2026

論文

ビッグデータ・オミックスチーム

北井 秀典

• Hierarchical multi-label structuring of Japanese SOAP clinical notes with large language models
  Ziheng Zhang, Minghui Tang, Feng Han, Hidenori Kitai, Kenji Hirata, Katsuhiko Ogasawara, Satoshi Konno & Kohsuke Kudo
  scientific reports, 16;1:27551 DOI: 10.1038/s41598-026-58622-8

畑中 佳奈子

1. Extraskeletal Myxoid Chondrosarcoma Mimicking Myoepithelial Tumor.
   Jiang B, Matsuoka M, Hatanaka KC, Nakazato S, Nakamura H, Nakamura S, Shimizu H, Onodera T, Tanaka S, Hatanaka Y, Iwasaki N.
   Case Rep Pathol., 2026 DOI: 10.1155/crip/2779791
2. Hokkaido phase II study of photo-immunotherapy combination with ASP-1929 for recurrent or persistent EGFR-positive vulvar, vaginal, and cervical cancers not amenable to further radiotherapy (HICARi study)
   Asano H, Yamazaki H, Matsumiya H, Yokota I, Okada K, Yamamoto R, Hatanaka KC, Sasajima Y, Nagamine M, Hatanaka Y, Kato F, Takahama J, Tsuboyama T, Watanabe Y, Okita N, Watari H
   J Gynecol Oncol., 2026 DOI: 10.3802/jgo.2026.37.e126
3. Feasibility study of photoimmunotherapy combination with ASP-1929 for vulvar, vaginal, and cervical cancer
   Yamamoto R, Asano H, Hatanaka KC, Shinomiya Y, Yamazaki H, Matsumiya H, Nagamine M, Sasajima Y, Hatanaka Y, Watari H
   J Gynecol Oncol., 2026 DOI: 10.3802/jgo.2026.37.e125
4. Pathological and molecular characterization of a four-component combined small cell lung carcinoma: a case report
   Ikezawa Y, Shinomiya Y, Hatanaka KC, Makita K, Nishimura H, Takagi T, Tabata Y, Watanabe M, Konno S, Hatanaka Y, Kawai Y
   Transl Lung Cancer Res., 2026;15:155 DOI: 10.21037/tlcr-2026-1-0144
5. Clinical and Functional Significance of C16orf74 in Extrahepatic Cholangiocarcinoma
   Kimura K, Nakamura T, Kushibiki T, Fujii M, Kuraya T, Niwa H, Nakanishi Y, Takeuchi S, Sasaki K, Hatanaka KC, Hatanaka Y, Wada M, Matsui A, Tanaka K, Asano T, Noji T, Tsuchikawa T, Hirano S
   Anticancer Res., 46;8:251-4265 DOI: 10.21873/anticanres.18284
6. Urinary miR-574-5p as a candidate biomarker for early-stage lung adenocarcinoma: an exploratory case-control study
   Nagashima R, Aragaki M, Hatanaka KC, Shinomiya Y, Ushijima M, Fujiwara-Kuroda A, Ohtaka K, Shiiya H, Chiba R, Otsuka S, Nakaya T, Omine R, Kuji T, Hatanaka Y, Kato T.
   Transl Lung Cancer Res., 2026;15:244 DOI: 10.21037/tlcr-2026-0600
7. Feasibility of routine clinical liquid-based cytology for lung cancer compact panel testing
   Shinomiya Y, Hatanaka KC, Okumura A, Nange A, Yamamoto M, Azuma M, Marukawa K, Ishida Y, Shimizu T, Watanabe R, Hashimoto Y, Abiko M, Sato Y, Sakakibara-Konishi J, Kato T, Tanaka S, Hatanaka Y
   Cancer Cytopathol., 2026;134:e70135 DOI: 10.1002/cncy.70135

分子・基礎医学チーム

亀田 浩之

1. Effects of AI-based Reconstruction on Image Quality and VBM-based Atrophy Analysis in Accelerated MPRAGE
   Horie T, Fujima N, Kameda H, Kamishima T, Kudo K
   Magn Reson Med Sci., 2026
2. Feasibility and Image Quality Evaluation of Accelerated T2-Weighted and Time-of-Flight MRI Using AI-Assisted Compressed Sensing and Deep Reconstruction
   Tang M, Fujima N, Kameda H, Ikebe Y, Tong Y, Kaji T, Hirata K, and Kudo K
   Journal of Medical Imaging and Radiation Sciences, 2026
3. Monitoring of 17O-water dynamics in the human body over one week using direct 17O-MRI: a preliminary study
   Moyoko Tomiyasu, Hiromi Sano, Yoshitaka Bito, Takashi Oono, Hiroyuki Kameda, Riwa Kishimoto, Tokuhiko Omatsu, Kohsuke Kudo, Takayuki Obata
   MRMS, 2026

小田 義崇

1. Severe psoriasis as an immune-related adverse event after long-term atezolizumab therapy for pulmonary large-cell neuroendocrine carcinoma: A case report.
   Murayama C, Ikezawa Y, Shiiya C, Oda Y, Ikezawa M, Matsunaga A, Tsuji K, Shoji T, Furuta M, Takashima Y, Kitai H, Sakakibara-Konishi J, Konno S.
   Respiratory medicine case reports, 61;102421 DOI: 10.1016/j.rmcr.2026.102421
2. Virological characteristics of SARS-CoV-2-related coronaviruses dynamically circulating in Southeast Asia
   Wacharapluesadee S, Saikruang W, Lytras S, Matsumoto K, Uriu K, Hinay A Jr, Guo Z, Rattanatumhi K, Supataragul A, Ninwattana S, Thippamom N, Srisuk T, Maneeorn P, Noradechanon K, Duengkae P, Sirichan N, Kosugi Y, Fujita S, Yo MS, Matsunaga R, Hu B, Du L, Wang L, Tsuda M, Oda Y, Nasser H, Kimura KT, Akasaka H, Asakura H, Nagashima M, Sadamasu K, Yoshimura K, Yamamoto Y, Nagamoto T, Asakura T, Shihoya W, Hashiguchi T, Ikeda T, Tanaka S, Chu H, Tsumoto K, Nureki O; Genotype to Phenotype Japan (G2P-Japan) Consortium; Genotype to Phenotype Asia (G2P-Asia) Consortium; Plianchaisuk A, Putcharoen O, Sato K.
   Cell, 189(13);4075-4093 DOI: 10.1016/j.cell.2026.04.019
3. Immunological and histopathological features of secondary injury in a long-term mouse model of persistent inflammation, immunosuppression, and catabolism syndrome
   Tsuchida T, Wada T, Mizugaki A, Oda Y, Kayano K, Yamakawa K, Tanaka S
   Shock, 2026
4. Urothelial carcinoma with loss of SMARCA4 expression with the Site of Origin Identified by Detailed Autopsy Investigation
   Takeru Kishinami, Yoshitaka Oda, Zen-ichi Tanei, Takahiro Osawa, Riku Manabe, Ryoko Watanabe, Yuki Hirosato, Yuki Uchida, Akira Nishibe, Kazuhiro Ujihashi, Hiroki, Chiba, Takeru Kuwabara, Koki Ise, Ken Enda, Yusuke Shirai, Hirokazu Sugino, Lei Wang, Masumi Tsuda, Takashige Abe, Shinya Tanaka
   Pathology international, 2026
5. Multimodal Evaluation of Periosteal Versus Collagen Membrane Coverage in Atelocollagen-Associated Autologous Chondrocyte Implantation for Large Knee Cartilage Defects.
   Kaibara T, Kondo E, Ogawa Y, Matsuoka M, Iwasaki K, Onodera T, Oda Y, Tanei Z, Momma D, Tanaka S, Yasuda K, Yagi T, Iwasaki N.
   journal of experimental orthopaedics, 2026
6. Histopathological Comparison of the Parent Artery and the Daughter Sac Reveals Structural Progression in Intracranial Arterial Dolichoectasia.
   Tatsuta Y, Oda Y, Honjo K, Watanabe T, Osato T, Tanaka S, Nakamura H.
   BMC Neurology, 2026 DOI: 10.1186/s12883-026-05279-5
7. [A case of IgG4-related pia mater inflammation]
   Naganuma R, Ando S, Okamoto M, Kishinami T, Oda Y, Miyagishi R
   Rinsho shinkeigaku, 2026 DOI: 10.5692/clinicalneurol.cn-002284

画像・臨床医学チーム

杉山 拓

1. Spetzler-Martin Grade III 脳動静脈奇形に対する外科的摘出術
   杉山拓，氏原匡樹，栗栖宏多，長内俊也, 中山若樹, 藤村幹
   脳卒中の外科, 2026
2. Vessel Wall Enhancement in Brain Arteriovenous Malformations: Associations with Imaging and Histopathological Markers of Instability
   Ujihara M, Sugiyama T, Fujima N, Tomaru U, Kurisu K, Osanai T, Fujimura M
   Neurosurgical Review, 49;405:2026 DOI: 10.1007/s10143-026-04336-4
3. Surgical Video Understanding with Alignment-Preserving Temporal Adaptation and Action Triplet Text Alignment
   Ikeido T, Togo R, Ogawa T, Sugiyama T, Poudel S, Sugimori H, Tang M, Feng H, Koyano H, Hirata K, Kudo K, Haseyama M
   Bioengineering-Basel, 13;640:2026 DOI: 10.3390/bioengineering13060640
4. Automated Scene Classification and Interpretable Time-Point Estimation for Arteriovenous Malformation Resection Videos Using Deep Learning and a Non-Monotonic Hidden Semi-Markov Model
   Sugimori H, Sugiyama T, Poudel S, Togo R, Tang M, Feng H, Koyano H, Ujihara M, Hirata K, Ogawa T, Haseyama M, Kudo K, Fujimura M
   Appl Sci-Basel, 16;7118 DOI: 10.3390/app16147118
5. Impact of Plaque Composition and Its Longitudinal Course on The Recurrence of Ipsilateral Cerebrovascular Events in Symptomatic Mild Carotid Stenosis: A MUSIC Study
   Kashiwazaki D, Chida K, Yoshida K, Yamada K, Morioka M, Maruichi K, Takagi Y, Moroi J, Miyamoto S, Chin M, Wada K, Sakai N, Izumo T, Nishikawa Y, Mase M, Hosoda K, Takizawa K, Kobayashi E, Kubo M, Fujita A, Sugiyama T, Fujimura M, Yoshioka H, Kinouchi H, Kunieda T, Yoshimura S, Shiokawa Y, Abe H, Kataoka H, Ogasawara K, Uno M, Sasaki M, Kuroda S, the MUSIC Study Group
   Cerebrovasc Dis, 2026
6. Collagen Matrix-Assisted Indirect Bypass While Preserving Subcutaneous Soft Tissues in Hemorrhagic Moyamoya Disease: illustrative case
   Kimata J, Uchino H, Osanai T, Sugiyama T, Fujimura M
   NMC Case Rep J, 2026

江口 克紀

1. Prevalence and profiles of clinically diagnosed autoimmune cerebellar ataxia in a Japanese nationwide survey.
   Fujii S, Yaguchi H, Kudo A, Eguchi K, Nomura T, Hayashi H, Tanaka K, Yoneda M, Kimura A, Shimohata T, Takahashi Y, Mizusawa H, Yabe I
   J Neurol., 2026;273:215
2. Nationwide screening identifies an expanded clinical spectrum of anti-KLHL11 antibody-associated neurologic disease in Japan.
   Pan J, Yaguchi H, Kudo A, Fujii S, Sato H, Yamada K, Uwatoko H, Yang J, Nomura T, Eguchi K, Shirai S, Takahashi-Iwata I, Matsushima M, Okamoto T, Akanuma H, Adachi S, Ishiguro T, Kuwahara H, Tanaka K, Kimura A, Hisahara S, Kanai K, Misawa S, Shimohata T, Takahashi Y, Mizusawa H, Yabe I.
   J Neurol., 2026;273:321 DOI: 10.1007/s00415-026-13816-y
3. Haplotype analysis of spinocerebellar ataxia type 36 suggests a shared permissive core haplotype across populations.
   Eguchi K, Miyatake S, Takei A, Yaguchi H, Iida Y, Hamada S, Ito Y, Honma S, Moriwaka F, Wada T, Jono T, Kunii M, Komiya H, Kishida H, Doi H, Tanaka F, Matsumoto N, Yabe I.
   J Hum Genet., 2026 DOI: 10.1038/s10038-026-01489-4
4. A Novel Presenilin-1 Variant (p.Phe283Val) in Early-Onset Mild Cognitive Impairment With Striatal Amyloid Accumulation
   Ikuko Takahashi-Iwata, Akihiko Kudo, Taichi Nomura, Shintaro Fujii, Katsuki Eguchi, Hisashi Uwatoko, Shinichi Shirai, Masaaki Matsushima, Hiroaki Yaguchi, Takashi Ozaki, Yuichi Nakamura, Takahiro A. Kato, Norikazu Hara, Takeshi Ikeuchi, Ichiro Yabe
   Neurology and Clinical Neuroscience, 2026 DOI: 10.1002/ncn3.70174
5. Mitochondrial Dysfunction in Digenic TBP/STUB1 Spinocerebellar Ataxia
   Yamada K, Ogata S, Yaguchi H, Fujii S, Nomura T, Kudo A, Eguchi K, Uwatoko H, Shirai S, Takahashi-Iwata I, Matsushima M, Hamanaka K, Miyatake S, Nishino I, Goto YI, Matsumoto N, Yabe I.
   Mov Disord Clin Pract ., 2026;10:1002/mdc3.70828. DOI: 10.1002/mdc3.70828
6. Improving Video-Based Prediction of Cerebellar Ataxia Severity Using a Pretrained Deep Learning Model
   Eguchi K, Yaguchi H, Uwatoko H, Iida Y, Yamada M, Hamada S, Sato K, Honma S, Takei A, Kawashima A, Moriwaka F, Fukazawa T, Togo R, Ogawa T, Haseyama M, Hirata K, Kudo K, Tanaka S, Yabe I.
   Brain Behav ., 2026;10:e71781 DOI: 10.1002/brb3.71781

藤後 廉

1. Dual-model weight selection and self-knowledge distillation for medical image classification
   Ayaka Tsutsumi, Guang Li, Ren Togo, Takahiro Ogawa, Satoshi Kondo, Miki Haseyama
   Computers in Biology and Medicine, 2026 DOI: 10.1016/j.compbiomed.2026.111510
2. Personalized federated learning for medical vision-language models via efficient fine-tuning and uncertainty-aware disentanglement
   He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
   Journal of Biomedical Informatics, 2026 DOI: 10.1016/j.jbi.2026.105014

国際学会

ビッグデータ・オミックスチーム

北井 秀典

• Identification of TROP2 as an adaptive resistance mechanism in KRAS G12C inhibition and its therapeutic targeting
  Masahiro Kashima Hidenori Kitai, Yukiko Yoshida, Yuriko Ishida, Yuma Sato, Daisuke Morinaga , Kosuke Tsuji, Shotaro Ito, Kanako C. Hatanaka, Takuma Kobayashi, Yoshiki Shinomiya, Teppei Konishi, Yutaka Hatanaka, Jun Sakakibara-Konishi, Satoshi Konno
  AACR（米国癌学会）, アメリカ、サンディエゴ, 2026

分子・基礎医学チーム

亀田 浩之

1. AI in Neuroimaging: From Research to Clinical Practice
   亀田浩之
   モンゴル放射線学会2026, ウランバートル, 2026
2. Dynamic Direct 17O Water MRI of the Rat Brain at Clinical 3T: 3D Radial Acquisition and Denoising Strategies
   Hiroyuki Kameda, Yuta Urushibata, Yoshitaka Bito, Naoya Kinota, Daisuke Kato, Takaaki Fujii, Kohsuke Kudo
   2026 ISMRM Workshop on Beyond Protons: Challenges and Advances in X-Nuclei MR, Barcelona, 2026
3. Other X-Nuclei Imaging (Li, F, K, O)
   Hiroyuki Kameda
   2026 ISMRM Workshop on Beyond Protons: Challenges and Advances in X-Nuclei MR, Barcelona, 2026

小田 義崇

• Pathological Diagnosis of Meningioma Toward WHO CNS6
  Yoshitaka Oda
  21st Asian Society for Neuro-Oncology: Pre-ASNO 2026 ASNO-ASONP Joint Education Session in Neuropathology, Ishikawa Ongakudo (Kanazawa), 2026

村松 憲

1. Basophils exacerbate bullous pemphigoid by promoting natural killer cell-mediated skin inflammation and by regulating dendritic cell accumulation and T cell proliferation in secondary lymphoid organs
   Kawamura T, Muramatsu K, Miyake K, Ito T, Katayama S, Shiiya C, Yoshimoto N, Izumi K, Karasuyama H, Ujiie H
   55th Annual ESDR Meeting, Heidelberg, Germany, 2026
2. Construction of HLA-DQA1*05:05/HLA-DQB1*03:01 with Type XVII Collagen Protein Complex for Elucidating the Pathomechanism of DPP-4 Inhibitor-Associated Bullous Pemphigoid
   Muramatsu K, Kurosawa S, Tsuyuki T, Maenaka K, Ujiie H
   IPPF Scientific Symposium on Pemphigus and Pemphigoid, Lubeck, Germany, 2026

田中 努

1. MHC-I transactivator NLRC5 suppressed development of lung cancer with Kras mutation.
   Tsutomu Tanaka, Sayuri Yoshihama, Suhail Yousuf, Tabasum Sidiq, Yusuke Kasuga, Atsuki Takeishi, Yoshitaka Oda, Steven Cho, Shinya Tanaka, Koichi S Kobayashi
   44th Sapporo international cancer symposium, Sapporo, Hokkaido, 2026
2. Dual Epigenetic intervention to enhance the MHC-I-dependent immune response against solid tumors.
   Alaa Ahmad, Tsutomu Tanaka, An Ning, Xin Sun, Ryota Ouda, Koichi S. Kobayashi.
   44th Sapporo international cancer symposium, Sapporo, Hokkaido, 2026
3. IRF1 plays a significant role in NLRC5-dependent MHC-I antigen presentation pathway.
   Tsutomu Tanaka, Torsten B. Meissner, Saptha Vijayan, Kyoung-Hee Lee, Yuen-Joyce Liu, Isaac Downs, Jason Yeung, Koichi S. Kobayashi.
   The 24th Awaji International Forum on Infection and Immunity., Sapporo, Hokkaido, 2026
4. Defining the role of NF-Y in NLRC5-mediated MHC class I gene expression.
   Zufang Wu, Yuichi Igarashi, Tsutomu Tanaka, Yusuke Kasuga, Koichi Kobayashi
   The 24th Awaji International Forum on Infection and Immunity., Sapporo, Hokkaido, 2026
5. Elucidating Sjögren Disease Pathogenesis Using a Novel Lysosome-Associated Membrane Protein 3-Overexpressing Model
   Tsutomu Tanaka
   17th International Symposium on Sjögren’s Disease (ISSjD 2026), Paris, French, 2026

画像・臨床医学チーム

杉山 拓

1. Microsurgical resection for intermediate-grade brain arteriovenous malformations
   Sugiyama T, Ujihara M, Osanai T, Nakayama N, Fujimura M
   The 18th Korea-Japan Joint Conference on Surgery for Cerebral Stroke (KJJC), Osaka, 2026
2. Age-dependent association between concomitant cilostazol use and delayed ischemic events in clazosentan-treated aneurysmal subarachnoid hemorrhage: A multicenter prospective registry
   Sugiyama T, Nakazaki A, Shimbo D, Ito M, Shimoda Y, Hokari M, Tatezawa R, Ito Y, Gekka M, Uchino H, Fujimura M
   The 18th Korea-Japan Joint Conference on Surgery for Cerebral Stroke (KJJC), Osaka, 2026
3. Surgical Data Science and AI for Advancing Safety Management and Education in Neurosurgery; Data-Driven Analysis of Intraoperative Events
   Sugiyama T
   EANS2026 Hamburg, Hamburg, 2026

藤後 廉

1. “Enhancing Story Visualization via Subject-Aware Inpainting with SOEDiff”
   Hideo Kodama, Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
   International Workshop on Advanced Image Technology (IWAIT), 2026.
2. “Similar Video Retrieval for Laparoscopic Cholecystectomy Videos Based on Image and Text Feature Representations with Temporal Context Integration”
   Taiyo Ikeido, Ren Togo, Takahiro Ogawa, Miki Haseyama
   International Workshop on Advanced Image Technology (IWAIT), 2026.
3. “Dual-Model Weight Selection and Wasserstein Knowledge Distillation for Medical Image Classification”
   Ayaka Tsutsumi, Guang Li, Ren Togo, Takahiro Ogawa, Satoshi Kondo, Miki Haseyama
   IFMIA, 2026.
4. H3GM: HISTORY-GUIDED GLOBAL GEOMETRIC METRIC FOR SINGLE IMAGE TO 3D SCENE GENERATION
   Yuki Katayama, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona (Spain), 2026
5. CROSS-MODAL SIMILAR VIDEO RETRIEVAL IN LAPAROSCOPIC CHOLECYSTECTOMY VIDEOS CONSIDERING TEMPORAL AND HIERARCHICAL INFORMATION
   Taiyo Ikeido, Ren Togo, Takahiro Ogawa, Miki Haseyama
   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona (Spain), 2026
6. Personalized longitudinal medical report generation via temporally-aware federated adaptation
   He Zhu, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama
   The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026, Denver, 2026
7. ADAPTIVE SHARED EXPERTS WITH LORA-BASED MIXTURE OF EXPERTS FOR MULTI-TASK LEARNING
   Minghao Yang, Ren Togo, Guang Li, Takahiro Ogawa, Miki Haseyama
   IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona (Spain), 2026
8. Reranking-based Analysis on Visual and Textual Query Contribution to Composed Image Retrieval
   Huaying Zhang, Ren Togo, Takahiro Ogawa, Miki Haseyama
   ACM International Conference on Multimedia Retrieval (ICMR), Netherlands, 2026
9. Analysis of model merging for integrating adversarial robustness across diverse datasets in CLIP models
   Koshiro Toishi, Keisuke Maeda, Soichiro Kumano, Ren Togo, Toshihiko Yamasaki, Takahiro Ogawa, Miki Haseyama
   IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), Taiwan, 2026
10. Understanding the layer-wise role of text-stream modulation in diffusion transformers
    Hideo Kodama, Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), Taiwan, 2026

国内学会

分子・基礎医学チーム

小田 義崇

1. SARS-CoV2ハムスター肺炎モデルに対する病理学的解析への人工知能の応用
   小田義崇、遠田建、王磊、種井善一、平田健司、福原崇介、佐藤佳、津田真寿美、田中伸哉
   第115回日本病理学会総会，グランドメルキュール札幌大通公園他（札幌市），2026
2. ハイドロゲル誘導がん幹細胞の研究および病理スコアリングの開発
   小田義崇
   第115回日本病理学会総会，グランドメルキュール札幌大通公園他（札幌市），2026

村松 憲

1. 掌蹠に角化を伴った水疱性類天疱瘡の3例
   九冨友里花、村松　憲、浅田将太、片山　奨、伊東孝政、氏家韻欣、氏家英之
   第446回日本皮膚科学会北海道地方会，札幌，2026
2. 病理解剖で閉塞性細気管支炎を確認した腫瘍随伴性天疱瘡の1例
   田中　諒、村松　憲、上野翔子、氏家韻欣、秋山采慧、遠田　建、古賀浩嗣、氏家英之
   第446回日本皮膚科学会北海道地方会，札幌，2026

田中 努

1. SARS-CoV-2 targets MHC class I antigen presenting pathway for immune evasion
   Patrick H.N. Kao, Baohui Zhu, Tsutomu Tanaka, Tomokazu Tamura, Takasuke Fukuhara, Koichi S. Kobayashi
   日本ウイルス学会北海道支部 第59回 夏季シンポジウム，旭川、北海道，2026
2. A novel regulator of MHC-I and innate immune response
   Wei Jie Cheah, Gabriel Talaia, Tsutomu Tanaka, Koichi Kobayashi
   日本ウイルス学会北海道支部 第59回 夏季シンポジウム，旭川、北海道，2026
3. Nobel NLRC5 binding protein regulate tumor growth by altering expression of MHC-I.
   Tsutomu Tanaka, Ryota Ouda, Noyuri Zama, Yoshitaka Oda, Xin Sun, Shinya Tanaka, Koichi S Kobayashi
   第85回日本癌学会，京都，2026
4. A Therapeutic Strategy Targeting Epigenetic Suppressors to Enhance the MHC-I-Mediated Anti-Tumor Response.
   Alaa Ahmad, Tsutomu Tanaka, An Ning, Xin Sun, Ryota Ouda, Koichi S Kobayashi
   第85回日本癌学会，京都，2026

画像・臨床医学チーム

杉山 拓

1. 脳動静脈奇形に対する根治手術戦略と合併性評価
   杉山拓、氏原匡樹、栗栖宏多、長内俊也、藤村幹
   第35回日本脳神経外科手術と機器学会，徳島，2026
2. 脳神経外科の術者教育と手術安全のためのAI導入研究
   杉山拓, 杉森博行, 唐明輝
   第78回日本産婦人科学会学術講演会，札幌，2026

江口 克紀

1. Video- and AI-based assessment of ataxia
   Katsuki Eguchi, Hiroaki Yaguchi, Ichiro Yabe
   第67回日本神経学会学術大会，横浜，2026
2. 歩行動画から小脳性運動失調重症度を予測するAIモデルの事前学習による精度改善
   江口克紀
   第20回パーキンソン病・運動障害疾患コングレス，函館，2026

藤後 廉

1. 出力トークン確率に基づく隠れ状態編集によるMLLMの視覚–知識統合の改善に関する検討
   佐藤雅也，前田圭介，藤後廉，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
2. A Note on Re-ranking using Edited Image Query for Composed Image Retrieval
   Huaying Zhang，Ren Togo，Takahiro Ogawa，Miki Haseyama
   映像情報メディア学会技術報告，札幌，2026
3. A Note on Object-Aware Dataset Distillation with Adaptive Patch Selection
   Longzhen Li，Guang Li，Ren Togo，Keisuke Maeda，Takahiro Ogawa，Miki Haseyama
   映像情報メディア学会技術報告，札幌，2026
4. ラベルノイズ環境におけるNoisy Label LearningとActive Learningの統合に関する検討
   柏木將希，前田圭介，藤後廉，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
5. 手術動画を対象としたフェーズ認識性能向上に向けた時系列情報活用の検討 ～ Transformer型時系列エンコーダ導入が認識精度に及ぼす影響の分析 ～
   池井戸大湧，藤後廉，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
6. Open-Vocabulary物体検出モデルを導入したオブジェクト中心の3Dシーン評価指標に関する検討
   内田結子，藤後廉，前田圭介，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
7. 拡散モデルのトークン制御に基づくストーリー画像生成の一貫性向上に関する検討
   小玉秀郎，吉田将規，藤後廉，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
8. ［特別講演］令和6年度橋梁定期点検要領へ対応するためのIn-context Learningに基づく所見生成AIの拡張
   佐藤雅也，前田圭介，藤後廉，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
9. 特別講演］映像内の局所領域に着目した動作キャプション生成に基づくタイヤ点検動作認識に関する取組
   上川恭平，藤後廉，前田圭介，小川貴弘，長谷山美紀
   映像情報メディア学会技術報告，札幌，2026
10. ［特別講演］ゴム材料生産過程における因果探索に基づく変数間の関連性分析に関する取組
    張華瀛，藤後廉，前田圭介，小川貴弘，長谷山美紀
    映像情報メディア学会技術報告，札幌，2026
11. ［特別講演］大規模マルチモーダルモデルの潜在表現を用いたインテリアコーディネート画像からのスタイル推定に関する一検討
    山森諄也，藤後廉，山城輝久，小川貴弘，長谷山美紀
    映像情報メディア学会技術報告，札幌，2026
12. 因果的Self-Attentionを用いた逐次推薦モデルにおける残差支配がもたらす最終アイテム依存
    神崎恵土，櫻井慶悟，藤後廉，小川貴弘，長谷山 美紀
    第18回データ工学と情報マネジメントに関するフォーラム(DEIM2026)，神戸，2026

アウトリーチ

分子・基礎医学チーム

篠塚 崇徳

• 脳の中の“水”を追いかける
  篠塚 崇徳
  山脇学園中学校・高等学校（東京都港区）

2025

論文

画像・臨床医学チーム

藤後 廉

1. “Privacy-aware continual self-supervised learning on multi-window chest CT for domain shift robustness,”
   Ren Tasai, Guang Li, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama
   Bioengineering, 2025. DOI: 10.3390/bioengineering13010032
2. “TPSMG: Text-controllable polyphonic symbolic music generation,”
   Jinlong Zhu, Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
   ITE Transactions on Media Technology and Applications, 2025. DOI: 10.3169/mta.14.110
3. "Deep-learning-based automatic liver segmentation using computed tomography images in dogs"
   Seungyeon Lee, Genya Shimbo, Nozomu Yokoyama, Kensuke Nakamura, Ren Togo, Takahiro Ogawa, Miki Haseyama and Mitsuyoshi Takiguchi
   Frontiers in Veterinary Science, 2025. DOI: 10.3389/fvets.2025.1681820

受賞

画像・臨床医学チーム

藤後 廉

• 若手優秀論文発表賞
  令和7年度電気・情報関係学会北海道支部連合大会（神崎 恵土, 他)

国際学会

分子・基礎医学チーム

篠塚 崇徳

• " Stimulated Raman scattering imaging visualizes the water dynamics in the mouse brain"
  T. Shinotsuka, Y. Ozeki, M. Yasui, M. Nuriya
  Neuroscience 2025. (2025).

画像・臨床医学チーム

杉山 拓

1. Clinical factors associated with delayed ischemic and non-ischemic adverse events in clazosentan therapy after aneurysmal subarachnoid hemorrhage: A multicenter prospective registry
   Sugiyama T, Hokari M, Shimbo D, Uchino H, Shimoda Y, Okamoto M, Ito Y, Gekka M, Saito H, Yamamoto T, Fujiwara Y, Fujimura M
   EANS (The European Association of Neurosurgical Societies) 2025 Vienna Congress, Vienna, Austria, 2025
2. AI-based Video Analysis of Instrument Motion and Tissue Deformation for Microvascular Anastomosis Training
   Sugiyama T, Tang M, Sugimori H, Fujimura M
   EANS (The European Association of Neurosurgical Societies) 2025 Vienna Congress, Vienna, Austria, 2025

藤後 廉

1. “MLLM-guided Training-free Spherical Panorama Generation from a Single Image”
   Yuki Katayama, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
   ACM SIGGRAPH Asia Posters (SIGGRAPH Asia), 2025.
2. “Lost in the Interface: How Structured UI Complexity Challenges Large Vision Language Models in Games”
   Xiang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
   ACM SIGGRAPH Asia Technical Communications (SIGGRAPH Asia), 2025.

国内学会

分子・基礎医学チーム

村松 憲

1. パンツ型浸潤転移を生じたエクリン汗孔癌の1例
   浅田 将太，村松 憲，宮本 航大，佐藤 聡真，氏家 英之
   第444回日本皮膚科学会北海道地方会．札幌，2025/12
2. 黄色爪症候群の6例
   渡邊 由佳子，椎谷 千尋，村松 憲，瀬尾 拓志，小住 英之，氏家 英之
   第444回日本皮膚科学会北海道地方会．札幌，2025/12

画像・臨床医学チーム

杉山 拓

• 根治性を重視した脳動静脈奇形根治手術における安全性評価
  杉山 拓，栗栖 宏多，氏原 匡樹，長内 俊也，内野 晴登，藤村 幹
  第84回日本脳神経外科学会学術総会，横浜，2025

藤後 廉

1. “ユーザ行動系列エンコーダの周波数特性を考慮した逐次推薦モデルに関する検討,”
   神崎 恵土，櫻井 慶悟，藤後 廉，小川 貴弘，長谷山 美紀
   令和7年度電気・情報関係学会北海道支部連合大会 講演論文集, 2025.
2. “腹腔鏡下胆嚢摘出術動画における時系列表現を考慮した類似動画検索に関する検討,”
   池井戸 大湧，藤後 廉，小川 貴弘，長谷山 美紀
   令和7年度電気・情報関係学会北海道支部連合大会 講演論文集, 2025.
3. “単一画像からの3Dシーン生成における大域的整合性評価指標の提案,”
   片山 優希，藤後 廉，前田 圭介，小川 貴弘，長谷山 美紀
   令和7年度電気・情報関係学会北海道支部連合大会 講演論文集, 2025.
4. “SOEDiffを用いた一貫性のある複数被写体画像生成パイプラインの提案,”
   小玉 秀郎，吉田 将規，藤後 廉，小川 貴弘，長谷山 美紀
   令和7年度電気・情報関係学会北海道支部連合大会 講演論文集, 2025.
5. “推論強化と視覚保持の両立のためのVLMとLLMのモデルマージ手法に関する検討,”
   三ツ井 智哉，藤後 廉，斉藤 直輝，小川 貴弘，長谷山 美紀
   令和7年度電気・情報関係学会北海道支部連合大会 講演論文集, 2025.

招待講演

分子・基礎医学チーム

篠塚 崇徳

• " Visualization of water dynamics in brain: application of the Stimulated Raman Scattering imaging to the neuroscience"
  T. Shinotsuka
  Keio University – Academia Sinica Joint Workshop Multidisciplinary Approach to Living and Active Matter Systems. (2025)

アウトリーチ

分子・基礎医学チーム

篠塚 崇徳

• “巨人の肩の上に立つ”
  篠塚 崇徳
  山脇学園中学校・高等学校（東京都港区）