Zobrazeno 1 - 10
of 258
pro vyhledávání: '"Nishio, Mizuho"'
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:
Matsunaga, Takaaki, Kono, Atsushi, Matsuo, Hidetoshi, Kitagawa, Kaoru, Nishio, Mizuho, Hashimura, Hiromi, Izawa, Yu, Toba, Takayoshi, Ishikawa, Kazuki, Katsuki, Akie, Ohmura, Kazuyuki, Murakami, Takamichi
Rationale and Objectives: Pericardial fat (PF), the thoracic visceral fat surrounding the heart, promotes the development of coronary artery disease by inducing inflammation of the coronary arteries. For evaluating PF, this study aimed to generate pe
Externí odkaz:
http://arxiv.org/abs/2307.12316
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
Autor:
Kurata, Yasuhisa, Nishio, Mizuho, Moribata, Yusaku, Otani, Satoshi, Himoto, Yuki, Takahashi, Satoru, Kusakabe, Jiro, Okura, Ryota, Shimizu, Marina, Hidaka, Keisuke, Nishio, Naoko, Furuta, Akihiko, Kido, Aki, Masui, Kimihiko, Onishi, Hiroyuki, Segawa, Takehiko, Kobayashi, Takashi, Nakamoto, Yuji
Publikováno v:
In Heliyon 30 August 2024 10(16)
Autor:
Matsuo, Hidetoshi, Nishio, Mizuho, Nogami, Munenobu, Zeng, Feibi, Kurimoto, Takako, Kaushik, Sandeep, Wiesinger, Florian, Kono, Atsushi K, Murakami, Takamichi
Publikováno v:
Sci Rep 12, 11090 (2022)
The integrated positron emission tomography/magnetic resonance imaging (PET/MRI) scanner facilitates the simultaneous acquisition of metabolic information via PET and morphological information with high soft-tissue contrast using MRI. Although PET/MR
Externí odkaz:
http://arxiv.org/abs/2106.08557
Autor:
Matsunaga, Takaaki, Kono, Atsushi, Matsuo, Hidetoshi, Kitagawa, Kaoru, Nishio, Mizuho, Hashimura, Hiromi, Izawa, Yu, Toba, Takayoshi, Ishikawa, Kazuki, Katsuki, Akie, Ohmura, Kazuyuki, Murakami, Takamichi
Publikováno v:
In Academic Radiology March 2024 31(3):822-829
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
Publikováno v:
Sci Rep 10, 17532 (2020)
Purpose: This study aimed to develop and validate computer-aided diagnosis (CXDx) system for classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray (CXR) images. Materials and Methods: From two public datase
Externí odkaz:
http://arxiv.org/abs/2006.00730
Autor:
Nishio, Mizuho, Koyasu, Sho, Noguchi, Shunjiro, Kiguchi, Takao, Nakatsu, Kanako, Akasaka, Thai, Yamada, Hiroki, Itoh, Kyo
Publikováno v:
Computer Methods and Programs in Biomedicine 196 (2020) 105711
Background and Purpose: We aimed to develop and evaluate an automatic acute ischemic stroke-related (AIS) detection system involving a two-stage deep learning model. Methods: We included 238 cases from two different institutions. AIS-related findings
Externí odkaz:
http://arxiv.org/abs/2004.04432
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