メディカルAI研究センターに関係する業績を掲載しています。（2024年4月以降の研究業績）

論文・解説

1. 寺本篤司, "−放射線技術研究におけるPythonの活用術− 12. 画像生成技術と医療への応用," 日本放射線技術学会雑誌, Vol.80, No.7, pp.769-773, 2024. [査読無]

2. A.Teramoto, Y.Kiriyama, A.Michiba, N.Yazawa, T.Tsukamoto, K.Imaizumi, H.Fujita, "Automated Generation of Lung Cytological Images from Image Findings Using Text-to-Image Technology," Computers,13(11), 303, 2024. [査読有]

3. H.Kotani, A.Teramoto, T.Ohno, Y.Sobue, E.Watanabe, H.Fujita, "Atrial Fibrillation Type Classification by Convolutional Neural Network Using Contrast-enhanced CT Images,” Computers, Vol.13, No.12, 309, 2024. [査読有]

4. G.Hirano, A.Teramoto, H.Takai, Y.Sasaki, K.Sugimoto, S.Matsumoto, K.Saito, H.Fujita, "Automated Scheme of Plaque Classification based on Segmentation in Carotid Ultrasound Images Using Transformer Approach," Journal of Medical Ultrasonics, in press.[査読有]

5. A.Teramoto, A.Michiba, Y.Kiriyama, T.Tsukamoto, K.Imaizumi, H.Fujita, "Automated Description Generation of Cytologic Findings for Lung Cytological Images Using a Pretrained Vision Model and Dual Text Decoders: Preliminary Study," Cytopathology, in press.[査読有]

6. R.Takaba, D.Ibi, K.Yoshida, E.Hosomi, R.Kawase, H.Kitagawa, H.Goto, M.Achiwa, K.Mizutani, K.Maeda, J.González-Maeso, S.Kitagaki, M.Hiramatsu, "Ethopharmacological evaluation of antidepressant-like effect of serotonergic psychedelics in C57BL/6J male mice," Naunyn-Schmiedeberg's Archives of Pharmacology, Vol.397, pp.3019－3035,2024. [査読有]

7.  D.Ibi, "Up-to-Date on clinical and preclinical studies of psilocybin therapy," Nihon Yakurigaku Zasshi, Vol.159, pp.214-218, 2024. [査読有]

8. 寺本篤司, 桐山諭和, 道塲彩乃, 塚本徹哉, 藤田広志, "Stable Diffusionを用いた細胞診画像所見に基づく細胞像の自動生成," 医用画像情報学会雑誌, Vol.42, No.1, 2025. [査読無]

9. 渡邉奏汰, 柴田知行, 長谷川純一, 山田日向, 寺本篤司, "Contrastive Language-Image Pre-Trainingモデルを用いた上部消化管内視鏡画像の多クラス画像分類に関する予備的検討,” 医用画像情報学会雑誌, Vol.42, No.2, pp.15-20, 2025. [査読有]

10. N.Matsubara, A.Teramoto, N.Takei, Y.Kitoh, S.Kawakami, "Retaking assessment system based on the inspiratory state of chest X-ray image," Radiological Physics and Technology, Vol.18, pp.384-398, 2025. [査読有]

11. 渡邉奏汰, 柴田知行, 長谷川純一, 山田日向, 寺本篤司, "Contrastive Language-Image Pre-Trainingモデルを用いた上部消化管内視鏡画像の多クラス画像分類に関する予備的検討,” 医用画像情報学会雑誌, Vol.42, No.2, pp.15-20, 2025. [査読有]

12. 古谷陽菜, 寺本篤司, 大野智之, 祖父江嘉洋, 渡邉英一, 藤田広志, "左心房領域の切り出しに基づく造影CT画像を用いた心房細動病型分類処理の改良," 医用画像情報学会雑誌, Vol.42, No.2, pp.21-30, 2025. [査読有]

13. 松浦真能祐, 寺本篤司, 道塲彩乃, 桐山諭和, 塚本徹哉，藤田広志, "条件付き拡散モデルを用いた肺細胞診画像の生成," 医用画像情報学会雑誌, Vol.42 No.3, pp.49-56, 2025. [査読有]

14. M.Tsukijima, A.Teramoto, A.Kojima, O.Yamamuro, K.Oomi, H.Fujita, "Improved Denoising Scheme Using Three-Dimensional Multi-Zone Convolutional Neural Filters in Dedicated Breast Positron Emission Tomography Images," Radiological Physics and Technology, 2025, online available. [査読有]

15. M.Nagao, A.Teramoto, K.Urata, K.Imaizumi, M.Kondo, H.Fujita, "Preliminary Study on Image-Finding Generation and Classification of Lung Nodules in Chest CT Images Using Vision-Language Models,” Computers, Vol. 14, No.11, 489, 2025. [査読有]

16. A.Teramoto, Y.Kiriyama, T.Tsukamoto, N.Yazawa, K.Imaizumi, H.Fujita, “Cytological Image-Finding Generation Using Open-Source Large Language Models and a Vision Transformer,” Computers, Vol.15, No.2, 115, 2026. [査読有]

17. 亀谷由隆, "説明可能AIの代表的なアプローチと最近の研究動向," 医用画像情報学会雑誌, Vol.42, No.2, 2025. [査読無]

18. M.Yoshida, H.Katada, Y.Isozumi, C.Suzuki, A.Yoshimi, N.Ozaki, Y.Noda, "Involvement of N-methyl-D-aspartate receptor GluN2C/GluN2D subunits in social behavior impairments in mice exposed to social defeat stress as juveniles," Journal of Pharmacological Sciences, 157, 139－145, 2025. [査読有]

19. M.Uchida, M.Kano, N.Ozaki, A.Yoshimi, Y.Noda, "Involvement of α7 nicotinic acetylcholine receptor-signaling in social behavior impairments in the stressed mice," Neurochemistry International, 193, 106121, 2026. [査読有]

国際学会発表

1. Y.Ikuno, A.Teramoto, Y.Suzuki, T.Tomiyama, S.Kido, H.Fujita, “Automated detection of lung lesions in low dose CT images for attenuation correction using variational autoencoder,” International Conference on Radiological Physics and Technology, Yokohama, April 2024.

2. A.Kawai, T.Kondo, A.Teramoto, H. Fujita, "Subtype prediction in breast MR images using 3DCNN and ensemble learning,"  International Conference on Radiological Physics and Technology, Yokohama, April 2024.

3. J.Hayashi, A.Teramoto, M.Tsukijima, O.Yamamuro, T.Tamaki, H.Fujita,  "Automated Segmentation Scheme of Highly Uptake Regions in Dedicated Breast PET Images Without Manual Annotation Using Cycle GAN ," International Conference on Radiological Physics and Technology, Yokohama, April 2024.

4. K.Isaji, A.Teramoto, H.Fujita, "Automated Report Generation in Chest X-ray Images Using Vision Transformer and GPT," CARS 2024, Barcelona, June 2024.

5. A.Teramoto, A.Michiba, Y.Kiriyama, T.Tsukamoto, H.Fujita, "Automated Report Generation in Lung Cytology Using CNN and Multiple Transformers," CARS 2024, Barcelona, June 2024.

6. A.Teramoto, H.Kotani, H.Yamada, T.Shibata, "Automated Classification of Atrophic Gastritis in Endoscopic Images Using Deep Learning," KDDW 2024, Seoul, Nov. 2024. 

7. K. Miyakoshi, A.Teramoto, T.Shibata, J.Hasegawa, H.Yamada, H.Fujita, "Mutual Conversion of White Light Images and Narrow-Band Images in Upper Gastrointestinal Endoscopy Images Using Image Conversion AI," KDDW 2024, Seoul, Nov. 2024.

8. K. Watanabe, A.Teramoto, T.Shibata, J.Hasegawa, H.Yamada, “Lesion Classification Scheme Using Multimodal AI Technology in Upper Gastrointestinal Endoscopy,” KDDW 2024, Seoul, Nov. 2024.

9. N.Yoshioka, A.Teramoto, "Whst Is a Diffusion Model? Contribution to Medicine Using Cutting-Edge Technology," RSNA 2024, Chicago, Dec. 2024.

10. K.Isaji, A.Teramoto, "LLM Hands-On: Getting Start of LLM Programming in Python," RSNA 2024, Chicago, Dec. 2024.

11. D.Ibi, R.Takaba, K.Yoshida, T.Mamiya, S.Kitagaki, M.Hiramatsu, "Behavioral analyses of antidepressant‑like effect of serotonergic psychedelics in mice," CINP2024, Tokyo, May 2024.

12. D.Ibi, "Investigation of the neural bases involved in the antidepressant effects of serotonergic psychedelics(TSBPN-JSNP Academic Exchange Award受賞講演)," Taiwan Society for Neuroscience 2024, Taipei, Aug. 2024. 

13. A.Teramoto, Y.Kiriyama, A.Michiba, N.Yazawa, T.Tsukamoto, K.Imaizumi, H.Fujita, "Bi-Directional Generation Between Images and Their Finding in Lung Cytological Images," IFMIA 2025, Takamatsu, Mar. 2025.

14. K. Watanabe, A.Teramoto, T.Shibata, J.Hasegawa, H.Yamada, "Caption Generation of Gastric Lesions in Endoscopic Images Using BLIP," IFMIA 2025, Takamatsu, Mar. 2025.

15. K.Urata, M.Nagao, A.Teramoto, K.Imaizumi, M.Kondo, H.Fujita, "Generation of Lung Nodule Images from Image FindingsUsing Latent Diffusion Model" International Conference on Radiological Physics and Technology, Yokohama, April 2025.

16. M.Nagao, K.Urata, A.Teramoto, K.Imaizumi, M.Kondo, H.Fujita, "Multi-task Scheme for Image Findings Generation and Classification in Chest CT: A Comparative Study of Image Captioning Models," International Conference on Radiological Physics and Technology, Yokohama, April 2025.

17. K.Urata, M.Nagao, A.Teramoto, K.Imaizumi, M.Kondo, H.Fujita, "Automatic Generation of Pulmonary Nodule Patterns in Chest CT Images from Image Findings Using a Diffusion Model," 47th Annual International Conference of the IEEE Engineering Medicine and Biology Society, Copenhagen,  July 2025.

18. N.Yoshioka, A.Teramoto, Y.Kiriyama, T.Tsukamoto, H.Fujita, "Staining Conversion of Breast Cancer Pathology Specimen Images Using Image Conversion Technology," 47th Annual International Conference of the IEEE Engineering Medicine and Biology Society, Copenhagen,  July 2025.

19. A.Teramoto, Y.Kiriyama, A.Michiba, N.Yazawa, T.Tsukamoto, K.Imaizumi, H.Fujita, "Cyclic Learning of Cytological Image and Findings Generation via Image-to-Text and Text-to-Image Models,"47th Annual International Conference of the IEEE Engineering Medicine and Biology Society, Copenhagen,  July 2025.

20. K.Urata, M.Nagao, A.Teramoto, K.Imaizumi, M.Kondo, H.Fujita, "Radiology-guided Generation of Lung Nodule CT Images Using Latent Diffusion Models," The 4th Workshop on Applications of Medical AI, MICCAI2025, Daejeon, Sep. 2025.

21. J.Eguchi, A.Teramoto, K.Sugimoto, A.Yamada, K.Nakamura, "EchoMamba: A State Space Model for Acute Myocardial Infarction Detection in Echocardiographic Imaging," The 4th Workshop on Applications of Medical AI, MICCAI2025, Daejeon, Sep. 2025.

22. A.Teramoto, M.Nagao, K.Urata, M.Kondo, K.Imaizumi, Y.Kiriyama, T.Tsukamoto, H.Fujita, "Unified Foundation Model Framework for Bidirectional Generation of Medical Images and Findings from Mixed Lung CT and Cytological Data," 3rd International Workshop on Foundation Models for General Medical AI, MICCAI 2025, Daejeon, Sep. 2025.

23. M.Nagao, K.Urata, A.Teramoto, K.Imaizumi, M.Kondo, H.Fujita, "Exploring the Applicability of Visual Question Answering for Image Finding Generation and Lesion Classification: A Case Study on Lung Nodule CT Images," The 4th Workshop on Applications of Medical AI, MICCAI2025, Daejeon, Sep. 2025.

24. J.Hayashi, A.Teramoto, M.Tsukijima, O.Yamamuro, T.Tamaki, H.Fujita, "Automated 3D Segmentation High-Uptake Regions in Dedicated Breast PET Images via Annotation-Free 2D Processing," 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, MICCAI 2025, Daejeon, Sep. 2025.

25. F.Atsuchi, A.Teramoto, T.Ohno, S.Yamamoto, H.Fujita, "Unpaired Synthesis of Contrast-Enhanced Abdominal CT from Non-Contrast Images via Diffusion Models," 2025 IEEE NSS MIC RTSD, Yokohama, 2025.

26. Y.Ikuno, A.Teramoto, "Rethinking Diffusion For Medical Imaging," RSNA 2025, Nov. 2025.

27. K.Miyakoshi, A.Teramoto, T.Shibata, H.Yamada, "Automated detection of esophageal cancer regions using interconversion technique of imaging conditions in upper gastrointestinal endoscopy," KDDW 2025, Seoul, Nov. 2025.

28. K.Watanabe, A.Teramoto, T.Shibata, J.Hasegawa, H.Yamada, "Automated generation of image findings in endoscopic images using image-to-text models," KDDW 2025, Seoul, Nov. 2025.

29. K.Kadowaki, Y.Kameya, "Visibility Improvement in Grad-CAM via High-resolution Feature Maps with FeatUp," The 2025 Principle and Practice of Data and Knowledge Acquisition Workshop, Wellington, Nov. 2025.

著書、雑誌

1. 衣斐大祐, "サイケデリック（セロトニン作動性幻覚薬）の抗うつ作用の検証とセロトニン5-HT2A受容体の関与," ブレインサイエンス・レビュー2024（編者：廣川信隆、板東武彦）, pp.147－162, 丸善出版, Apr. 2024.

2. 石田隆行, 千田浩一, 細貝良行, 小笠原克彦, 齋藤 茂芳, 寺本 篤司, 高津 安男, "和文誌の創刊80周年を迎えて学会の将来を考える," 日本放射線技術学会, Vol.81, No.1, pp.23-37.

3. 寺本篤司, "IFMIA2025 参加報告," JAMIT News Letter, No.51, pp.4-5, July 2025.

4. 寺本篤司, "診療放射線技師の業務を支援するAI研究," 画像通信, pp.1-10, Oct. 2025.

5. 寺本篤司, "生成AIを用いた研究への活用事例," Rad Fan, Vol.24, No.1, Dec. 2025.

6. 寺本篤司, "MICCAI 2025に見る医用画像解析研究の最新動向," 医用画像情報学会, Vol.43, No.2, 2026.

7. 長尾茉衣子, 寺本篤司, "[依頼講演] 最新の研究動向2025 Vision Language Model," 信学技報, 2026, 印刷中.

講演等

1. 寺本篤司, "放射線画像領域のAI研究の方向性 ," JRC2024　合同シンポジウム３ 「未知の放射線医学を先導する科学技術」, 横浜, April 2024.

2. A.Teramoto, "Fundamentals of Deep Learning and Its Application in Medical Imaging," AFOMP Monthly School, Online, April 2024. 

3. 寺本篤司, 塚本徹哉, 桐山諭和, 道塲彩乃, "識別AIから生成AIへ：細胞診AIの要素技術," 第65回 日本臨床細胞学会総会春期大会, ワークショップ9 「新技術を応用した細胞診研究 」, 大阪, June 2024.

4. A.Teramoto, "Artificial Intelligence and Medical Applications, "The 27th JASMEE Academic Meeting, Nagoya, July 2024.

5. A.Teramoto, "Fundamentals of AI Technology and Its Application to Pulmonary Imaging," Joint Meeting of JSPFI and IWPFI 2024, Shiga, Aug. 2024.

6. 寺本篤司, "生成AI技術を用いた病理AIの高度化," 第22回デジタルパソロジー・AI研究会, 名護, Aug. 2024.

7. 寺本篤司, "生成AI時代における医療AIの最前線 - 最近のトレンドと研究の始め方 -," 第50回JSRT中部支部学術セミナー, 松阪, Jan. 2025.

8. 寺本篤司, "はじめてのAI -AIの基礎と研究のすすめかた-," 日本放射線技術学会 動画チャンネル, Mar. 2025.

9. 寺本篤司, "画像処理技術（１）," 核医学専門技師研修セミナー, April 2025.

10. 寺本篤司, "医用画像解析のための Vision モデルと Language モデルの活用, " 第7回日本メディカルAI学会, 京都, June 2025.

11. 寺本篤司, "人工知能の基礎と医療への応用," 名城大学附属高等学校 探求IIβ 出前講義, Sep. 2025

12. 寺本篤司, "次世代データサイエンス推進特別委員会の概要，主旨の説明," 次世代データサイエンス推進特別委員会企画, 日本放射線技術学会 第53回秋季学術大会, 札幌, Oct. 2025.

13. 寺本篤司, "診療放射線技師の業務を支援するAI研究," 画像部会教育講演, 日本放射線技術学会 第53回秋季学術大会, 札幌, Oct. 2025.

14. 寺本篤司, "メディカルAI研究センターのご紹介," 名城大学総合研究所 30周年シンポジウム, 名古屋, Oct. 2025.

〒468-8502 愛知県名古屋市天白区塩釜口1-501

名城大学 総合研究所 メディカルAI研究センター

TEL:052-832-1151(代)