hanada H., Hashimoto N., Taji K. and Takeuchi I.

Neural Computation     2023年11月

Deep learning based identification of pituitary adenoma on surgical endoscopic images: a pilot study 招待有り 査読有り

Neurosurgical Review     2023年11月

Drawing A Materials Map with An Autoencoder for Lithium Ionic Conductors 査読有り

Yamaguchi Y., Atsumi T., Kanamori K., Tanibata N., Takeda H., Nakayama M., Karasuyma M., Takeuchi I.

Scientific Reports     2023年11月

Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer Subtyping 査読有り

Butke J., Hashimoto N., Takeuchi I., Miyoshi H., Oshima K., Sakuma J.

Machine Learning in Medical Imaging (MLMI)     2023年10月

Valid P-Value for Deep Learning-driven Salient Region 査読有り

Miwa D., Duy V.N.L., Takeuchi I.

Proceedings of The International Conference on Learning Representation (ICLR)     2023年5月

A Stopping Criterion for Bayesian Optimization by The Gap of Expected Minimum Simple Regrets 査読有り

Ishibashi H., Karasuyama M., Takeuchi I., Hino H.

Proceedings of The International Conference on AI and Statistics (AISTATS)     2023年4月

Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning 査読有り

Hashimoto N., Takagi Y., Masuda H., Miyoshi H., Kohno K., Nagaishi M., Sato K., Takeuchi M., Furuta T., Kawamoto K., Yamada K., Moritsubo M., Inoue K., Shimasaki Y., Ogura Y., Imamoto T., Mishina T., Tanaka K., Kawaguchi Y., Nakamura S., Ohshima K., Hontani H., Takeuchi I.

Medical Image Analysis     2023年4月

Novel Machine Learning Method AllerStat Identifies Statistically Significant Allergen-Specific Patterns in Protein Sequences 査読有り

Goto K., Tamehiro N., Yoshida T., Hanada H., Sakuma T., Adachi R., Kondo K., Takeuchi I.

Journal of Biological Chemistry     2023年4月

Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe Screening 査読有り

Kato H., Hanada H., Takeuchi I.

IEEE Transactions on Pattern Analysis and Machine Intelligence     2023年2月

Multi-objective Bayesian Optimization with Active Preference Learning 査読有り

Ozaki R., Ishikawa K., Kanzaki Y., Takeno S., Takeuchi I., Karasuyama M.

Proceedings of AAAI Conference on Artificial Intelligence (AAAI)     2023年2月

Graph neural network for identification of malignant lymphoma subtypes and class activation visualization of cell tissue anomality 査読有り

Tanaka H., Hashimoto N., Yokota T., Kugler M., Ohshima K., Miyoshi H., Nagaishi M., Takeuchi I., Hontani H.

Proceedings of The International Forum on Medical Imaging in Asia (IFMIA)     2023年1月

Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records 査読有り

Takagi Y., Hashimoto N., Masuda H., Miyoshi H., Ohshima K., Hontani H., Takeuchi I.

Journal of Pathology Informatics     2023年1月

Generation of Counterfactual Images to Construct Criteria for Quantitatively Evaluating Subtypes in Malignant Lymphoma 査読有り

Koga R., Kugler M., Yokota T., Ohshima K., Miyoshi H., Nagaishi M., Hashimoto N., Takeuchi I., Hontani H.

Proceedings of The International Forum on Medical Imaging in Asia (IFMIA)     2023年1月

Construction of Classifier for malignant lymphoma nuclei using label propagation 査読有り

Koide S., Kugler M., Yokota T., Ohshima K., Miyoshi H., Nagaishi M., Hashimoto N., Takeuchi I., Hontani H.

Proceedings of The International Forum on Medical Imaging in Asia (IFMIA)     2023年1月

Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference 査読有り

Proceedings of 36th Conference on Neural Information Processing Systems (NeurIPS)     2022年12月

Bayesian Optimization for Cascade-Type Multistage Processes. 査読有り

Kusakawa S, Takeno S, Inatsu Y, Kutsukake K, Iwazaki S, Nakano T, Ujihara T, Karasuyama M, Takeuchi I

Neural Computation     2022年11月

More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming 査読有り

Duy V.N.L., Takeuchi I.

Journal of Machine Learning Research     2022年11月

Root-finding Approaches for Computing Conformal Prediction Set 査読有り 国際共著

Ndiaye E., Takeuchi I.

Machine Learning     2022年11月

SMG6 Regulates DNA Damage and Cell Survival in Hippo Pathway Kinase LATS2-Inactivated Malignant Mesothelioma 査読有り

Suzuki K., Tange M., Yamaguchi R., Hanada H., Mukai S., Sato T., Tanaka T., Akashi T., Kadomatsu K., Miida T., Takeuchi I., Sekido Y., Murakami-Tonami Y.

Cell Death Discovery     2022年11月

Bayesian optimisation with transfer learning for NASICON-type solid electrolytes for all-solid-state Li-metal batteries 査読有り

Takeno Shion, Fukuoka Hitoshi, Tsukada Yuhki, Koyama Toshiyuki, Shiga Motoki, Takeuchi Ichiro, Karasuyama Masayuki

RSC Advances     2022年10月

Pelagic seabirds reduce risk by flying into the eye of the storm 査読有り 国際共著

Lempidakis E., Shepard E.L.C, Ross A.N., Matsumoto S., Koyama S., Takeuchi I., Yoda K.

Proceedings of National Academy of Science (PNAS)     2022年10月

Na Superionic Conductor-Type LiZr2(PO4)3 as a Promising Solid Electrolyte for Use in All-Solid-State Li Metal Batteries 査読有り

Nakayama M., Nakano K., Harada M., Tanibata N., Takeda H., Noda Y., Kobayashi R., Karasuyama M., Takeuchi I., Kotobuki M.

Chemical Communications     2022年9月

A Generalized Framework of Multi-fidelity Max-value Entropy Search through Joint Entropy 査読有り

Takeno S., Fukuoka H., Tsukada Y., Koyama T., Shiga M., Takeuchi I., Karasuyama M.

Neural Computation     2022年9月

Conditional selective inference for robust regression and outlier detection using piecewise-linear homotopy continuation 査読有り

Tsukurimichi Toshiaki, Inatsu Yu, Vo Nguyen Le Duy, Takeuchi Ichiro

Annals of The Institute of Statistical Mathematics     2022年8月

Bayesian Optimization for Distributionally Robust Chance-constrained Problem 査読有り

Duy V.N.L., Iwazaki S., Takeuchi I.

Proceedings of 36th Conference on Neural Information Processing Systems (NeurIPS2022)     2022年7月

Exact statistical inference for the Wasserstein distance by selective inference Selective Inference for the Wasserstein Distance 査読有り

Le Duy Vo Nguyen, Takeuchi Ichiro

Annals of The Institute of Statistical Mathematics     2022年6月

Short chain fatty acids-producing and mucin-degrading intestinal bacteria predict the progression of early Parkinson's disease 査読有り

Ohno K., Nishiwaki H., Ito M., Hamaguchi T., Maeda T., Kashihara K., Tsuboi Y., Ueyama J., Yoshida T., Hanada H., Takeuchi I., Katsuno M., hirayama M.

npj Parkinson's Disease     2022年6月

Chemical Composition Data-Driven Machine-Learning Prediction for Phase Stability and Materials Properties of Inorganic Crystalline Solids 査読有り

Atsumi T., Sato K., Yamaguchi Y., Hamaie M., Yasuda R., Tanibata N., Takeda H., Nakayama M., Karasuyama M., Takeuchi I.

Physica Status Solidi (B) Basic Research     2022年2月

Subtype classification of malignant lymphoma using immunohistochemical staining pattern 査読有り

Hashimoto Noriaki, Ko Kaho, Yokota Tatsuya, Kohno Kei, Nakaguro Masato, Nakamura Shigeo, Takeuchi Ichiro, Hontani Hidekata

International Journal of Computer Assisted Radiology and Surgery     2022年2月

Fast and More Powerful Selective Inference for Sparse High-order Interaction Model 査読有り

Proceedings of AAAI Conference on Artificial Intelligence (AAAI)     2022年2月

AIとオペレータの『意味』を介したコミュニケーションによる結晶成長技術開発

2020年4月 - 現在

新エネルギー・産業技術総合開発機構 (NEDO)