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ResearcherID: JCE-1174-2023

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Employment (1)

The University of Tokyo: Bunkyo, Tokyo, JP

2023-04-01 to present | Project Assistant Professor (Department of Computational Diagnostic Radiology and Preventive Medicine)
Employment
Source: Self-asserted source
Yuta Nakamura

Education and qualifications (2)

The University of Tokyo: Bunkyo, Tokyo, JP

2019-04-01 to 2023-04-19 | Ph.D. (Division of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo)
Education
Source: Self-asserted source
Yuta Nakamura

The University of Tokyo: Bunkyo, Tokyo, JP

2009-04-01 to 2015-03-31 | Bachelor (The Department of Medicine)
Education
Source: Self-asserted source
Yuta Nakamura

Professional activities (6)

Japan Association for Medical Informatics: Tokyo, JP

2020-06 to present
Membership
Source: Self-asserted source
Yuta Nakamura

The Association for Natural Language Processing: Kyoto, JP

2018-11 to present
Membership
Source: Self-asserted source
Yuta Nakamura

Japan Radiological Society: Tokyo, JP

2017-04 to present
Membership
Source: Self-asserted source
Yuta Nakamura

Young Researcher Association for NLP Studies (YANS): Tokyo, JP

2021-04 to 2023-03 | Program Committee
Invited position
Source: Self-asserted source
Yuta Nakamura

Radiological Society of North America: Bunkyo, Tokyo, JP

2022-10 | Excellent Presentation Award
Distinction
Source: Self-asserted source
Yuta Nakamura

Japan Medical Association: Bunkyo, Tokyo, JP

2021-05 | Young Researcher's Award
Distinction
Source: Self-asserted source
Yuta Nakamura

Works (17)

It is Not Time to Kick Out Radiologists

Asian Bioethics Review
2025-01 | Journal article
DOI: 10.1007/s41649-024-00325-1
Contributors: Yuta Nakamura; Yuki Sonoda; Yosuke Yamagishi; Tomohiro Kikuchi; Takahiro Nakao; Soichiro Miki; Shouhei Hanaoka; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation

JMIR Cancer
2025-01-23 | Journal article
DOI: 10.2196/57275
Contributors: Yosuke Yamagishi; Yuta Nakamura; Shouhei Hanaoka; Osamu Abe
Source: check_circle
Crossref

Axillary Lymphadenopathy after COVID-19 Vaccination: Follow-up for Enlarged Lymph Nodes on MR Imaging

Magnetic Resonance in Medical Sciences
2024 | Journal article
DOI: 10.2463/mrms.mp.2023-0147
Part of ISSN: 1347-3182
Part of ISSN: 1880-2206
Contributors: Noriko Kanemaru; Takeharu Yoshikawa; Soichiro Miki; Takahiro Nakao; Yuta Nakamura; Kotaro Fujimoto; Osamu Abe
Source: Self-asserted source
Yuta Nakamura

No improvement found with GPT-4o: results of additional experiments in the Japan Diagnostic Radiology Board Examination

Japanese Journal of Radiology
2024-11 | Journal article
DOI: 10.1007/s11604-024-01622-3
Contributors: Yuichiro Hirano; Shouhei Hanaoka; Takahiro Nakao; Soichiro Miki; Tomohiro Kikuchi; Yuta Nakamura; Yukihiro Nomura; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

GPT-4 Turbo with Vision fails to outperform text-only GPT-4 Turbo in the Japan Diagnostic Radiology Board Examination

Japanese Journal of Radiology
2024-08 | Journal article
DOI: 10.1007/s11604-024-01561-z
Contributors: Yuichiro Hirano; Shouhei Hanaoka; Takahiro Nakao; Soichiro Miki; Tomohiro Kikuchi; Yuta Nakamura; Yukihiro Nomura; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

Diagnostic Performances of GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro in “Diagnosis Please” Cases

2024-05-27 | Preprint
DOI: 10.1101/2024.05.26.24307915
Contributors: Yuki Sonoda; Ryo Kurokawa; Yuta Nakamura; Jun Kanzawa; Mariko Kurokawa; Yuji Ohizumi; Wataru Gonoi; Osamu Abe
Source: check_circle
Crossref

Towards Improved Radiological Diagnostics: Investigating the Utility and Limitations of GPT-3.5 Turbo and GPT-4 with Quiz Cases

American Journal of Neuroradiology
2024-05-07 | Journal article
DOI: 10.3174/ajnr.a8332
Part of ISSN: 0195-6108
Part of ISSN: 1936-959X
Contributors: Tomohiro Kikuchi; Takahiro Nakao; Yuta Nakamura; Shouhei Hanaoka; Harushi Mori; Takeharu Yoshikawa
Source: Self-asserted source
Yuta Nakamura
grade
Preferred source (of 2)‎

Capability of GPT-4V(ision) in the Japanese National Medical Licensing Examination: Evaluation Study

JMIR Medical Education
2024-03-12 | Journal article
DOI: 10.2196/54393
Contributors: Takahiro Nakao; Soichiro Miki; Yuta Nakamura; Tomohiro Kikuchi; Yukihiro Nomura; Shouhei Hanaoka; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models

Proceedings of the 5th Clinical Natural Language Processing Workshop
2023 | Conference paper
DOI: 10.18653/v1/2023.clinicalnlp-1.2
Contributors: Hitomi Yanaka; Yuta Nakamura; Yuki Chida; Tomoya Kurosawa
Source: Self-asserted source
Yuta Nakamura

Playing the Werewolf game with artificial intelligence for language understanding

2023 | Preprint
DOI: 10.48550/ARXIV.2302.10646
Contributors: Hisaichi Shibata; Soichiro Miki; Yuta Nakamura
Source: Self-asserted source
Yuta Nakamura

ChatGPT for automating lung cancer staging: feasibility study on open radiology report dataset

2023-12-13 | Preprint
DOI: 10.1101/2023.12.11.23299107
Contributors: Yuta Nakamura; Tomohiro Kikuchi; Yosuke Yamagishi; Shouhei Hanaoka; Takahiro Nakao; Soichiro Miki; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

Capability of GPT-4V(ision) in the Japanese National Medical Licensing Examination: Evaluation Study (Preprint)

2023-11-08 | Preprint
DOI: 10.2196/preprints.54393
Contributors: Takahiro Nakao; Soichiro Miki; Yuta Nakamura; Tomohiro Kikuchi; Yukihiro Nomura; Shouhei Hanaoka; Takeharu Yoshikawa; Osamu Abe
Source: check_circle
Crossref

Clinical Comparable Corpus Describing the Same Subjects with Different Expressions

MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation
2022-06-06 | Book chapter
DOI: 10.3233/shti220073
Part of ISSN: 0926-9630
Part of ISSN: 1879-8365
Source: Self-asserted source
Yuta Nakamura

Natural Language Processing: from Bedside to Everywhere

Yearbook of Medical Informatics
2022-06-02 | Journal article
DOI: 10.1055/s-0042-1742510
Part of ISSN: 0943-4747
Part of ISSN: 2364-0502
Source: Self-asserted source
Yuta Nakamura

Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers.

BMC medical informatics and decision making
2021-09-11 | Journal article
DOI: 10.1186/s12911-021-01623-6
PMID: 34511100
PMC: PMC8436473
Source: Self-asserted source
Yuta Nakamura

Computer-aided detection of cerebral aneurysms with magnetic resonance angiography: usefulness of volume rendering to display lesion candidates.

Japanese journal of radiology
2021-02-27 | Journal article
DOI: 10.1007/s11604-021-01099-4
PMID: 33638771
Source: Self-asserted source
Yuta Nakamura

KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records

2020-12-31 | Preprint
ARXIV: arXiv:2101.00036v1
Source: Self-asserted source
Yuta Nakamura

Peer review (6 reviews for 3 publications/grants)

Review activity for Neuroradiology (1)
Review activity for New generation computing. (1)
Review activity for Radiation medicine. (4)
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