Zobrazeno 1 - 10
of 728
pro vyhledávání: '"Fujimoto, Koji"'
Background: Structured radiology reports remains underdeveloped due to labor-intensive structuring and narrative-style reporting. Deep learning, particularly large language models (LLMs) like GPT-3.5, offers promise in automating the structuring of r
Externí odkaz:
http://arxiv.org/abs/2406.06591
Autor:
Kim, Sanghwan, Nooralahzadeh, Farhad, Rohanian, Morteza, Fujimoto, Koji, Nishio, Mizuho, Sakamoto, Ryo, Rinaldi, Fabio, Krauthammer, Michael
Recent transformer-based models have made significant strides in generating radiology reports from chest X-ray images. However, a prominent challenge remains: these models often lack prior knowledge, resulting in the generation of synthetic reports t
Externí odkaz:
http://arxiv.org/abs/2305.04561
Publikováno v:
In Global Ecology and Conservation April 2024 50
Autor:
Nishio, Mizuho, Matsunaga, Takaaki, Matsuo, Hidetoshi, Nogami, Munenobu, Kurata, Yasuhisa, Fujimoto, Koji, Sugiyama, Osamu, Akashi, Toshiaki, Aoki, Shigeki, Murakami, Takamichi
Publikováno v:
In Informatics in Medicine Unlocked 2024 46
Autor:
Nooralahzadeh, Farhad, Gonzalez, Nicolas Perez, Frauenfelder, Thomas, Fujimoto, Koji, Krauthammer, Michael
Inspired by Curriculum Learning, we propose a consecutive (i.e., image-to-text-to-text) generation framework where we divide the problem of radiology report generation into two steps. Contrary to generating the full radiology report from the image at
Externí odkaz:
http://arxiv.org/abs/2102.09777
Autor:
van Riel, Max H. C., Yu, Zidan, Hodono, Shota, Xia, Ding, Chandarana, Hersh, Fujimoto, Koji, Cloos, Martijn A.
In this work, we propose a free-breathing magnetic resonance fingerprinting method that can be used to obtain $B_1^+$-robust quantitative maps of the abdomen in a clinically acceptable time. A three-dimensional MR fingerprinting sequence with a radia
Externí odkaz:
http://arxiv.org/abs/2006.02928
Autor:
Sogabe, Maina, Ishikawa, Kaoru, Takamatsu, Toshihiro, Takeuchi, Koh, Kanno, Takahiro, Fujimoto, Koji, Miyazaki, Tetsuro, Kawase, Toshihiro, Sato, Toshihiko, Kawashima, Kenji
Publikováno v:
In Array September 2023 19
Autor:
Okada, Tomohisa, Kuribayashi, Hideto, Urushibata, Yuta, Fujimoto, Koji, Akasaka, Thai, Seethamraju, Ravi Teja, Ahn, Sinyeob, Isa, Tadashi
Publikováno v:
In Heliyon July 2023 9(7)
Rationale and objectives: Several studies have evaluated the usefulness of deep learning for lung segmentation using chest x-ray (CXR) images with small- or medium-sized abnormal findings. Here, we built a database including both CXR images with seve
Externí odkaz:
http://arxiv.org/abs/1908.07704
Autor:
Saito, Takumi, Fujimoto, Koji, Uchida, Shota, Yamazaki, Daishi, Hirano, Takahiro, Sano, Isao, Ye, Bin, Kagawa, Osamu, Shariar, Mohammad Shovon, Do, Van Tu, Morii, Yuta, Prozorova, Larisa, Chiba, Satoshi
Publikováno v:
In Molecular Phylogenetics and Evolution August 2022 173