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Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire.
Kita K, Fujimori T, Suzuki Y, Kaito T, Takenaka S, Kanie Y, Furuya M, Wataya T, Nishigaki D, Sato J, Tomiyama N, Okada S, Kido S. Kita K, et al. Among authors: nishigaki d. Comput Biol Med. 2024 Apr;172:108197. doi: 10.1016/j.compbiomed.2024.108197. Epub 2024 Feb 19. Comput Biol Med. 2024. PMID: 38452472
Bimodal artificial intelligence using TabNet for differentiating spinal cord tumors-Integration of patient background information and images.
Kita K, Fujimori T, Suzuki Y, Kanie Y, Takenaka S, Kaito T, Taki T, Ukon Y, Furuya M, Saiwai H, Nakajima N, Sugiura T, Ishiguro H, Kamatani T, Tsukazaki H, Sakai Y, Takami H, Tateiwa D, Hashimoto K, Wataya T, Nishigaki D, Sato J, Hoshiyama M, Tomiyama N, Okada S, Kido S. Kita K, et al. Among authors: nishigaki d. iScience. 2023 Sep 14;26(10):107900. doi: 10.1016/j.isci.2023.107900. eCollection 2023 Oct 20. iScience. 2023. PMID: 37766987 Free PMC article.
Use of artificial intelligence to identify data elements for The Japanese Orthopaedic Association National Registry from operative records.
Kita K, Uemura K, Takao M, Fujimori T, Tamura K, Nakamura N, Wakabayashi G, Kurakami H, Suzuki Y, Wataya T, Nishigaki D, Okada S, Tomiyama N, Kido S. Kita K, et al. Among authors: nishigaki d. J Orthop Sci. 2023 Nov;28(6):1392-1399. doi: 10.1016/j.jos.2022.09.003. Epub 2022 Sep 23. J Orthop Sci. 2023. PMID: 36163118
Radiologists with and without deep learning-based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses.
Wataya T, Yanagawa M, Tsubamoto M, Sato T, Nishigaki D, Kita K, Yamagata K, Suzuki Y, Hata A, Kido S, Tomiyama N; Osaka University Reading Team. Wataya T, et al. Among authors: nishigaki d. Eur Radiol. 2023 Jan;33(1):348-359. doi: 10.1007/s00330-022-08948-4. Epub 2022 Jun 25. Eur Radiol. 2023. PMID: 35751697
Body mass index modifies the association between frequency of alcohol consumption and incidence of hypertension in men but not in women: a retrospective cohort study.
Nishigaki D, Yamamoto R, Shinzawa M, Kimura Y, Fujii Y, Aoki K, Tomi R, Ozaki S, Yoshimura R, Taneike M, Nakanishi K, Nishida M, Yamauchi-Takihara K, Isaka Y, Moriyama T. Nishigaki D, et al. Hypertens Res. 2020 Apr;43(4):322-330. doi: 10.1038/s41440-019-0382-8. Epub 2020 Jan 8. Hypertens Res. 2020. PMID: 31913352