園田優貴 (Yuki Sonoda) - マイポータル

基本情報

所属: 順天堂大学放射線科

連絡先: ysonoda-tkyumin.ac.jp
ORCID iD: https://orcid.org/0009-0005-8622-2433
J-GLOBAL ID: 202501020731874151
researchmap会員ID: R000086109

論文

Comparison of publicly available artificial intelligence models for pancreatic segmentation on T1-weighted Dixon images

Yuki Sonoda, Shota Fujisawa, Mariko Kurokawa, Wataru Gonoi, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

Japanese Journal of Radiology 2025年10月
Beyond Reporting: Claude 3.7 Sonnet Accurately Classifies T Stage and Uncovers Omitted Anatomic Invasion in Nasopharyngeal Carcinoma Magnetic Resonance Imaging (MRI) Reports

Yusuke Asari, Ryo Kurokawa, Akifumi Hagiwara, Mariko Kurokawa, Yuki Sonoda, Jun Kanzawa, Shota Fujisawa, Sousuke Hatano, Wataru Gonoi, Osamu Abe

Cureus 2025年8月28日
Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study

Yosuke Yamagishi, Yuta Nakamura, Tomohiro Kikuchi, Yuki Sonoda, Hiroshi Hirakawa, Shintaro Kano, Satoshi Nakamura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

JMIR Medical Informatics 2025年8月28日
Large multimodality model fine-tuned for detecting breast and esophageal carcinomas on CT: a preliminary study.

Koichiro Yasaka, Kawamura M, Sonoda Y, Kubo T, Kiryu S, Abe O

Japanese journal of radiology 2024年12月13日
Evaluating the Role of GPT-4 and GPT-4o in the Detectability of Chest Radiography Reports Requiring Further Assessment.

Kanzawa J, Kurokawa R, Kaiume M, Nakamura Y, Kurokawa M, Sonoda Y, Gonoi W, Abe O

Cureus 2024年12月11日
It is Not Time to Kick Out Radiologists.

Yuta Nakamura, Sonoda Y, Yosuke Yamagishi, Tomohiro Kikuchi, Takahiro Nakao, Soichiro Miki, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

Asian bioethics review 2024年12月3日
Pulmonary metastases of a renal angiomyolipoma: A case report, with whole-exome sequencing analysis

Yuki Sonoda, Masataka Hirasaki, Yoko Usami, Tomoaki Torigoe, Tomonori Kawasaki, Nobuyuki Suzuki, Yukihiro Shiraki, Atsushi Enomoto, Hiroki Imada, Yasutaka Baba

Radiology Case Reports 2024年11月
“This is a quiz” Premise Input: A Key to Unlocking Higher Diagnostic Accuracy in Large Language Models

Yusuke Asari, Ryo Kurokawa, Yuki Sonoda, Akifumi Hagiwara, Jun Kamohara, Takahiro Fukushima, Wataru Gonoi, Osamu Abe

2024年9月23日
Identity Diffuser: Preserving Abnormal Region of Interests While Diffusing Identity

Hisaichi Shibata, Shouhei Hanaoka, Saori Koshino, Soichiro Miki, Yuki Sonoda, Osamu Abe

Applied Sciences 2024年9月20日
Structured Clinical Reasoning Prompt Enhances LLM’s Diagnostic Capabilities in Diagnosis Please Quiz Cases

Yuki Sonoda, Ryo Kurokawa, Akifumi Hagiwara, Yusuke Asari, Takahiro Fukushima, Jun Kanzawa, Wataru Gonoi, Osamu Abe

2024年9月3日
Influence of Prior Probability Information on Large Language Model Performance in Radiological Diagnosis

Takahiro Fukushima, Ryo Kurokawa, Akifumi Hagiwara, Yuki Sonoda, Yusuke Asari, Mariko Kurokawa, Jun Kanzawa, Wataru Gonoi, Osamu Abe

2024年8月28日
Diagnostic performances of Claude 3 Opus and Claude 3.5 Sonnet from patient history and key images in Radiology's "Diagnosis Please" cases.

Kurokawa R, Ohizumi Y, Kanzawa J, Kurokawa M, Sonoda Y, Nakamura Y, Kiguchi T, Wataru Gonoi, Abe O

Japanese journal of radiology 2024年8月3日
Diagnostic performances of GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro in "Diagnosis Please" cases.

Sonoda Y, Kurokawa R, Nakamura Y, Kanzawa J, Kurokawa M, Ohizumi Y, Wataru Gonoi, Abe O

Japanese journal of radiology 2024年7月1日
Fenestration of the superior cerebellar artery diagnosed by magnetic resonance angiography

Yuki Sonoda, Akira Uchino, Shinya Kohyama, Yasutaka Baba

Radiology Case Reports 2023年12月