|Nonparametric quantile estimation|
I Takeuchi, Q Le, T Sears, A Smola
MIT Press, 2006
|Prognostic relevance of genetic alterations in diffuse lower-grade gliomas|
K Aoki, H Nakamura, H Suzuki, K Matsuo, K Kataoka, T Shimamura, ...
Neuro-oncology 20 (1), 66-77, 2018
|Genome‐wide analysis of DNA copy number alterations and gene expression in gastric cancer|
Y Tsukamoto, T Uchida, S Karnan, T Noguchi, LT Nguyen, M Tanigawa, ...
The Journal of Pathology: A Journal of the Pathological Society of Great …, 2008
|Identification of FOXO3 and PRDM1 as tumor-suppressor gene candidates in NK-cell neoplasms by genomic and functional analyses|
K Karube, M Nakagawa, S Tsuzuki, I Takeuchi, K Honma, Y Nakashima, ...
Blood, The Journal of the American Society of Hematology 118 (12), 3195-3204, 2011
|Multi-scale domain-adversarial multiple-instance CNN for cancer subtype classification with unannotated histopathological images|
N Hashimoto, D Fukushima, R Koga, Y Takagi, K Ko, K Kohno, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
|Morphology-based prediction of osteogenic differentiation potential of human mesenchymal stem cells|
F Matsuoka, I Takeuchi, H Agata, H Kagami, H Shiono, Y Kiyota, H Honda, ...
PloS one 8 (2), e55082, 2013
|Safe screening of non-support vectors in pathwise SVM computation|
K Ogawa, Y Suzuki, I Takeuchi
International conference on machine learning, 1382-1390, 2013
|Multiple incremental decremental learning of support vector machines|
M Karasuyama, I Takeuchi
IEEE Transactions on Neural Networks 21 (7), 1048-1059, 2010
|Chromatin regulator PRC2 is a key regulator of epigenetic plasticity in glioblastoma|
A Natsume, M Ito, K Katsushima, F Ohka, A Hatanaka, K Shinjo, S Sato, ...
Cancer research 73 (14), 4559-4570, 2013
|Multi-fidelity Bayesian optimization with max-value entropy search and its parallelization|
S Takeno, H Fukuoka, Y Tsukada, T Koyama, M Shiga, I Takeuchi, ...
International Conference on Machine Learning, 9334-9345, 2020
|Bayesian-driven first-principles calculations for accelerating exploration of fast ion conductors for rechargeable battery application|
R Jalem, K Kanamori, I Takeuchi, M Nakayama, H Yamasaki, T Saito
Scientific reports 8 (1), 5845, 2018
|Least-squares conditional density estimation|
M Sugiyama, I Takeuchi, T Suzuki, T Kanamori, H Hachiya, D Okanohara
IEICE Transactions on Information and Systems 93 (3), 583-594, 2010
|High‐resolution analysis of DNA copy number alterations and gene expression in renal clear cell carcinoma|
T Yoshimoto, K Matsuura, S Karnan, H Tagawa, C Nakada, M Tanigawa, ...
The Journal of Pathology: A Journal of the Pathological Society of Great …, 2007
|Epigenetic subclassification of meningiomas based on genome-wide DNA methylation analyses|
Y Kishida, A Natsume, Y Kondo, I Takeuchi, B An, Y Okamoto, K Shinjo, ...
Carcinogenesis 33 (2), 436-441, 2012
M Sugiyama, T Kanamori, T Suzuki, MC Du Plessis, S Liu, I Takeuchi
Neural Computation 25 (10), 2734-2775, 2013
|Array comparative genomic hybridization analysis of PTCL-U reveals a distinct subgroup with genetic alterations similar to lymphoma-type adult T-cell leukemia/lymphoma|
M Nakagawa, A Nakagawa-Oshiro, S Karnan, H Tagawa, A Utsunomiya, ...
Clinical cancer research 15 (1), 30-38, 2009
|Integrated analysis of genetic and epigenetic alterations reveals CpG island methylator phenotype associated with distinct clinical characters of lung adenocarcinoma|
K Shinjo, Y Okamoto, B An, T Yokoyama, I Takeuchi, M Fujii, H Osada, ...
Carcinogenesis 33 (7), 1277-1285, 2012
|Aberrant DNA methylation associated with aggressiveness of gastrointestinal stromal tumour|
Y Okamoto, A Sawaki, S Ito, T Nishida, T Takahashi, M Toyota, H Suzuki, ...
Gut 61 (3), 392-401, 2012
|Nonparametric conditional density estimation using piecewise-linear solution path of kernel quantile regression|
I Takeuchi, K Nomura, T Kanamori
Neural Computation 21 (2), 533-559, 2009
|Machine-learning-based selective sampling procedure for identifying the low-energy region in a potential energy surface: A case study on proton conduction in oxides|
K Toyoura, D Hirano, A Seko, M Shiga, A Kuwabara, M Karasuyama, ...
Physical Review B 93 (5), 054112, 2016