Updated on 2026/03/04

写真a

 
HORIUCHI DAISUKE
 
Organization
Graduate School of Medicine Department of Clinical Medical Science Lecturer
School of Medicine Department of Medical Science
Title
Lecturer
Affiliation
Institute of Medcine

Position

  • Graduate School of Medicine Department of Clinical Medical Science 

    Lecturer  2025.04 - Now

  • School of Medicine Department of Medical Science 

    Lecturer  2025.04 - Now

Degree

  • 博士(医学) ( Osaka City University )

Research Areas

  • Life Science / Radiological sciences

Research Interests

  • 放射線

  • 神経放射線

Professional Memberships

  • 日本医学放射線学会

  • 日本核医学会

  • 日本神経放射線学会

  • 日本磁気共鳴医学会

  • Radiological Society of North America

  • European Society of Neuroradiology

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Awards

  • 第55回日本神経放射線学会 イメージインタープリテーション 第1位

    2026.02  

  • ESNR-Springer Award

    2025.09   European Society of Neuroradiology  

  • 学長表彰

    2024.03   大阪市立大学  

  • 第53回日本神経放射線学会 イメージインタープリテーション 第2位

    2024.02  

  • 第59回日本医学放射線学会秋季臨床大会 優秀演題賞

    2023.09   日本医学放射線学会  

  • 第43回神経放射線ワークショップ フィルムリーディング 総合部門 第2位

    2023.07  

  • 第52回日本神経放射線学会 フィルムリーディング 優秀回答賞

    2023.02  

  • 第51回日本神経放射線学会 フィルムリーディング 最優秀賞

    2022.02  

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Papers

  • Deep learning reconstruction enhances 1.5T MR angiography beyond 3T in vascular visualization for Moyamoya disease. Reviewed

    Ayako Omori, Hiroyuki Tatekawa, Tatsushi Oura, Natsuko Atsukawa, Shu Matsushita, Daisuke Horiuchi, Hirotaka Takita, Yasuhito Mitsuyama, Taro Shimono, Tsutomu Ichinose, Yusuke Watanabe, Takeo Goto, Yukio Miki, Daiju Ueda

    Japanese journal of radiology   2026.01

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    Publishing type:Research paper (scientific journal)   International / domestic magazine:Domestic journal  

    DOI: 10.1007/s11604-025-01945-9

    PubMed

  • Unchanged Early Diffusion Tensor Imaging Along Perivascular Space Index After Amyloid‐Targeting Disease‐Modifying Therapy in Alzheimer's Disease: A Preliminary Study Reviewed

    Tatsushi Oura, Hiroyuki Tatekawa, Akitoshi Takeda, Ayako Omori, Natsuko Atsukawa, Shu Matsushita, Daisuke Horiuchi, Hirotaka Takita, Taro Shimono, Daiju Ueda, Yoshiaki Itoh, Yukio Miki

    Journal of Magnetic Resonance Imaging   2025.12

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1002/jmri.70118

  • Evaluation of radiology residents’ reporting skills using large language models: an observational study Reviewed

    Natsuko Atsukawa, Hiroyuki Tatekawa, Tatsushi Oura, Shu Matsushita, Daisuke Horiuchi, Hirotaka Takita, Yasuhito Mitsuyama, Ayako Omori, Taro Shimono, Yukio Miki, Daiju Ueda

    Japanese Journal of Radiology   43 ( 7 )   1204 - 1212   2025.07

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    Publishing type:Research paper (scientific journal)   International / domestic magazine:Domestic journal  

    PURPOSE: Large language models (LLMs) have the potential to objectively evaluate radiology resident reports; however, research on their use for feedback in radiology training and assessment of resident skill development remains limited. This study aimed to assess the effectiveness of LLMs in revising radiology reports by comparing them with reports verified by board-certified radiologists and to analyze the progression of resident's reporting skills over time. MATERIALS AND METHODS: To identify the LLM that best aligned with human radiologists, 100 reports were randomly selected from 7376 reports authored by nine first-year radiology residents. The reports were evaluated based on six criteria: (1) addition of missing positive findings, (2) deletion of findings, (3) addition of negative findings, (4) correction of the expression of findings, (5) correction of the diagnosis, and (6) proposal of additional examinations or treatments. Reports were segmented into four time-based terms, and 900 reports (450 CT and 450 MRI) were randomly chosen from the initial and final terms of the residents' first year. The revised rates for each criterion were compared between the first and last terms using the Wilcoxon Signed-Rank test. RESULTS: Among the three LLMs-ChatGPT-4 Omni (GPT-4o), Claude-3.5 Sonnet, and Claude-3 Opus-GPT-4o demonstrated the highest level of agreement with board-certified radiologists. Significant improvements were noted in Criteria 1-3 when comparing reports from the first and last terms (Criteria 1, 2, and 3; P < 0.001, P = 0.023, and P = 0.004, respectively) using GPT-4o. No significant changes were observed for Criteria 4-6. Despite this, all criteria except for Criteria 6 showed progressive enhancement over time. CONCLUSION: LLMs can effectively provide feedback on commonly corrected areas in radiology reports, enabling residents to objectively identify and improve their weaknesses and monitor their progress. Additionally, LLMs may help reduce the workload of radiologists' mentors.

    DOI: 10.1007/s11604-025-01764-y

    PubMed

  • Comparison of clinical and radiological characteristics of inflammatory and non-inflammatory Rathke cleft cysts Reviewed

    Shu Matsushita, Taro Shimono, Hiroyuki Maeda, Taro Tsukamoto, Daisuke Horiuchi, Tatsushi Oura, Kenichi Ishibashi, Hirotaka Takita, Hiroyuki Tatekawa, Natsuko Atsukawa, Takeo Goto, Yukio Miki

    Japanese Journal of Radiology   2025.01

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s11604-024-01641-0

  • ChatGPT’s diagnostic performance based on textual vs. visual information compared to radiologists’ diagnostic performance in musculoskeletal radiology Reviewed

    Daisuke Horiuchi, Hiroyuki Tatekawa, Tatsushi Oura, Taro Shimono, Shannon L. Walston, Hirotaka Takita, Shu Matsushita, Yasuhito Mitsuyama, Yukio Miki, Daiju Ueda

    European Radiology   2025.01

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00330-024-10902-5

  • Diagnostic accuracy of vision-language models on Japanese diagnostic radiology, nuclear medicine, and interventional radiology specialty board examinations Reviewed

    Tatsushi Oura, Hiroyuki Tatekawa, Daisuke Horiuchi, Shu Matsushita, Hirotaka Takita, Natsuko Atsukawa, Yasuhito Mitsuyama, Atsushi Yoshida, Kazuki Murai, Rikako Tanaka, Taro Shimono, Akira Yamamoto, Yukio Miki, Daiju Ueda

    Japanese Journal of Radiology   2024.12

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s11604-024-01633-0

  • Comparing the Diagnostic Performance of GPT-4-based ChatGPT, GPT-4V-based ChatGPT, and Radiologists in Challenging Neuroradiology Cases Reviewed

    Daisuke Horiuchi, Hiroyuki Tatekawa, Tatsushi Oura, Satoshi Oue, Shannon L Walston, Hirotaka Takita, Shu Matsushita, Yasuhito Mitsuyama, Taro Shimono, Yukio Miki, Daiju Ueda

    Clinical Neuroradiology   2024.12

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00062-024-01426-y

  • Visualizing the association between the location and prognosis of isocitrate dehydrogenase wild-type glioblastoma: a voxel-wise Cox regression analysis with open-source datasets Reviewed

    Natsuko Atsukawa, Hiroyuki Tatekawa, Daiju Ueda, Tatsushi Oura, Shu Matsushita, Daisuke Horiuchi, Hirotaka Takita, Yasuhito Mitsuyama, Reia Baba, Taro Tsukamoto, Taro Shimono, Yukio Miki

    Neuroradiology   2024.11

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00234-024-03503-y

  • Evaluation of cranial nerve involvement in chordomas and chondrosarcomas: a retrospective imaging study Reviewed

    Tatsushi Oura, Taro Shimono, Daisuke Horiuchi, Takeo Goto, Hirotaka Takita, Taro Tsukamoto, Hiroyuki Tatekawa, Daiju Ueda, Shu Matsushita, Yasuhito Mitsuyama, Natsuko Atsukawa, Yukio Miki

    Neuroradiology   2024.06

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00234-024-03322-1

  • The Association of Metabolic Brain MRI, Amyloid PET, and Clinical Factors: A Study of Alzheimer's Disease and Normal Controls From the Open Access Series of Imaging Studies Dataset Reviewed

    Shu Matsushita, Hiroyuki Tatekawa, Daiju Ueda, Hirotaka Takita, Daisuke Horiuchi, Taro Tsukamoto, Taro Shimono, Yukio Miki

    Journal of Magnetic Resonance Imaging   2024.04

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1002/jmri.28892

  • Deep learning-based diffusion tensor image generation model: a proof-of-concept study Reviewed

    Hiroyuki Tatekawa, Daiju Ueda, Hirotaka Takita, Toshimasa Matsumoto, Shannon L. Walston, Yasuhito Mitsuyama, Daisuke Horiuchi, Shu Matsushita, Tatsushi Oura, Yuichiro Tomita, Taro Tsukamoto, Taro Shimono, Yukio Miki

    Scientific Reports   2024.02

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1038/s41598-024-53278-8

  • Accuracy of ChatGPT generated diagnosis from patient's medical history and imaging findings in neuroradiology cases Reviewed

    Daisuke Horiuchi, Hiroyuki Tatekawa, Taro Shimono, Shannon L Walston, Hirotaka Takita, Shu Matsushita, Tatsushi Oura, Yasuhito Mitsuyama, Yukio Miki, Daiju Ueda

    Neuroradiology   2024.01

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00234-023-03252-4

  • Brain temperature remains stable during the day: a study of diffusion-weighted imaging thermometry in healthy individuals Reviewed

    Daisuke Horiuchi, Taro Shimono, Hiroyuki Tatekawa, Taro Tsukamoto, Hirotaka Takita, Shu Matsushita, Yukio Miki

    Neuroradiology   2023.08

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00234-023-03142-9

  • Diagnostic Performance of ChatGPT from Patient History and Imaging Findings on the Diagnosis Please Quizzes Reviewed

    Daiju Ueda, Yasuhito Mitsuyama, Hirotaka Takita, Daisuke Horiuchi, Shannon L. Walston, Hiroyuki Tatekawa, Yukio Miki

    Radiology   2023.07

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1148/radiol.231040

  • Improved reproducibility of diffusion tensor image analysis along the perivascular space (DTI-ALPS) index: an analysis of reorientation technique of the OASIS-3 dataset Reviewed

    Hiroyuki Tatekawa, Shu Matsushita, Daiju Ueda, Hirotaka Takita, Daisuke Horiuchi, Natsuko Atsukawa, Yuka Morishita, Taro Tsukamoto, Taro Shimono, Yukio Miki

    Japanese Journal of Radiology   2023.04

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s11604-022-01370-2

  • Frequency and imaging features of the adjacent osseous changes of salivary gland carcinomas in the head and neck region Reviewed

    Daisuke Horiuchi, Taro Shimono, Hiroyuki Tatekawa, Taro Tsukamoto, Hirotaka Takita, Masahiro Okazaki, Yukio Miki

    Neuroradiology   2022.09

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s00234-022-02972-3

  • Orbital apex schwannoma with a high titer of proteinase 3 antineutrophil cytoplasmic antibody Reviewed

    Tatsushi Oura, Taro Shimono, Maciej Pas, Hirotaka Takita, Daisuke Horiuchi, Yasuhito Mitsuyama, Yukio Miki

    Radiology Case Reports   17 ( 4 )   1120 - 1123   2022.04( ISSN:1930-0433

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.radcr.2022.01.047

  • Malignant transformation of a dysembryoplastic neuroepithelial tumor presenting with intraventricular hemorrhage Reviewed

    Hirotaka Takita, Taro Shimono, Takehiro Uda, Hayato Ikota, Toshiyuki Kawashima, Daisuke Horiuchi, Eisaku Terayama, Taro Tsukamoto, Yukio Miki

    Radiology Case Reports   17 ( 3 )   939 - 943   2022.03( ISSN:1930-0433

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.radcr.2022.01.014

  • Capillary hemangioma of the sphenoid sinus with intrasellar and parasellar extensions Reviewed

    Maciej Pas, Taro Shimono, Hiroki Morisako, Taro Tsukamoto, Reia Kuramoto, Daisuke Horiuchi, Akane Tashiro, Shoko Shigeki, Yukio Miki

    Radiology Case Reports   17 ( 1 )   156 - 160   2022.01( ISSN:1930-0433

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.radcr.2021.10.011

  • Correlation between Phase-Difference-Enhanced MR Imaging and Amyloid Positron Emission Tomography: A Study on Alzheimer’s Disease Patients and Normal Controls Reviewed

    Hirotaka Takita, Satoshi Doishita, Tetsuya Yoneda, Hiroyuki Tatekawa, Takato Abe, Yoshiaki Itoh, Daisuke Horiuchi, Taro Tsukamoto, Taro Shimono, Yukio Miki

    Magnetic Resonance in Medical Sciences   2022( ISSN:1347-3182

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.2463/mrms.mp.2021-0123

  • Ectopic clival craniopharyngioma with intratumoral hemorrhage: A case report Reviewed

    Daisuke Horiuchi, Taro Shimono, Satoshi Doishita, Takeo Goto, Sayaka Tanaka, Yukio Miki

    Radiology Case Reports   14 ( 8 )   977 - 980   2019.08( ISSN:1930-0433

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.radcr.2019.05.023

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MISC

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Presentations

  • 1.5Tおよび3T MRAにおけるもやもや病の評価:深層学習再構成による画質と血管描出への影響

    大森 文子, 立川 裕之, 大浦 達史, 熱川 奈津子, 松下 周, 堀内 大右, 田北 大昂, 下野 太郎, 一ノ瀬 努, 三木 幸雄, 植田 大樹

    第55回日本神経放射線学会  2026.02 

  • 膠芽腫の拡散テンソル画像解析におけるfree water補正拡散係数の意義:b値の違いがもたらす影響

    松下 周, 立川 裕之, 堀内 大右, 大浦 達史, 熱川 奈津子, 大森 文子, 田北 大昴, 下野 太郎, 植田 大樹, 三木 幸雄

    第53回日本磁気共鳴医学会大会  2025.08 

  • アルツハイマー病患者への抗Aβ抗体治療後の早期段階におけるDTI-ALPS indexの変化についての検討

    大浦 達史, 立川 裕之, 武田 景敬, 松下 周, 堀内 大右, 田北 大昴, 下野 太郎, 植田 大樹, 伊藤 義彰, 三木 幸雄

    第53回日本磁気共鳴医学会大会  2025.08 

  • 3T MRI × DeepResolveが臨床にもたらすインパクト

    堀内 大右

    第84回日本医学放射線学会総会  2025.04 

  • 日本の放射線診断専門医、核医学専門医、および IVR 専門医試験における視覚言語モデルの診断精度

    大浦 達史, 立川 裕之, 堀内 大右, 田北 大昂, 吉田 敦史, 村井 一超, 下野 太郎, 山本 晃, 三木 幸雄, 植田 大樹

    第84回日本医学放射線学会総会  2025.04 

  • 頭蓋底脊索腫と軟骨肉腫の神経周囲進展に関する検討

    大浦 達史, 下野 太郎, 堀内 大右, 後藤 剛夫, 田北 大昴, 塚本 太朗, 立川 裕之, 植田 大樹, 三木 幸雄

    第60回日本医学放射線学会秋季臨床大会  2024.10 

  • 健常者におけるDTI-ALPS indexの日内変動の評価

    堀内 大右, 立川 裕之, 下野 太郎, 三木 幸雄

    第83回日本医学放射線学会総会  2024.04 

  • Diagnostic Performance of ChatGPT from Patient History and Imaging Findings in Neuroradiology

    Daisuke Horiuchi, Hiroyuki Tatekawa, Yukio Miki, Daiju Ueda

    109th Annual Meeting of Radiological Society of North America  2023.11 

  • Diffusion-weighted imaging thermometryによる健常者における脳温度の日内変動の評価

    堀内 大右, 下野 太郎, 立川 裕之, 塚本 太朗, 田北 大昂, 松下 周, 三木 幸雄

    第59回日本医学放射線学会秋季臨床大会  2023.09 

  • 耳下腺管に沿った進展が疑われた耳下腺粘表皮癌の一例

    大森 文子, 塚本 太朗, 堀内 大右, 小谷 賢太郎, 立川 裕之, 三木 幸雄

    第333回日本医学放射線学会関西地方会  2023.02 

  • 頭頸部領域の唾液腺癌における隣接する骨の変化の頻度や画像的特徴

    堀内 大右, 下野 太郎, 立川 裕之, 塚本 太朗, 田北 大昂, 岡崎 真大, 松下 周, 三木 幸雄

    第58回日本医学放射線学会秋季臨床大会  2022.09 

  • PR3-ANCA高値を認めた眼窩尖部神経鞘腫の一例

    大浦 達史, 下野 太郎, 堀内 大右, 田北 大昂, 三木 幸雄

    第51回日本神経放射線学会  2022.02 

  • 位相差強調像(PADRE)とアミロイドPETの相関に関する研究

    田北 大昂, 土井下 怜, 米田 哲也, 立川 裕之, 安部 貴人, 伊藤 義彰, 堀内 大右, 塚本 太朗, 下野 太郎, 三木 幸雄

    第51回日本神経放射線学会  2022.02 

  • COVID-19関連肺アスペルギルス症(COVID-19-associated pulmonary aspergillosis:CAPA)の2例

    堀内 大右, 下野 太郎, 田北 大昴, 山本 啓雅, 中嶋 康博, 中舎 洋輔, 井本 和紀, 山田 康一, 掛屋 弘, 三木 幸雄

    第57回日本医学放射線学会秋季臨床大会  2021.09 

  • 自己抗体との関連が疑われた線条体脳炎を生じた全身性エリテマトーデスの1例

    堀内 大右, 下野 太郎, 根来 伸夫, 田北 大昂, 三木 幸雄

    第50回日本神経放射線学会  2021.02 

  • 転移性乳腺腫瘍の一例

    堀内 大右, 森松 淳, 矢野 佑子, 谷口 脩二, 阪井 剛, 西田 典史, 瀬浦 宏崇, 岡村 光英, 寺西 敬, 宮城 佳美, 仙﨑 英人

    第321回日本医学放射線学会関西地方会  2019.02 

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