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Toshihiro Takeda

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Articles 92
Citations 2877
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Recent Articles
1.
Sugimoto K, Wada S, Konishi S, Sato J, Okada K, Kido S, et al.
J Imaging Inform Med . 2025 Jan; PMID: 39843717
Missed critical imaging findings, particularly those indicating cancer, are a common issue that can result in delays in patient follow-up and treatment. To address this, we developed a rule-based natural...
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Sato J, Sugimoto K, Suzuki Y, Wataya T, Kita K, Nishigaki D, et al.
EBioMedicine . 2024 Nov; 110():105463. PMID: 39613675
Background: Artificial intelligence (AI) systems designed to detect abnormalities in abdominal computed tomography (CT) could reduce radiologists' workload and improve diagnostic processes. However, development of such models has been hampered...
3.
Yasutomi-Sakai M, Hayashi T, Suzuki K, Akeda H, Maeda Y, Okada A, et al.
J Allergy Clin Immunol Glob . 2024 Sep; 3(4):100336. PMID: 39328578
A patient with GATA2 deficiency developed corticosteroid-responsive sterile granulomatous lung disease despite monocytopenia. The presence of B-lymphopenia, autoimmunity, an elevated level of serum B-cell-activating factor, and pulmonary plasma cell infiltration,...
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Sugimoto K, Wada S, Konishi S, Okada K, Nakashima K, Matsumura Y, et al.
Stud Health Technol Inform . 2024 Aug; 316:1795-1799. PMID: 39176839
Radiology reports are an essential communication method for ensuring smooth workflow in healthcare. However, many of these reports are described in free text, and findings documented by radiologists may not...
6.
Itoh S, Mori T, Jin X, Ito T, Komiyama J, Kuroda N, et al.
Int J Nurs Stud . 2024 Aug; 158():104862. PMID: 39098084
Background: In home-based long-term care, care management aims to facilitate the independence of community-dwelling older adults and mitigate the escalation of their care needs. We examined the association between the...
7.
Yusof M, Takeda T, Shimai Y, Mihara N, Matsumura Y
Health Informatics J . 2024 May; 30(2):14604582241252763. PMID: 38805345
Complex socio-technical health information systems (HIS) issues can create new error risks. Therefore, we evaluated the management of HIS-related errors using the proposed human, organization, process, and technology-fit framework to...
8.
Wada S, Takeda T, Okada K, Manabe S, Konishi S, Kamohara J, et al.
Artif Intell Med . 2024 May; 153:102889. PMID: 38728811
Background: Pretraining large-scale neural language models on raw texts has made a significant contribution to improving transfer learning in natural language processing. With the introduction of transformer-based language models, such...
9.
Maeda M, Humber D, Hida E, Ohtani T, Wang G, Wu T, et al.
PLoS One . 2024 Mar; 19(3):e0299510. PMID: 38452137
The Japanese national guidelines recommend significantly lower doses of carvedilol for heart failure with reduced ejection fraction (HFrEF) management than the US guidelines. Using real-world data, we determined whether initial...
10.
Hanai A, Ishikawa T, Sugao S, Fujii M, Hirai K, Watanabe H, et al.
JMIR Form Res . 2024 Feb; 8:e47372. PMID: 38324356
Background: One life event that requires extensive resilience and adaptation is parenting. However, resilience and perceived support in child-rearing vary, making the real-world situation unclear, even with postpartum checkups. Objective:...