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Works (8)

Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers

International Journal of Computer Assisted Radiology and Surgery
2025-01-08 | Journal article
DOI: 10.1007/s11548-024-03316-7
Contributors: Tomohiro Wataya; Azusa Miura; Takahisa Sakisuka; Masahiro Fujiwara; Hisashi Tanaka; Yu Hiraoka; Junya Sato; Miyuki Tomiyama; Daiki Nishigaki; Kosuke Kita et al.
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Annotation-free multi-organ anomaly detection in abdominal CT using free-text radiology reports: a multi-centre retrospective study

eBioMedicine
2024-12 | Journal article
DOI: 10.1016/j.ebiom.2024.105463
Contributors: Junya Sato; Kento Sugimoto; Yuki Suzuki; Tomohiro Wataya; Kosuke Kita; Daiki Nishigaki; Miyuki Tomiyama; Yu Hiraoka; Masatoshi Hori; Toshihiro Takeda et al.
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Comparison of natural language processing algorithms in assessing the importance of head computed tomography reports written in Japanese

Japanese Journal of Radiology
2024-07 | Journal article
DOI: 10.1007/s11604-024-01549-9
Contributors: Tomohiro Wataya; Azusa Miura; Takahisa Sakisuka; Masahiro Fujiwara; Hisashi Tanaka; Yu Hiraoka; Junya Sato; Miyuki Tomiyama; Daiki Nishigaki; Kosuke Kita et al.
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Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire

Computers in Biology and Medicine
2024-04 | Journal article
DOI: 10.1016/j.compbiomed.2024.108197
Contributors: Kosuke Kita; Takahito Fujimori; Yuki Suzuki; Takashi Kaito; Shota Takenaka; Yuya Kanie; Masayuki Furuya; Tomohiro Wataya; Daiki Nishigaki; Junya Sato et al.
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Use of artificial intelligence to identify data elements for The Japanese Orthopaedic Association National Registry from operative records

Journal of Orthopaedic Science
2023-11 | Journal article
DOI: 10.1016/j.jos.2022.09.003
Contributors: Kosuke Kita; Keisuke Uemura; Masaki Takao; Takahito Fujimori; Kazunori Tamura; Nobuo Nakamura; Gen Wakabayashi; Hiroyuki Kurakami; Yuki Suzuki; Tomohiro Wataya et al.
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Bimodal artificial intelligence using TabNet for differentiating spinal cord tumors—Integration of patient background information and images

iScience
2023-10 | Journal article
DOI: 10.1016/j.isci.2023.107900
Contributors: Kosuke Kita; Takahito Fujimori; Yuki Suzuki; Yuya Kanie; Shota Takenaka; Takashi Kaito; Takuyu Taki; Yuichiro Ukon; Masayuki Furuya; Hirokazu Saiwai et al.
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BERT-based Transfer Learning in Sentence-level Anatomic Classification of Free-Text Radiology Reports

Radiology: Artificial Intelligence
2023-03-01 | Journal article
DOI: 10.1148/ryai.220097
Contributors: Daiki Nishigaki; Yuki Suzuki; Tomohiro Wataya; Kosuke Kita; Kazuki Yamagata; Junya Sato; Shoji Kido; Noriyuki Tomiyama
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Radiologists with and without deep learning–based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses

European Radiology
2022-06-25 | Journal article
DOI: 10.1007/s00330-022-08948-4
Contributors: Tomohiro Wataya; Masahiro Yanagawa; Mitsuko Tsubamoto; Tomoharu Sato; Daiki Nishigaki; Kosuke Kita; Kazuki Yamagata; Yuki Suzuki; Akinori Hata; Shoji Kido et al.
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