@article{CTT100776745, author = {Naomi Wakayama and Kota Toshimoto and Kazuya Maeda and Shun Hotta and Takashi Ishida and Yutaka Akiyama and Yuichi Sugiyama}, title = {In Silico Prediction of Major Clearance Pathways of Drugs among 9 Routes with Two-Step Support Vector Machines}, journal = {Pharmaceutical Research}, year = 2018, } @article{CTT100795121, author = {Wakayama N and Toshimoto K and Maeda K and Hotta S and Ishida T and Akiyama Y and Sugiyama Y.}, title = {In Silico Prediction of Major Clearance Pathways of Drugs among 9 Routes with Two-Step Support Vector Machines}, journal = {Pharmaceutical Research}, year = 2018, } @article{CTT100676726, author = {Toshimoto K and Wakayama N and Kusama M and Maeda K and Sugiyama Y and Akiyama Y}, title = {In silico prediction of major drug clearance pathways by support vector machines with feature-selected descriptors}, journal = {Drug Metabolism and Disposition}, year = 2014, } @article{CTT100622415, author = {Kusama M and Toshimoto K and Maeda K and Hirai Y and Imai S and Chiba K and Akiyama Y and Sugiyama Y}, title = {In silico classification of major clearance pathways of drugs with their physiochemical parameters.}, journal = {Drug Metabolism and Disposition}, year = 2010, } @inproceedings{CTT100715211, author = {年本広太 and 尾瀬淳 and 池田和史 and 前田和哉 and 石田貴士 and 秋山泰 and 杉山 雄一}, title = {機械学習を用いた薬物トランスポーター基質のin silico予測}, booktitle = {}, year = 2015, } @inproceedings{CTT100715212, author = {年本広太 and 尾瀬淳 and 池田和史 and 前田和哉 and 石田貴士 and 秋山泰 and 杉山雄一}, title = {機械学習を用いた薬物トランスポーター基質のin silico予測}, booktitle = {トランスポーター研究会年会抄録集}, year = 2015, } @inproceedings{CTT100715215, author = {年本 広太 and 若山 直美 and 堀田駿 and 前田 和哉 and 石田 貴士 and 秋山 泰 and 杉山 雄一}, title = {機械学習を用いた 9 つの主要な in vivo 薬物クリアランス経路の in silico 予測}, booktitle = {}, year = 2014, } @inproceedings{CTT100624985, author = {Shun Hotta and Kouta Toshimoto and Kazushi Ikeda and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {Construction of a web-based system for the prediction of major clearance pathway of drugs from their physicochemical properties}, booktitle = {}, year = 2010, } @inproceedings{CTT100624984, author = {Naomi Wakayama and Kouta Toshimoto and Shun Hotta and Kazuya Maeda and Makiko Kusama and Satashi Imai and Yutaka Akiyama}, title = {Evaluation of in silico prediction method of drug clearance pathways from simple physicochemical parameters}, booktitle = {}, year = 2010, } @inproceedings{CTT100622654, author = {堀田駿 and 年本広太 and 池田和史 and 草間真紀子 and 前田和哉 and 杉山雄一 and 秋山泰}, title = {ウェブアプリケーションによるクリアランス経路予測}, booktitle = {情報処理学会研究報告}, year = 2010, } @inproceedings{CTT100624983, author = {年本 広太 and 草間 真紀子 and 池田 和史 and 堀田 駿 and 前田 和哉 and 杉山 雄一 and 秋山 泰}, title = {SVMを用いた薬物クリアランス経路予測システムの開発―複数経路予測への拡張と外部データによる評価―}, booktitle = {}, year = 2010, } @inproceedings{CTT100593490, author = {Kazushi Ikeda and Kouta Toshimoto and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {Prediction of Drug Clearance Pathway by Boosting Algorithm}, booktitle = {Proc. BIOINFO 2009 CBI-KSBSB Joint Conference}, year = 2009, } @inproceedings{CTT100592858, author = {Kouta Toshimoto and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {In Silico Prediction System of Major Drug Clearance Pathways by Feature Selection and Support Vector Machines}, booktitle = {Proc. BIOINFO 2009 CBI-KSBSB Joint Conference}, year = 2009, } @inproceedings{CTT100593494, author = {Shun Hotta and Kouta Toshimoto and Kazushi Ikeda and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {A web-based system for clearance pathway prediction}, booktitle = {Proc. BIOINFO 2009 CBI-KSBSB Joint Conference}, year = 2009, } @inproceedings{CTT100581866, author = {池田和史 and 年本広太 and 草間真紀子 and 前田和哉 and 杉山雄一 and 秋山泰}, title = {ブースティングによる薬物クリアランス経路予測}, booktitle = {情報処理学会バイオ情報学研究会研究報告}, year = 2009, } @inproceedings{CTT100571806, author = {Kouta Toshimoto and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {Drug clearance pathways prediction system based on machine learning techniques}, booktitle = {}, year = 2008, } @inproceedings{CTT100571811, author = {Kouta Toshimoto and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {In silico prediction of major drug clearance pathways by machine learning techniques}, booktitle = {}, year = 2008, } @inproceedings{CTT100571810, author = {Kazuya Maeda and Makiko Kusama and Kouta Toshimoto and Yuka Hirai and Satoki Imai and Koji Chiba and Yutaka Akiyama and Yuichi Sugiyama}, title = {Classification of major clearance pathways of drugs based on their physicochemical parameters}, booktitle = {}, year = 2008, } @inproceedings{CTT100571729, author = {Kouta Toshimoto and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {In silico prediction of major drug clearance pathways by machine learning techniques}, booktitle = {}, year = 2008, } @inproceedings{CTT100571814, author = {Kouta Toshimoto and Makiko Kusama and Kazuya Maeda and Yuichi Sugiyama and Yutaka Akiyama}, title = {In silico prediction of major drug clearance pathways by machine learning techniques}, booktitle = {}, year = 2008, } @inproceedings{CTT100571727, author = {Makiko Kusama and Kouta Toshimoto and Kazuya Maeda and Yuka Hirai and Satoki Imai and Koji Chiba and Yutaka Akiyama and Yuichi Sugiyama}, title = {Classification of major clearance pathways of drugs based on physicochemical parameters}, booktitle = {}, year = 2008, } @inproceedings{CTT100571732, author = {Makiko Kusama and Kouta Toshimoto and Kazuya Maeda and Yuka Hirai and Satoki Imai and Koji Chiba and Yutaka Akiyama and Yuichi Sugiyama}, title = {Classification of major clearance pathways of drugs based on physicochemical parameters}, booktitle = {}, year = 2008, } @inproceedings{CTT100571738, author = {年本 広太 and 草間 真紀子 and 前田 和哉 and 杉山 雄一 and 秋山 泰}, title = {医薬品の物理化学的特性に基づいた薬物動態プロファイリング (II)}, booktitle = {}, year = 2008, } @inproceedings{CTT100571734, author = {草間 真紀子 and 平井 由香 and 前田 和哉 and 今井 覚己 and 千葉 康司 and 年本 広太 and 秋山 泰 and 杉山 雄一}, title = {医薬品の物理化学的特性に基づいた薬物動態プロファイリング (I)}, booktitle = {}, year = 2008, } @inproceedings{CTT100571756, author = {年本 広太 and 草間 真紀子 and 前田 和哉 and 杉山 雄一 and 秋山 泰}, title = {機械学習を用いた薬物のクリアランス経路予測}, booktitle = {情報処理学会 研究報告}, year = 2008, }