論文・学会発表

PFN所属研究者、インターン生やパートタイム・エンジニア学生が著者に含まれる国内外会議・ジャーナル発表論文を掲載しています。共同研究による成果も含みます。

arXiv preprint

Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics

By : Kenta Oono, Nontawat Charoenphakdee, Kotatsu Bito, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda, Kunihiko Miyoshi, Yuki Saito, Koki Tsuda, Hiroshi Maruyama, Kohei Hayashi

PLOS Digital Health

Creating a general-purpose generative model for healthcare data based on multiple clinical studies

バイオインフォマティクス／ヘルスケア

By : Hiroshi Maruyama, Kotatsu Bito, Yuki Saito, Masanobu Hibi, Shun Katada, Aya Kawakami, Kenta Oono, Nontawat Charoenphakdee, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda

Scientific Reports

Development of an AI-based Magnetic Resonance Imaging Reading Support Program (AMP) for Deep Endometriosis Diagnosis

バイオインフォマティクス／ヘルスケアコンピュータビジョン

By : Rie Shiokawa, Junichiro Iwasawa, Yumiko Oishi Tanaka, Yuta Tokuoka, Yohei Sugawara, Yuichiro Hirano, Ryo Takaji, Yayoi Hayakawa, Keita Oda, Yasunori Kudo, Miho Li, Kazue Mizuno, Kazuhisa Ozeki, Ayako Nishimoto-Kakiuch, Kimio Terao

The Second Workshop on GenAI for Health @ NeurIPS2025

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

バイオインフォマティクス／ヘルスケア

By : Wataru Kawakami, Keita Suzuki, Junichiro Iwasawa

Lung Cancer

Machine Learning-based Exceptional Response Prediction of Nivolumab Monotherapy with Circulating MicroRNAs in Non-Small Cell Lung Cancer

バイオインフォマティクス／ヘルスケア

By : Yifan Zhang, Yasushi Goto, Shigehiro Yagishita, Yuki Shinno, Kazue Mizuno, Naoaki Watanabe, Yusuke Yamamoto, Nobuyuki Ota, Takahiro Ochiya, Yu Fujita

NeurIPS2024 AIM-FM workshop

Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

バイオインフォマティクス／ヘルスケア

By : Yuto Shibata, Yasunori Kudo, Yohei Sugawara

論文・学会発表

Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics

Creating a general-purpose generative model for healthcare data based on multiple clinical studies

Development of an AI-based Magnetic Resonance Imaging Reading Support Program (AMP) for Deep Endometriosis Diagnosis

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

Machine Learning-based Exceptional Response Prediction of Nivolumab Monotherapy with Circulating MicroRNAs in Non-Small Cell Lung Cancer

Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

PFNは新しい仲間を
募集しています

PFNは新しい仲間を
募集しています

未掲載事例、プロダクト・ソリューション、研究開発についてお気軽にお問い合わせください

未掲載事例、プロダクト・ソリューション、研究開発についてお気軽にお問い合わせください

論文・学会発表

Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics

Creating a general-purpose generative model for healthcare data based on multiple clinical studies

Development of an AI-based Magnetic Resonance Imaging Reading Support Program (AMP) for Deep Endometriosis Diagnosis

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

Machine Learning-based Exceptional Response Prediction of Nivolumab Monotherapy with Circulating MicroRNAs in Non-Small Cell Lung Cancer

Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

PFNは新しい仲間を募集しています

PFNは新しい仲間を募集しています

PFNは新しい仲間を
募集しています

PFNは新しい仲間を
募集しています