Koji Fujimoto

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 14

Top Topics

Convolutional Neural Network

Image Generation

Automatic Segmentation

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Comput. Biol. Medicine

Publications

Hidetoshi Matsuo, Mizuho Nishio, Takaaki Matsunaga, Koji Fujimoto, Takamichi Murakami
Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging. CoRR (2024)
Maina Sogabe, Kaoru Ishikawa, Toshihiro Takamatsu, Koh Takeuchi, Takahiro Kanno, Koji Fujimoto, Tetsuro Miyazaki, Toshihiro Kawase, Toshihiko Sato, Kenji Kawashima
Bleeding alert map (BAM): The identification method of the bleeding source in real organs using datasets made on mimicking organs. Array 19 (2023)
Sanghwan Kim, Farhad Nooralahzadeh, Morteza Rohanian, Koji Fujimoto, Mizuho Nishio, Ryo Sakamoto, Fabio Rinaldi, Michael Krauthammer
Boosting Radiology Report Generation by Infusing Comparison Prior. CoRR (2023)
Sanghwan Kim, Farhad Nooralahzadeh, Morteza Rohanian, Koji Fujimoto, Mizuho Nishio, Ryo Sakamoto, Fabio Rinaldi, Michael Krauthammer
Boosting Radiology Report Generation by Infusing Comparison Prior. BioNLP@ACL (2023)
Amos Calamida, Farhad Nooralahzadeh, Morteza Rohanian, Koji Fujimoto, Mizuho Nishio, Michael Krauthammer
Radiology-Aware Model-Based Evaluation Metric for Report Generation. CoRR (2023)
Mizuho Nishio, Koji Fujimoto, Hidetoshi Matsuo, Chisako Muramatsu, Ryo Sakamoto, Hiroshi Fujita
Lung Cancer Segmentation With Transfer Learning: Usefulness of a Pretrained Model Constructed From an Artificial Dataset Generated Using a Generative Adversarial Network. Frontiers Artif. Intell. 4 (2021)
Farhad Nooralahzadeh, Nicolas Perez Gonzalez, Thomas Frauenfelder, Koji Fujimoto, Michael Krauthammer
Progressive Transformer-Based Generation of Radiology Reports. EMNLP (Findings) (2021)
Mizuho Nishio, Koji Fujimoto, Kaori Togashi
Lung segmentation on chest X-ray images in patients with severe abnormal findings using deep learning. Int. J. Imaging Syst. Technol. 31 (2) (2021)
Farhad Nooralahzadeh, Nicolas Perez Gonzalez, Thomas Frauenfelder, Koji Fujimoto, Michael Krauthammer
Progressive Transformer-Based Generation of Radiology Reports. CoRR (2021)
Nanako Kubota, Yufu Kasahara, Ken Harada, Koji Fujimoto, Tomohisa Okada, Masato Inoue
Prior ensemble learning. Int. J. Comput. Assist. Radiol. Surg. 16 (11) (2021)
Mizuho Nishio, Chisako Muramatsu, Shunjiro Noguchi, Hirotsugu Nakai, Koji Fujimoto, Ryo Sakamoto, Hiroshi Fujita
Attribute-guided image generation of three-dimensional computed tomography images of lung nodules using a generative adversarial network. Comput. Biol. Medicine 126 (2020)
Yasuhisa Kurata, Mizuho Nishio, Aki Kido, Koji Fujimoto, Masahiro Yakami, Hiroyoshi Isoda, Kaori Togashi
Automatic segmentation of the uterus on MRI using a convolutional neural network. Comput. Biol. Medicine 114 (2019)
Mizuho Nishio, Koji Fujimoto, Kaori Togashi
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning. CoRR (2019)
Masami Kawagishi, Bin Chen, Daisuke Furukawa, Hiroyuki Sekiguchi, Koji Sakai, Takeshi Kubo, Masahiro Yakami, Koji Fujimoto, Ryo Sakamoto, Yutaka Emoto, Gakuto Aoyama, Yoshio Iizuka, Keita Nakagomi, Hiroyuki Yamamoto, Kaori Togashi
A study of computer-aided diagnosis for pulmonary nodule: comparison between classification accuracies using calculated image features and imaging findings annotated by radiologists. Int. J. Comput. Assist. Radiol. Surg. 12 (5) (2017)
Takayuki Ohba, Young-Suk Kim, Yoriko Mizushima, Nobuhide Maeda, Koji Fujimoto, Shoichi Kodama
Review of wafer-level three-dimensional integration (3DI) using bumpless interconnects for tera-scale generation. IEICE Electron. Express 12 (7) (2015)
Yoriko Mizushima, Young-Suk Kim, Tomoji Nakamura, Shoichi Kodama, Nobuhide Maeda, Koji Fujimoto, Takayuki Ohba
Impact of Thermomechanical Stresses on Ultra-thin Si Stacked Structure. 3DIC (2014)
Keita Nakagomi, Akinobu Shimizu, Hidefumi Kobatake, Masahiro Yakami, Koji Fujimoto, Kaori Togashi
Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume. Medical Image Anal. 17 (1) (2013)
Rieko Tsuji, Yoshinori Nemoto, Wimvipa Luangpiensamut, Yuji Abe, Takeshi Kimura, Kanako Komiya, Koji Fujimoto, Yoshiyuki Kotani
The Transliteration from Alphabet Queries to Japanese Product Names. PACLIC (2012)
Kanako Komiya, Haixia Hou, Kazutomo Shibahara, Koji Fujimoto, Yoshiyuki Kotani
Chinese Morphological Analysis Using Morpheme and Character Features. PRICAI (2012)
Tomoji Nakamura, Hideki Kitada, Yoriko Mizushima, Nobuhide Maeda, Koji Fujimoto, Takayuki Ohba
Comparative study of side-wall roughness effects on leakage currents in through-silicon via interconnects. 3DIC (2011)
Kanako Komiya, Naoto Sato, Koji Fujimoto, Yoshiyuki Kotani
Negation Naive Bayes for Categorization of Product Pages on the Web. RANLP (2011)
Koji Fujimoto, Kazuhiro Fujita, Yasuo Yoshida
Restoration from multiframe blurred images based on stochastic image models. Systems and Computers in Japan 31 (9) (2000)
Koji Fujimoto, Nobuo Inui, Yoshiyuki Kotani
Learning Parameters with Nested Joint Probability Model. Applied Informatics (1999)
Koji Fujimoto, Nobuo Inui, Yoshiyuki Kotani
Nested Joint Probability Model for Morphological Analysis and its Grid Pruning. AAAI/IAAI (1998)