TOMIYAMA Noriyuki 富山憲幸

Researcher Number	50294070
Other IDs
Affiliation (Current)	2025: 大阪大学, 大学院医学系研究科, 教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 大阪大学, 大学院医学系研究科, 教授 2016 – 2021: 大阪大学, 医学系研究科, 教授 2016: 大阪大学, 大学院医学系研究科, 教授 2011 – 2015: 大阪大学, 医学(系)研究科(研究院), 教授 2014: 大阪大学, 医学系研究科, 教授 … More 2013: 大阪大学, 医学系研究科, 准教授 2012: 大阪大学, 大学院・医学系研究科, 教授 2011: 大阪大学, 医学系・研究科, 教授 2010 – 2011: 大阪大学, 医学系研究科, 教授 2007 – 2009: Osaka University, 医学系研究科, 准教授 2008: 大阪大学, 大学院・医学系研究科, 准教授 2006: Osaka University, Graduate School of Medicine, Associate Professor, 大学院医学系研究科, 助教授 2005: 大阪大学, 大学院医学系研究科, 講師 2004: 大阪大学, 大学院・医学系研究科, 講師 1999 – 2000: 大阪大学, 医学系研究科, 助手 Less
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related / Radiation science / Medical systems / Radiation science Except Principal Investigator Radiation science / Basic Section 52040:Radiological sciences-related / Radiation science / Perception information processing/Intelligent robotics / Basic Section 90130:Medical systems-related / Medical systems / Science and Engineering / Medical sociology
Keywords	Principal Investigator 画像解析 / 間質性肺疾患 / 間質性肺異常影 / フォトンカウンティングCT / 超高精細CT / RECIST / マルチスライスCT / ボリュームデータ / 三次元的体積測定法 / ＲＥＣＩＳＴ … More / マルチスライスＣＴ / 治療効果判定法 / 非小細胞肺癌 / 3次元画像解析 / 慢性間質性肺炎 / 喘息 / COPD / 全肺thin-section volume CT / リモデリング / 肺リモデリング / バイオマーカー / 胸部CT / Computed tomography(CT) / 呼吸不全 / 成人呼吸窮迫症候群 … More Except Principal Investigator CT / MRI / 人工知能 / 画像診断 / コンピュータ支援診断 / 統計アトラス / 肺癌 / contrast / variance / entropy / volume histogram analysis / 病期分類 / 縦隔区分 / 縦隔腫瘍 / セグメンテーション / 確率アトラス / 統計形状モデル / 医用画像 / CT画像 / 関節軟骨 / 血管 / 病理学的完全奏功 / 術前化学療法 / 乳癌 / pCR / Neoadjuvant chemotherapy / Radiogenomics / Breast cancer / 診断能 / Vision transformer / 遺伝子 / 病理学的浸潤成分 / LIME / Vision Transformer / PD-L1 / 肺腺癌 / 超高精細CT / 説明可能なAI / VAE / 自然言語処理 / 異常検知 / 深層学習 / 予後 / ニューラルネットワーク / 浸潤成分 / 病理組織診断 / 肝線維化 / 放射線 / 臨床 / TNM国際病期分類 / 予後因子 / 縦隔区画 / 胸腺上皮性腫瘍 / idiopathic interstitial pneumonia / テクスチャー解析 / 間質性肺炎 / Variant / Entropy / Contrast / ボリュームヒストグラム / volume data / computed tomography / NSIP / UIP / 特発性間質性肺炎 / Volume Histogram Analysis / 原因不明の間質性肺炎 / myocardial perfusion imaging / cardiac magnetic resonance imaging / echocardiographic contrast agent / susceptibility effect / T2短縮効果 / 微小気泡 / 心筋灌流 / 心筋潅流 / T1短縮効果 / T^<2*>短縮効果 / 超音波用微小気泡造影剤 / 心筋潅流画像 / 心臓MRI / 超音波造影剤 / RESERVIOR / COIL MIGRATION / INTERVENTIONAL RADIOLOGY / EMBOL : IZATION / EMBOLIC COIL / 肝腫瘍 / インターベンショナルラジオロジー / リザーバー留置 / コイルの移動 / インタベンショナルラジオロジー / 塞栓術 / 塞栓コイル / 鑑別診断 / 縦隔腫瘍取扱い規約 / 体幹部 / CAD / 肝血管 / 血管識別 / 解剖学的特徴 / 薄面構造 / 分岐構造 / 構造記述 / 予測モデル / 門脈 / 肝臓 / 最適経路探索 / 臓器領域抽出 / 大血管領域抽出 / 血管認識 / 肺葉間裂 / 腹部血管 / 解剖学的ラベル付け / 画像領域抽出ツール / 直交補空間 / 疾患統計アトラス / 専門知識統計モデル / 画像領域抽出 / 医用画像理解 / 統計的形状分割 / 統計的予測 / 正準相関分析 / 自動治療計画 / 複数臓器統計アトラス / 計算解剖モデル / 多重アトラス法 / 筋肉 / Ada Boost / 膵臓 / 多臓器セグメンテーション / 腹部臓器 / Random Forest / 多臓器モデル / 疾患臓器 / 未知撮影範囲 / ベイズ定理 / 臨床意思決定支援 / 部分最小二乗回帰 / ＣＴ画像 / 早期画像診断 / 微小原発性肺癌 / 低被曝 / CDSR法 / 投影変換法 / 微小肺癌 / 診断支援システム / 医療被曝低減 / 近接 / 逆問題 / 厚み計測 / 軟骨 / 最適形状推定 / 血管分岐 / ガイドワイヤー / カテーテル / 亜区域分割 / カテーテル治療 / 肝動脈 / 骨折整復 / 骨折線 / 尾根線 / 多重解像度 / 点広がり関数 / 撮像系特性 / 多重解像度解析 / 画像情報処理 Less

超高精細CTおよびフォトンカウンティングCTによる間質性肺異常影の早期線維化検出Principal Investigator
- Principal Investigator
  
  富山憲幸
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Construction of Radiogenomics Prediction Model for Pathological Complete Response after Preoperative Chemotherapy for Breast Cancer
- Principal Investigator
  
  徳田由紀子
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Development of a general-purpose computer-aided diagnosis system using VAE that can be used for a small number of cases
- Principal Investigator
  
  KIDO SHOJI
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Osaka University
Establishment of a New Lung Cancer Image Analysis Method for Ultra-High Resolution CT: Search for Image Factors Contributing to Diagnostic Performance and AI Analysis
- Principal Investigator
  
  Yanagawa Masahiro
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Establishment of artificial intelligence (deep learning) system for histological diagnosis and prediction of malignancy in lung cancer
- Principal Investigator
  
  Yanagawa Masahiro
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Proposal and evaluation of mediastinal compartment classification and staging using image diagnosis of mediastinal tumors
- Principal Investigator
  
  FUJIMOTO KIMINORI
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Kurume University
Biomarker and CT volumetry for the evaluation of NSCLC after chemotherapyPrincipal Investigator
- Principal Investigator
  
  NORIYUKI TOMIYAMA
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Computer-aided diagnosis using statistical atlas: Estimation of fibrosis stage using MR imaging
- Principal Investigator
  
  HORI MASATOSHI
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Proposal for a new mediastinal compartment classification of transverse plane images for mediastinal masses
- Principal Investigator
  
  FUJIMOTO KIMINORI
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Kurume University
Computer-aided diagnosis in body imaging using statistical atlases.
- Principal Investigator
  
  HORI Masatoshi
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Fundamental technologies for computational anatomy
- Principal Investigator
  
  SATO Yoshinobu
- Project Period (FY)
  2009 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  Osaka University
Atlas-based automated segmentation and anatomical identification of tubular and sheet structures from 3D medical images
- Principal Investigator
  
  SATO Yoshinobu
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  Osaka University
Biomarkers for the evaluation of lung remodeling using CT volume dataPrincipal Investigator
- Principal Investigator
  
  TOMIYAMA Noriyuki
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical systems
- Research Institution
  Osaka University
Accurate recovery of line and sheet structures in 3D medical images based on multiscale local structure analysis and its advanced applications
- Principal Investigator
  
  SATO Yoshinobu
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  Osaka University
Development of the low dose system to assist a diagnosis of micro primary lung cancers by using CT images and plane chest radiography
- Principal Investigator
  
  OGATA Yuji
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical sociology
- Research Institution
  Osaka University
Development of analyzing system for CT findings of idiopathic interstitial pneumonias
- Principal Investigator
  
  JOHKOH Takeshi
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical systems
- Research Institution
  Osaka University
実験動物モデルによる成人呼吸窮迫症候群と荷重部無気肺:画像解析を用いた検討Principal Investigator
- Principal Investigator
  
  富山憲幸
- Project Period (FY)
  1999 – 2000
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Study on vascular occluding devices and establishment of occluding technique using these devices.
- Principal Investigator
  
  MAEDA Munehiro
- Project Period (FY)
  1999 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Possibility of intravenous micro-bubbles as MRI contrast media for myocardial perfusion
- Principal Investigator
  
  HAMADA Seiki
- Project Period (FY)
  1999 – 2001
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka UNIVERSITY

[Book] AIをもとにした画像診断と展望について　放射線治療学改訂7版2023
- Author(s)
  梁川雅弘、富山憲幸
- Total Pages
  4
- Publisher
  南山堂
- Data Source
  KAKENHI-PROJECT-21K07672
[Book] 医学論文から学ぶ臨床医のための疫学・統計 ―診療に生かせる読み解きかた―2023
- Author(s)
  梁川雅弘、富山憲幸
- Total Pages
  8
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-21K07672
[Book] マネジメントに苦慮する疾患　2.肺のすりガラス状結節に対するマネジメント2020
- Author(s)
  梁川雅弘、富山憲幸
- Total Pages
  8
- Publisher
  日独医報
- Data Source
  KAKENHI-PROJECT-18K07713
[Book] 画像診断ガイドライン2013年度版，撮像法およびCQ：胸部2013
- Author(s)
  審良正則，芦澤和人，荒川浩明，岩澤多恵，負門克典，岡田文人，加藤勝也，草野　涼，栗原泰之，坂井修二，酒井文和，佐藤　功，上甲　剛，澄川裕允，高橋康二，高橋雅士，立石宇貴秀，田中伸幸，富山憲幸，藤本公則，松岡　伸，藪内英剛
- Total Pages
  42
- Publisher
  金原出版
- Data Source
  KAKENHI-PROJECT-24591799
[Book] 胸部画像診断スタンダード：縦隔病変－鑑別の基本（原　眞咲）；胸腺腫（富山憲幸）；胸腺癌（藤本公則）；胚細胞性腫瘍（藤本公則）；悪性リンパ腫（藤本公則）；縦隔内甲状腺種，胸郭内甲状腺種（原　眞咲）；神経原生腫瘍（原　眞咲）；縦隔嚢胞性病変（原　眞咲）；2013
- Author(s)
  藤本公則，原　眞咲，富山憲幸
- Total Pages
  334
- Publisher
  メディカル・サイエンス・インターナショナル
- Data Source
  KAKENHI-PROJECT-24591799
[Journal Article] 高精細CTが肺癌画像診断に与える影響：形態および定量評価2024
- Author(s)
  梁川雅弘，秦明典，鈴木裕紀，木戸尚治，富山憲幸
- Journal Title
  
  臨床放射線
  
  Volume: 69 Pages: 11-18
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Prediction of solid and micropapillary components in lung invasive adenocarcinoma:?radiomics analysis from high-spatial-resolution CT data with 1024 matrix2024
- Author(s)
  Ninomiya Keisuke、Yanagawa Masahiro、Tsubamoto Mitsuko、Sato Yukihisa、Suzuki Yuki、Hata Akinori、Kikuchi Noriko、Yoshida Yuriko、Yamagata Kazuki、Doi Shuhei、Ogawa Ryo、Tokuda Yukiko、Kido Shoji、Tomiyama Noriyuki
- Journal Title
  
  Japanese Journal of Radiology
  
  Volume: Online ahead of print Issue: 6 Pages: 1-9
- DOI
  10.1007/s11604-024-01534-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K07672, KAKENHI-PROJECT-21H03840
[Journal Article] Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire2024
- Author(s)
  Kita K, Fujimori T, Suzuki Y, Kaito T, Takenaka S, Kanie Y, Furuya M, Wataya T, Nishigaki D, Sato J, Noriyuki T, Okada S, Kido S
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: 172 Pages: 101897-101897
- DOI
  10.1016/j.compbiomed.2024.108197
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Hybrid Multiple-Organ Segmentation Method Using Multiple U-Nets in PET/CT Images2023
- Author(s)
  Suganuma Y, Teramoto A, Saito K, Fujita H, Suzuki Y, Tomiyama N, Kido S
- Journal Title
  
  Applied Sciences
  
  Volume: 13 Issue: 19 Pages: 10765-10765
- DOI
  10.3390/app131910765
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] 胸部領域を対象とした画像診断AIの現状と展望2023
- Author(s)
  梁川雅弘、秦明典、富山憲幸
- Journal Title
  
  臨床画像
  
  Volume: 39 Pages: 692-698
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] Usefulness of Three-Dimensional Iodine Mapping Quantified by Dual-Energy CT for Differentiating Thymic Epithelial Tumors2023
- Author(s)
  Doi Shuhei、Yanagawa Masahiro、Matsui Takahiro、Hata Akinori、Kikuchi Noriko、Yoshida Yuriko、Yamagata Kazuki、Ninomiya Keisuke、Kido Shoji、Tomiyama Noriyuki
- Journal Title
  
  Journal of Clinical Medicine
  
  Volume: 12 Issue: 17 Pages: 5610-5610
- DOI
  10.3390/jcm12175610
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K06461, KAKENHI-PROJECT-21H03840
[Journal Article] Bimodal artificial intelligence using TabNet for differentiating spinal cord tumors;integration of patient background information and images2023
- Author(s)
  Kita K, Fujimori T, Suzuki Y, Kanie Y, Takenaka S, Kaito T, Taki T, Ukon Y, Furuya M, Saiwai H, Nakajima N, Sugiura T, Ishiguro H, Kamatani T, Tsukazaki H, Sakai Y, Takami H, Tateiwa D, Hashimoto K, Wataya T, Nishigaki D, Sato J, Hoshiyama M, Tomiyama N, Okada S, Kido S
- Journal Title
  
  iScience
  
  Volume: 26 Issue: 10 Pages: 107900-107900
- DOI
  10.1016/j.isci.2023.107900
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] High-quality semi-supervised anomaly detection with generative adversarial networks2023
- Author(s)
  Sato Y, Sato J, Tomiyama N, Kido S
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: - Issue: 11 Pages: 1-11
- DOI
  10.1007/s11548-023-03031-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] New trend in artificial intelligence-based assistive technology for thoracic imaging2023
- Author(s)
  Yanagawa Masahiro、Ito Rintaro、Nozaki Taiki、Fujioka Tomoyuki、Yamada Akira、Fujita Shohei、Kamagata Koji、Fushimi Yasutaka、Tsuboyama Takahiro、Matsui Yusuke、Tatsugami Fuminari、Kawamura Mariko、Ueda Daiju、Fujima Noriyuki、Nakaura Takeshi、Hirata Kenji、Naganawa Shinji
- Journal Title
  
  La radiologia medica
  
  Volume: 128 Issue: 10 Pages: 1236-1249
- DOI
  10.1007/s11547-023-01691-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K07672, KAKENHI-PROJECT-21K07712
[Journal Article] 人工知能による肺結節の診断2022
- Author(s)
  梁川雅弘，鈴木裕紀，木戸尚治，富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 42 Pages: 549-558
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network2022
- Author(s)
  Shoji Kido, Shunske Kidera, Yasushi Hirano, Shingo Mabu, Tohru Kamiya, Nobuyuki Tanaka, Yuki Suzuki, Masahiro Yanagawa, Noriyuki Tomiyama
- Journal Title
  
  Frontiers in Artificial Intelligence
  
  Volume: 5 Pages: 782225-782225
- DOI
  10.3389/frai.2022.782225
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12120, KAKENHI-PROJECT-21H03840
[Journal Article] Three-dimensional conditional generative adversarial network-based virtual thin-slice technique for the morphological evaluation of the spine2022
- Author(s)
  Nakamoto A, Hori M, Onishi H, Ota T, Fukui H, Ogawa K, Masumoto J, Kudo A, Kitamura Y, Kido S, Tomiyama N
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 1-8
- DOI
  10.1038/s41598-022-16637-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Use of artificial intelligence to identify data elements for The Japanese Orthopaedic Association National Registry from operative records2022
- Author(s)
  Kita K, Uemura K, Takao M, Fujimori T, Tamura K, Nakamura N, Wakabayashi G, Kurakami H, Suzuki Y, Wataya T, Nishigaki D, Okada S, Tomiyama N, Kido S
- Journal Title
  
  Journal of Orthopaedic Science
  
  Volume: 28 Issue: 6 Pages: 1-1
- DOI
  10.1016/j.jos.2022.09.003
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Segmentation of Diffuse Lung Abnormality Patterns on Computed Tomography Images using Partially Supervised Learning2022
- Author(s)
  Yuki Suzuki, Shoji Kido, Shingo Mabu, Masahiro Yanagawa, Noriyuki Tomiyama, Yoshinobu Sato
- Journal Title
  
  Advanced Biomedical Engineering
  
  Volume: 11 Issue: 0 Pages: 25-36
- DOI
  10.14326/abe.11.25
- NAID
  130008154494
- ISSN
  2187-5219
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K12120, KAKENHI-PROJECT-21H03840
[Journal Article] Radiologists with and without deep learning-based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses2022
- Author(s)
  Wataya T, Yanagawa M, Tsubamoto M, Sato T, Nishigaki D, Kita K, Yamagata K, Suzuki Y, Hata A, Kido S, Tomiyama N
- Journal Title
  
  European Radiology
  
  Volume: 33 Issue: 1 Pages: 348-359
- DOI
  10.1007/s00330-022-08948-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Development and external validation of a deep learning-based computed tomography classification system for COVID-192022
- Author(s)
  Kataoka Y, Baba T, Ikenoue T, Matsuoka Y, Matsumoto J, Kumasawa J, Tochitani K, Funakoshi H, Hosoda T, Kugimiya A, Shirano M, Hamabe F, Iwata S, Kitamura Y, Goto T, Handa T, Kido S, Fukuma S, Tomiyama N, Hirai T, Ogura T
- Journal Title
  
  Annals of Clinical Epidemiology
  
  Volume: 4 Issue: 4 Pages: 110-119
- DOI
  10.37737/ace.22014
- ISSN
  2434-4338
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] 人工知能による肺結節の診断2022
- Author(s)
  梁川雅弘、鈴木裕紀、木戸尚治、富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 42
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] 【CT再入門-新技術で何がわかる?-】超高精細CTの活用癌の病期分類への影響肺癌(特にT因子)2021
- Author(s)
  梁川雅弘、富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 41 Pages: 964-965
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] Diagnostic performance for pulmonary adenocarcinoma on CT: comparison of radiologists with and without three-dimensional convolutional neural network.2021
- Author(s)
  Yanagawa M, Niioka H, Kusumoto M, Awai K, Tsubamoto M, Satoh Y, Miyata T, Yoshida Y, Kikuchi N, Hata A, Yamasaki S, Kido S, Nagahara H, Miyake J, Tomiyama N.
- Journal Title
  
  European Radiology
  
  Volume: 31 Issue: 4 Pages: 1978-1986
- DOI
  10.1007/s00330-020-07339-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K07713, KAKENHI-PROJECT-20H03908, KAKENHI-PROJECT-21H03840
[Journal Article] Comparative Study of Vessel Detection Methods for Contrast Enhanced Computed Tomography: Effects of Convolutional Neural Network Architecture and Patch Size2021
- Author(s)
  Suzuki Y, Hori M, Kido S, Otake Y, Ono M, Tomiyama T, Sato Y
- Journal Title
  
  Advanced Biomedical Engineering
  
  Volume: 10 Issue: 0 Pages: 138-149
- DOI
  10.14326/abe.10.138
- NAID
  130008122788
- ISSN
  2187-5219
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] 肺癌の定量的CT診断2019
- Author(s)
  梁川雅弘、富山憲幸
- Journal Title
  
  肺癌
  
  Volume: 59 Issue: 1 Pages: 29-36
- DOI
  10.2482/haigan.59.29
- NAID
  130007607426
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Application of deep learning (3-dimensional convolutional neural network) for the prediction of pathological invasiveness in lung adenocarcinoma: A preliminary study.2019
- Author(s)
  Yanagawa M, Niioka H, Hata A, Kikuchi N, Honda O, Kurakami H, Morii E, Noguchi M, Watanabe Y, Miyake J, Tomiyama N
- Journal Title
  
  Medicine (Baltimore)
  
  Volume: 98 Issue: 25 Pages: e16119-e16119
- DOI
  10.1097/md.0000000000016119
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Using Deep Learning Systems to Radiologically Predict Pathologic Invasiveness in Lung Adenocarcinoma.2018
- Author(s)
  Yanagawa M, Tomiyama N.
- Journal Title
  
  IASLC LUNG CANCER NEWS
  
  Volume: V3(N2) Pages: 8-14
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Volumetric analysis of the thymic epithelial tumors: correlation of tumor volume with the WHO classification and Masaoka staging2018
- Author(s)
  Sato Yukihisa、Yanagawa Masahiro、Hata Akinori、Enchi Yukihiro、Kikuchi Noriko、Honda Osamu、Nakanishi Katsuyuki、Tomiyama Noriyuki
- Journal Title
  
  Journal of Thoracic Disease
  
  Volume: 10 Issue: 10 Pages: 5822-5832
- DOI
  10.21037/jtd.2018.09.133
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K09909
[Journal Article] Quantitative Imaging: Quantification of Liver Shape on CT Using the Statistical Shape Model to Evaluate Hepatic Fibrosis2015
- Author(s)
  Hori M, Okada T, Higashiura K, Sato Y, Chen YW, Kim T, Onishi H, Eguchi H, Nagano H, Umeshita K, Wakasa K, Tomiyama N
- Journal Title
  
  Acad Radiol
  
  Volume: 22 Issue: 3 Pages: 303-309
- DOI
  10.1016/j.acra.2014.10.001
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26461789
[Journal Article] Proposal for a new mediastinal compartment classification of transverse plane images according to the Japanese Association for Research on the Thymus (JART) General Rules for the Study of Mediastinal Tumors2014
- Author(s)
  Kiminori Fujimoto, Masaki Hara, Noriyuki Tomiyama, Masahiko Kusumoto, Fumikazu Sakai, Yoshitaka Fujii
- Journal Title
  
  Oncology Reports
  
  Volume: 31 Issue: 2 Pages: 565-574
- DOI
  10.3892/or.2013.2904
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24591799
[Journal Article] Prognostic Importance of Volumetric Measurements in Stage I Lung Adenocarcinoma.2014
- Author(s)
  Yanagawa M, Tanaka Y, Leung AN, Morii E, Kusumoto M, Watanabe S, Watanabe H, Inoue M, Okumura M, Gyobu T, Ueda K, Honda O, Sumikawa H, Johkoh T, Tomiyama N.
- Journal Title
  
  Radiology
  
  Volume: 272 Pages: 557-67
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26461790
[Journal Article] A modern definition of mediastinal compartments.2014
- Author(s)
  Carter BW, Tomiyama N, Bhora FY, Rosado de Christenson ML, Nakajima J, Boiselle PM, Detterbeck FC, Marom EM.
- Journal Title
  
  J Thorac Oncol
  
  Volume: 9 Issue: 9 Pages: S97-S101
- DOI
  10.1097/jto.0000000000000292
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24591799
[Journal Article] Paradoxical signal pattern of mediastinal cysts on T2-weighted MR imaging: phantom and clinical study.2014
- Author(s)
  Ueda K, Yanagawa M, Ueguchi T, Satoh Y, Kawai M, Gyobu T, Sumikawa H, Honda O, Tomiyama N.
- Journal Title
  
  Eur J Radiol
  
  Volume: 83 Issue: 6 Pages: 1016-1021
- DOI
  10.1016/j.ejrad.2014.03.004
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24591799
[Journal Article] Automated preoperative planning of femoral stem in total hip arthroplasty from 3D CT data: Atlas-based approach and comparative study2012
- Author(s)
  Otomaru I, Nakamoto M, Kagiyama Y, Takao M, Sugano N, Tomiyama N, Tada Y, Sato Y
- Journal Title
  
  Medical Image Analysis
  
  Volume: 16(2) Issue: 2 Pages: 415-426
- DOI
  10.1016/j.media.2011.10.005
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21103001, KAKENHI-PLANNED-21103003
[Journal Article] 統計盤解剖学的座標系の自動設定2012
- Author(s)
  横田太, 岡田俊之, 高尾正樹, 菅野伸彦, 多田幸生, 富山憲幸, 佐藤嘉伸
- Journal Title
  
  Medical Imaging Technology
  
  Volume: 30(1) Pages: 43-52
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-21103003
[Journal Article] Nonspecific interstitial pneumonia: histologic correlation with high-resolution CT in 29 patients.2009
- Author(s)
  Sumikawa H, Johkoh T, Ichikado K, Taniguchi H, Kondoh Y, Fujimoto K, Yanagawa M, Inoue A, Mihara N, Honda O, Tomiyama N, Nakamura H, Colby TV.
- Journal Title
  
  Eur J Radiol. 70
  
  Pages: 35-40
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Computed tomography findings in pathological usual interstitial pneumonia: relationship to survival.2008
- Author(s)
  Sumikawa H, Tomiyama N, et. al.,
- Journal Title
  
  Am. J. Respir, . Crit. Care. Med. 177
  
  Pages: 433-439
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Nonspecific interstitial pneumonia: Histologic correlation with high-resolution CT in 29 patients.2008
- Author(s)
  Sumikawa H, Tomiyama N, et. al.,
- Journal Title
  
  Eur. J. Radiol. (In press)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Computed tomography findings in pathological usual interstitial pneumonia: relationship to survival.2008
- Author(s)
  Sumikawa H, Johkoh T, Colby TV, Ichikado K, Suga M, Taniguchi H, Kondoh Y, Ogura T, Arakawa H, Fujimoto K, Inoue A, Mihara N, Honda O, Tomiyama N, Nakamura H, Muller NL.
- Journal Title
  
  Am. J. Respir.. Crit. Care. Med. 177
  
  Pages: 433-439
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Volume Histogram Analysis for Lung Thin-Section Computed Tomography: Differentiation Between Usual Interstitial Pneumonia and Nonspecific Interstitial Pneumonia2007
- Author(s)
  Sumikawa H, Johkoh T, Yamamoto S, Oota M, Ueguchi T, Ogata Y, Matsumoto M, Fujita Y, Natsag J, Inoue A, Mihara N, Honda O, Tomiyama N, Nakamura H
- Journal Title
  
  J Comput Assist Tomogr 31(6)
  
  Pages: 936-42
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Pulmonary adenocarcinomas with ground-glass attenuation on thin-sectionCT: Quantification by three-dimensional image analyzing method.2007
- Author(s)
  Sumikawa H, Tomiyama N, et. al.,
- Journal Title
  
  Eur. J. Radiol. 65
  
  Pages: 104-111
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Volume histogram analysis for lung thin-section CT: Differentiation between usual interstitial pneumonia and nonspecific interstitial pneumonia.2007
- Author(s)
  Sumikawa H, Tomiyama N, et. al.,
- Journal Title
  
  J. Comput. Assist. Tomogr., 31
  
  Pages: 936-942
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Volume histogram analysis for lung thin-section computed tomography: differentiation between usual interstitial pneumonia and nonspecific interstitial pneumonia.2007
- Author(s)
  Sumikawa H, Johkoh T, Yamamoto S, Oota M, Ueguchi T, Ogata Y, Matsumoto M, Fujita Y, Natsag J, Inoue A, Mihara N, Honda O, Tomiyama N, Nakamura H.
- Journal Title
  
  J. Comput. Assist. Tomogr. 31
  
  Pages: 936-942
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Pulmonary adenocarcinomas with ground-glass attenuation on thin-sectionCT: Quantification by three-dimensional image analyzing method.2007
- Author(s)
  Sumikawa H, Johkoh T, Nagareda T, Sekiguchi J, Matsuo K, Fujita Y, Natsag J, Inoue A, Mihara N, Honda O, Tomiyama N, Minami M, Okumura M, Nakamura H.
- Journal Title
  
  Eur. J. Radiol. 65
  
  Pages: 104-111
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19500421
[Journal Article] Volume histogram analysis for lung thin-section computed tomography: differentiation between usual interstitial pneumonia and nonspecificinterstitial pneumonia2007
- Author(s)
  Sumikawa H, Johkoh T, Yamamoto S, Ogata y, matsumoto M, Tomiyama N, 他9名
- Journal Title
  
  Journal of Computer Assisted Tomography 31(6)
  
  Pages: 936-942
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Evaluation of the usefulness of color digital summation radiography in temporally sequential digital radiographs : a phantom study.2006
- Author(s)
  Ogata Y, Naito H, Tomiyama N, Matumoto M, Johkoh T 他8名
- Journal Title
  
  Radiation Medicine 24(3)
  
  Pages: 182-186
- NAID
  10017480124
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Evaluation of Usefulness of Color Digital Summation Radiography for Solitary Pulmonary Nodules on Chest Radiographs.2006
- Author(s)
  Ogata Y, Naito H, Tomiyama N, Matsumoto M, Johkoh T 他9名
- Journal Title
  
  Radiation Medicine 24(5)
  
  Pages: 378-384
- NAID
  10017989881
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Evaluation of Usefulness of Color Digital Summation Radiography in Temporally Sequential Digital Radiographs-A Phantom Study-2006
- Author(s)
  Ogata Y, Naito H, Tomiyama N, Hamada S, Kozuka T, Koyama M, Tsubamoto M, Murai S, Ueguchi T, Matsumoto M, Tamura S, Nakamura H, Johkoh T
- Journal Title
  
  Radiat Med 24(3)
  
  Pages: 182-186
- NAID
  10017480124
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Evaluation of Usefulness of Color Digital Summation Radiography for Solitary Pulmonary Nodules on Chest Radiographs2006
- Author(s)
  Ogata Y, Naito H, Tomiyama N, Hamada S, Tsubamoto M, Inoue A, Murai S, Sumikawa H, Ueguchi T, Matsumoto M, Tamura S, Nishinosono H, Nakamura H, Johkoh T
- Journal Title
  
  Radiat Med 24(5)
  
  Pages: 378-384
- NAID
  10017989881
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18590491
[Journal Article] Evaluation of major aortopulmonary collateral arteries(MAPCAs) using three-dimensional CT angiography : two case reports2004
- Author(s)
  Murai S, Hamada S, Yamamoto S, Khankan AA, Sumikawa H, Inoue A, Tsubamoto M, Honda O, Tomiyama N, Johkoh T, Nakamura H.
- Journal Title
  
  Radiat.Med. 22(3)
  
  Pages: 186-189
- NAID
  10013428392
- Data Source
  KAKENHI-PROJECT-16500318
[Journal Article] Pathologic Subgroups of Nonspecific Interstitial Pneumonia : Differential Diagnosis from Other Idiopathic Interstitial Pneumonias with High-Resolution CT
- Author(s)
  Tsubamoto M, Johkoh T, Ichikado K, Taniguchi H, Kondoh Y, Fujimoto K, Arakawa H, Koyama M, Kozuka T, Murai S, Tomiyama N, Hamada S, Nakamura H, Muller NL.
- Journal Title
  
  J.Comput.Assist.Tomogr. (in press)
- Data Source
  KAKENHI-PROJECT-16500318
[Presentation] Application of natural language processing in AI-CAD2024
- Author(s)
  Kido S, Kita K, Nishigaki D, Tomiyama N
- Organizer
  International Workshop on Advanced Image Technology 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] Toward a New Era of CT Imaging: Current Status and Expectations of Photon Counting CT in the Thoracic Region.2023
- Author(s)
  Yanagawa M, Hata A, Yoshida Y, Ninomiya K, Doi S, Yamagata K, Kikuchi N,　Ogawa R, Tokuda Y, Fujita Y, Enchi Y, Tomiyama N.
- Organizer
  Radiological Society of North America 109th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] High spatial resolution data improves diagnostic performance of machine-learning radiomics model: prediction for invasiveness adenocarcinoma of the lung.2023
- Author(s)
  Yanagawa M, Nagatani Y, Hata A, Moriya H, Sumikawa H, Tsuchiya N, Ohno Y, Iwasawa T, Tomiyama N.
- Organizer
  Radiological Society of North America 109th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Radiological-Histological Correlation On Ultra-High-Resolution CT Using Cadaveric Human Lungs: Nodule and Airway Analysis.2023
- Author(s)
  Hata A, Yanagawa M, Yoshida Y, Ninomiya K, Doi S, Yamagata K, Kikuchi N, Ogawa R, Tokuda Y, Sakaue M, Kawabata S, Enchi Y, Tomiyama N.
- Organizer
  Radiological Society of North America 109th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 正常胸部単純X線写真のみを用いた胸部異常病変検出手法の開発2023
- Author(s)
  佐藤淳哉, 鈴木裕紀, 秦明典, 梁川雅弘, 富山憲幸, 木戸尚治
- Organizer
  第14回呼吸機能イメージング研究学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] 架空画像で訓練した2D U-Netによる，定量化磁化率マッピング3D画像の生成2023
- Author(s)
  綿谷朋大，平岡悠，佐藤淳哉，喜多洸介，富山実幸，鈴木裕紀，高橋洋人，鈴木裕紀，木戸尚治，富山憲幸
- Organizer
  第2回日本医用画像電子情報・人工知能研究会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] ３次元ヨード密度ヒストグラムテクスチャー解析による低・高リスク胸腺腫の鑑別2023
- Author(s)
  土居秀平, 梁川雅弘，秦明典，菊地紀子，吉田悠里子，大平亮介，山形和樹，二宮啓輔，木戸尚治，富山憲幸
- Organizer
  第14回呼吸機能イメージング研究学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] BERT-based Transfer Learning in Sentence-level Anatomical Classification of Free-text Radiology Reports2023
- Author(s)
  Nishigaki D, Suzuki Y, Wataya T, Kita K, Yamagata K, Sato J, Kido S, Tomiyama N.
- Organizer
  Society of Photo-Optical Instrumentation Engineers Medical Imaging 2023, San Diego
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] 頭部CT所見重要度分類における能動学習アルゴリズムの比較2023
- Author(s)
  綿谷朋大，佐藤淳哉，喜多洸介，富山実幸，鈴木裕紀，木戸尚治，富山憲幸
- Organizer
  第42回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] High-Spatial-Resolution CT Can Improve Thoracic Imaging.2023
- Author(s)
  Yanagawa M, Hata A, Kikuchi N, Yoshida Y, Ninomiya K, Doi S, Yamagata K, Ohira R, Tomiyama N.
- Organizer
  The 21st Asian Oceanian Congress of Radiology.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] fine-tuningを用いたCT画像の甲状腺セグメンテーション2022
- Author(s)
  26.山形和樹，喜多洸介，西垣大毅，小田惣也，綿谷朋大，鈴木裕紀，梁川雅弘，木戸尚治，富山憲幸
- Organizer
  第41回日本画像医学会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] 頭部単純CT所見文の重要度分類タスクにおける能動学習の有用性2022
- Author(s)
  綿谷朋大，三浦あづさ，﨑須賀敬央，藤原政宏，佐藤淳哉，富山実幸，西垣大毅，小田惣也，喜多洸介，山形和樹，鈴木裕紀，田中壽，木戸尚治，富山憲幸
- Organizer
  第1回日本医用画像電子情報・人工知能研究会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] Imaging Diagnosis as Biomarkers for Lung Cancer with Driver Oncogene Mutation / Gene Translocation in the Era of Personalized Medicine.2022
- Author(s)
  Yanagawa M, Hata A, Kikuchi N, Yoshida Y, Yamagata K, Doi S, Ninomiya K, Ohira R, Tomiyama N.
- Organizer
  Radiological Society of North America 108th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 自然言語処理を用いた頭部単純CT 所見文の重要度分類2022
- Author(s)
  綿谷朋大，喜多洸介，木戸尚治，富山憲幸
- Organizer
  第4回日本メディカルAI学会学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] BERTを用いた整形外科手術記録からの自動情報抽出システムの開発2022
- Author(s)
  喜多洸介，高尾正樹，綿谷朋大，木戸尚治，富山憲幸
- Organizer
  第4回日本メディカルAI学会学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] High-Spatial-Resolution CT from Normal-Resolution to Super High-Resolution data: Influence on Pathological Invasiveness Prediction of Lung Adenocarcinoma with Machine-Learning Radiomics Software.2022
- Author(s)
  Yanagawa M, Moriya H, Sumikawa H, Tsuchiya N, Ohno Y, Iwasawa T, Hata A, Nagatani Y, Tomiyama N.
- Organizer
  Radiological Society of North America 108th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 自然言語処理入門-AIから見た人間の「言葉」2022
- Author(s)
  綿谷朋大，佐藤淳哉，富山実幸，西垣大毅，小田惣也，喜多洸介，山形和樹，鈴木裕紀，木戸尚治，富山憲幸
- Organizer
  第58回日本医学放射線学会秋季臨床大会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] UTH-BERTを用いた頭部CT所見文の重要度分類2021
- Author(s)
  綿谷朋大，西垣大毅，鈴木裕紀，山形和樹，喜多洸介，木戸尚治，富山憲幸
- Organizer
  第34回電子情報研究会・第4回日本医用画像人工知能研究会合同学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] Chest CT Imaging: From Classical CT Signs To Up-To-Date CT Features.2021
- Author(s)
  Yanagawa M, Hata A, Kikuchi N, Miyata T, Yoshida Y, Yamagata K, Doi S, Ninomiya K, Tomiyama N.
- Organizer
  Radiological Society of North America 107th Scientific Assembly and Annual Meeting (Hybrid meeting).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 肺癌診療におけるAIの臨床活用動向2021
- Author(s)
  木戸尚治，富山憲幸
- Organizer
  第62回日本肺癌学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] 画像診断の現状と今後：コンピュータ支援診断・人工知能を含めて2020
- Author(s)
  富山　憲幸
- Organizer
  第34回愛媛放射線科医会総会・学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Elucidation of a Black Box using Gradient-Weighted Class Activation Maps (Grad-CAMs): What Aspects of CT Images Does Deep Learning See?2020
- Author(s)
  Yanagawa M, Niioka H, Yamasaki S, Miyata T, Yoshida Y, Hata A, Satoh Y, Miyake J, Nagahara H, Tomiyama N.
- Organizer
  The 79th Annual Meeting of the Japan Radiological Society
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 画像診断の現状と今後：コンピュータ支援診断・人工知能を含めて2020
- Author(s)
  富山　憲幸
- Organizer
  第64回日本呼吸器学会中国四国地方会（WEB開催）
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Prediction of Prognosis in Part-solid Ground-Glass Nodules using Deep Learning System: Validation Analyses of Prognostic Results by Automated Volumetric Analysis.2019
- Author(s)
  梁川雅弘、新岡宏彦、渡邉嘉之、本多修、秦明典、菊地紀子、宮田知、吉田悠里子、三宅淳、富山憲幸
- Organizer
  第78会日本医学放射線学会総会
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 画像診断の現状と今後：コンピュータ支援診断・人工知能を含めて2019
- Author(s)
  富山憲幸
- Organizer
  第60回香川県放射線科医会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Utility of CT volumetry and AI for the evaluation of pulmonary nodule2019
- Author(s)
  Tomiyama N.
- Organizer
  Qiantang International Conference on Oncology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] The Combination of Deep Learning Based Denoising and Iterative Reconstruction on Ultra-Low-Dose Chest CT: Image Quality and Lung-RADS Evaluation.2019
- Author(s)
  Hata A, Yanagawa M, Yoshida Y, Miyata T, Kikuchi N, Tsubamoto M, Honda O, Tomiyama N.
- Organizer
  Radiological Society of North America 105th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] The Image Quality of the Newest Deep Learning Image Reconstruction on Chest CT.2019
- Author(s)
  Hata A, Yanagawa M, Yoshida Y, Miyata T, Kikuchi N, Honda O, Tomiyama N. The Image Quality of the Newest Deep Learning Image Reconstruction on Chest CT.
- Organizer
  Radiological Society of North America 105th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 人工知能（深層学習）を用いた肺癌の画像診断：上皮内腺癌（AIS）、微少潤性腺癌（MIA）、浸潤性腺癌（IVA）の鑑別2018
- Author(s)
  梁川雅弘、新岡宏彦、大東寛典、田川聖一、本多修、秦明典、菊地紀子、宮田知、三宅淳、富山憲幸
- Organizer
  第10回呼吸機能イメージング研究会学術集会
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Volumetric Analysis of the Thymic Epithelial Tumors: Correlation with WHO classification and Masaoka Staging2017
- Author(s)
  Tomiyama N, Sato Y, Yanagawa M, Honda O.
- Organizer
  Fleischner Society Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K09909
[Presentation] Differential diagnosis of mediastinal tumors based on a new mediastinal compartment classification on CT2017
- Author(s)
  Tomiyama N
- Organizer
  State of the Art in Chest Imaging International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K09909
[Presentation] Do you Know the Formation Process of Cysts and Cavities? : Radiologic-pathologic Correlation and Spectrum of Diseases?2016
- Author(s)
  Johkoh T, Fukuoka J, Ichikado K, Fujimoto K, Tomiyama N.
- Organizer
  Radiological Society of North America (RSNA2016)
- Place of Presentation
  Chicago, USA
- Year and Date
  2016-11-26
- Data Source
  KAKENHI-PROJECT-15K09909
[Presentation] 撮影条件特有のパラメータチューニングが不要な3次元MRIからの肝臓領域の自動抽出2016
- Author(s)
  政木勇人、平山俊太、横田太、大竹義人、堀雅敏、岡田俊之、富山憲幸、佐藤嘉伸
- Organizer
  電子情報通信学会医用画像研究会
- Place of Presentation
  那覇
- Year and Date
  2016-01-19
- Data Source
  KAKENHI-PROJECT-26461789
[Presentation] Quantification of Pulmonary Nodule: Prediction of Malignancy and Prognosis.2016
- Author(s)
  Yanagawa M, Honda O, Kikuchi N, Hata A, Tomiyama N.
- Organizer
  Radiological Society of North America 102th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2016-11-27
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] Radiological Prediction About Tumor Invasiveness of Lung Adenocarcinoma on High Resolution CT.2015
- Author(s)
  Yanagawa M, Johkoh T, Noguchi M, Morii E, Ueda K, Masada M, Gyobu T, Hata A, Honda O, Tomiyama N.
- Organizer
  Radiological Society of North America 101th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2015-11-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] "カテーテル法における患者固有の最適ガイドワイヤ形状推定,"2014
- Author(s)
  平山俊太，岡田俊之，大須賀慶悟，堀雅敏，富山憲幸，陳延偉，佐藤嘉伸
- Organizer
  生体医用画像研究会第1回若手発表会
- Place of Presentation
  銀杏会館, 大阪大学
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] 撮影範囲未知CT 画像からの解剖学的ランドマークを用いたRandom Forest ベース空間的正規化2014
- Author(s)
  菊池和馬, 岡田俊之, 花岡昇平, 増谷佳孝, 堀雅敏, 富山憲幸, 佐藤嘉伸
- Organizer
  信学技報
- Year and Date
  2014-01-26
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] “撮影範囲未知CT画像からの解剖学的ランドマークを用いたRandom Forestベース空間的正規化”2014
- Author(s)
  菊池和馬, 岡田俊之, 花岡昇平, 増谷佳孝, 堀　雅敏, 富山憲幸, 佐藤嘉伸
- Organizer
  電子情報通信学会技術報告
- Place of Presentation
  沖縄ぶんかテンブス館
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] アスペルギルス感染を合併した両側肺腺癌の一例2014
- Author(s)
  藤原万貴、坪井真悠子、日髙正二朗、上田賢、金澤達、梁川雅弘、本多修、南正人、森井英一、富山憲幸
- Organizer
  第28回胸部放射線研究会
- Place of Presentation
  神戸
- Year and Date
  2014-09-26
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] “肝臓形状に基づく疾患識別における特徴表現法による性能比較”2014
- Author(s)
  東浦圭佑, Dipti Prasad Mukherjee, 岡田俊之, 堀　雅敏, 陳　延偉, 富山憲幸, 佐藤嘉伸
- Organizer
  電子情報通信学会技術報告
- Place of Presentation
  沖縄ぶんかテンブス館
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models, Lecture Notes in Computer Science 81502013
- Author(s)
  Yokota F, Okada T, Takao M, Sugano N, Tada Y, Tomiyama N, Sato Y
- Organizer
  Proc. MICCAI 2013, Part II
- Place of Presentation
  Nagoya, Japan
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] “Abdominal Multi-organ CT Segmentation using Organ Correlation Graph and Prediction-based Shape and Location Priors”2013
- Author(s)
  Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M Summers, Noriyuki Tomiyama, and Yoshinobu Sato
- Organizer
  In proceedings of the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2013)
- Place of Presentation
  名古屋
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] Clinical background and computational evaluation of CT images using statistical shape model2013
- Author(s)
  Masatoshi Hori, Toshiyuk Okada1, Keisuke Higashiura, Yen-Wei Chen, Tonsok Kim, Hiromitsu Onishi, Noriyuki Tomiyama, Yoshinobu Sato、 Hepatic fibrosis
- Organizer
  35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- Place of Presentation
  Osaka
- Year and Date
  2013-07-07
- Data Source
  KAKENHI-PROJECT-22591330
[Presentation] “Utilizing Disease-Specific Organ Shape Components for Disease Discrimination: Application to Discrimination of Chronic Liver Disease from CT Data”2013
- Author(s)
  Dipti Prasad Mukherjee, Keisuke Higashiura, Toshiyuki Okada, Masatoshi Hori, Yen-Wei Chen, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  In proceedings of the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2013)
- Place of Presentation
  名古屋
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] Abdominal Multi-organ CT Segmentation Using Organ Correlation Graph and Prediction-Based Shape and Location Priors, Lecture Notes in Computer Science 81512013
- Author(s)
  Okada T, Linguraru MG, Hori M, Summers RM, Tomiyama N, Sato Y
- Organizer
  Proc. MICCAI 2013, Part III
- Place of Presentation
  Nagoya, Japan
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] Utilizing Disease-Specific Organ Shape Components for Disease Discrimination: Application to Discrimination of Chronic Liver Disease from CT Data, Lecture Notes in Computer Science 81492013
- Author(s)
  Mukherjee DP, Higashiura K, Okada T, Hori M, Chen Y-W, Tomiyama N, Sato Y
- Organizer
  Proc. MICCAI 2013, Part I
- Place of Presentation
  Nagoya Japan
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] A Proposal of a New Method for Mediastinal Compartment Classification of Transverse Plane Image based on The Japanese Association for Research on the Thymus (JART) General Rules for Study of Mediastinal Tumors2012
- Author(s)
  Kiminori Fujimoto, Masaki Hara, Noriyuki Tomiyama, Masahiko Kusumoto, Fumikazu Sakai, et al.
- Organizer
  The 3rd International Thymic Malignancy Interest Group (ITMIG) Conference
- Place of Presentation
  Fukuoka, Japan
- Data Source
  KAKENHI-PROJECT-24591799
[Presentation] Multi-organ segmentation in abdominal CT images2012
- Author(s)
  Okada T, Linguraru MG, Hori M, Suzuki Y, Summers RM, Tomiyama N, Sato Y
- Organizer
  34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- Place of Presentation
  San Diego, USA
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] The Japanese Association for Research on the Thymus (JART) General Rules for Study of Mediastinal Tumors: A Proposal of a New Method for Mediastinal Compartment of Transverse Plane Image2012
- Author(s)
  Kiminori Fujimoto, Masaki Hara, Noriyuki Tomiyama, Masahiko Kusumoto, Fumikazu Sakai, et al.
- Organizer
  The 112th Annual Meeting of the American Roentgen Ray Society
- Place of Presentation
  Vancouver Convention & Exhibition Centre, Canada
- Data Source
  KAKENHI-PROJECT-24591799
[Presentation] Automated muscle segmentation from 3D CT data of the hip using hierarchical multi-atlas method2012
- Author(s)
  Yokota F, Takaya M, Okada T, Takao M, Sugano N, Tada Y, Tomiyama N, Sato Y
- Organizer
  Proc. 12th Annual Meeting of CAOS-International
- Place of Presentation
  Seoul, Korea
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] Abdominal multi-organ segmentation of CT images based on hierarchical spatial modeling of organ interrelations, Lecture Notes in Computer Science 70292012
- Author(s)
  Okada T, Linguraru M G, Yoshida Y, Hori M, Summers R M, Chen Y W, Tomiyama N, Sato Y
- Organizer
  Proc. MICCAI 2011 Workshop on Abdominal Imaging, Computational and Clinical Applications
- Place of Presentation
  Toronto, Canada
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] An automated 3D cup planning in total hip arthroplasty from a standard x-ray radiograph using atlas-based 2D-3D pelvis shape reconstruction2011
- Author(s)
  Otomaru I, Zheng G, Takao M, Sugano N, Tada Y, Tomiyama N, Nolte, L-P, Sato Y
- Organizer
  Proc. 11th Annual Meeting of CAOS-International
- Place of Presentation
  London, UK
- Data Source
  KAKENHI-PLANNED-21103003
[Presentation] 胸部volume CTの定量解析によるlymphangioleiomyomatosisの呼吸機能の評価.2009
- Author(s)
  飛野和則、上甲剛、田中悠子、瀬山邦明、富山憲幸、中村仁信、高橋和久
- Organizer
  第1回呼吸機能イメージング研究会学術集会
- Place of Presentation
  京都
- Data Source
  KAKENHI-PROJECT-19500421
[Presentation] Pulmonary cysts, airway dimensions, respiratory functional abnormalities and prognosis; Quantitative analysis of volumetric CT data in 30 patients with lymphangioleiomyomatosis.2009
- Author(s)
  Tobino K, Johkoh T, Seyama K, Kurihara M, Kikuyama A, Yanagawa M, Inoue A, Sumikawa H, Honda O, Koyama M, Yoshida S, Tomiyama N, Takahashi K.
- Organizer
  Radiological Society of North America 95th Scientific Assembly and Annual Meeting (RSNA'09)
- Place of Presentation
  Chicago, Illinoi, U.S.A.
- Data Source
  KAKENHI-PROJECT-19500421
[Presentation] Pulmonary cysts, airway dimensions, respiratory functional abnormalities and prognosis ; Quantitative analysis of volumetric CT data in 30 patients with lymphangioleiomyomatosis2009
- Author(s)
  Tobino K, Tomiyama N, et al.
- Organizer
  Radiological Society of North America 95^<th> Scientific Assembly and Annual Meeting (RSNA'09)
- Place of Presentation
  Chicago, Illinoi, U.S.A.
- Data Source
  KAKENHI-PROJECT-19500421
[Presentation] 胸部volume CTの定量解析によるCOPDの呼吸機能の評価.2009
- Author(s)
  飛野和則、上甲剛、田中悠子、瀬山邦明、富山憲幸、中村仁信、高橋和久
- Organizer
  第1回呼吸機能イメージング研究会学術集会
- Place of Presentation
  京都
- Year and Date
  2009-01-30
- Data Source
  KAKENHI-PROJECT-19500421
[Presentation] 肺のびまん性陰影におけるCTパターンのvolume histogramによる解析2008
- Author(s)
  澄川裕充, 上甲剛, 梁川雅弘, 大門皇寿, 井上敦夫, 本多修, 吉田重幸, 富山憲幸, 中村仁信
- Organizer
  第67回日本医学放射線学会学術発表会
- Place of Presentation
  横浜
- Year and Date
  2008-04-04
- Data Source
  KAKENHI-PROJECT-19500421
[Presentation] The latest Imaging Assessment for Anti-Tumor Therapy: therapeutic response for various tumors using PET/CT or PET/MRI.
- Author(s)
  Yanagawa M, Watabe T, Isohashi K, Honda O, Ueda K, Sumikawa H, Satoh Y, Kanazawa T, Hidaka S, Masada M, Hatazawa J, Tomiyama N.
- Organizer
  Radiological Society of North America 100th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2014-11-30 – 2014-12-05
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] Quantitative Evaluation of Tumor Invasiveness in Non-Mucinous Adenocarcinoma.
- Author(s)
  Yanagawa M, Johkoh T, Noguchi M, Morii E, Ueda K, Fujiwara M, Kanazawa T, Hidaka S, Honda O, Tomiyama N.
- Organizer
  The 15th Asian Oceanian Congress of Radiology.
- Place of Presentation
  Kobe, Japan
- Year and Date
  2014-09-24 – 2014-09-28
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 肺腺癌新国際分類に基づいた肺結節内のCT値分布の定量解析
- Author(s)
  梁川雅弘、上甲剛、野口雅之、新谷康、奥村明之進、本多修、富山憲幸
- Organizer
  第55回日本肺癌学会学術集会　画像診断　教育講演2　肺縦隔
- Place of Presentation
  京都
- Year and Date
  2014-11-14 – 2014-11-15
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] PET using H215O in non-small cell lung cancer: quantitative evaluation of antiangiogenic therapy effects.
- Author(s)
  Yanagawa M, Matsunaga K, Watabe H, Shimoegawa E, Fujino K, Kato H, Ueda K, Sato Y, Kanazawa T, Hidaka S, Sumikawa H, Honda O, Kijima T, Hatazawa J, Tomiyama N.
- Organizer
  The 73nd Annual Meeting of the Japan Radiological Society.
- Place of Presentation
  Yokohama, Japan
- Year and Date
  2014-04-10 – 2014-04-13
- Data Source
  KAKENHI-PROJECT-26461790

1. Yanagawa Masahiro (00546872)

# of Collaborated Projects: 6 results

# of Collaborated Products: 38 results
2. SATO Yoshinobu (70243219)

# of Collaborated Projects: 5 results

# of Collaborated Products: 18 results
3. HORI Masatoshi (00346206)

# of Collaborated Projects: 5 results

# of Collaborated Products: 13 results
4. JHOKO Takeshi (20263270)

# of Collaborated Projects: 4 results

# of Collaborated Products: 8 results
5. HONDA Osamu (80324755)

# of Collaborated Projects: 4 results

# of Collaborated Products: 19 results
6. OGATA Yuji (60281127)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
7. NAKAMOTO Masahiko (00380634)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
8. KIDO SHOJI (90314814)

# of Collaborated Projects: 3 results

# of Collaborated Products: 24 results
9. 鈴木裕紀 (20845599)

# of Collaborated Projects: 3 results

# of Collaborated Products: 17 results
10. NISHII Takashi (70304061)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
11. MATSUMOTO Mitsuhiro (10362691)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
12. SUGANO Nobuhiko (70273620)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
13. KIM Tonsok (80283753)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
14. ONISHI Hiromitsu (20452435)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
15. CHEN Yen-wei (60236841)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
16. FUJIMOTO KIMINORI (00199366)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
17. SAKAI Fumikazu (30153852)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
18. HARA Masaki (50244562)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
19. KUSUMOTO Masahiko (90252767)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
20. HAMADA Seiki (80198803)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
21. NAITO Hiroaki (60217627)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
22. OKADA Toshiyuki

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
23. TANAKA Hisashi (40294087)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. TAMURA Shinichi (30029540)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
25. YAMAZAKI Takaharu (40432546)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
26. TADA Yukio (70135812)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
27. SUGAMOTO Kazuomi (40294061)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
28. MAEDA Munehiro (30209390)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
29. TAKAHASHI Satoru (40311758)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
30. OKADA Atsuya (90324764)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
31. MURAKAMI Takamichi (20252653)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
32. 津田恭 (20281123)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
33. 新岡宏彦 (70552074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
34. 三宅淳 (70344174)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
35. 間普真吾 (70434321)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
36. 神谷亨 (80295005)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
37. 平野靖 (90324459)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
38. 森井英一 (10283772)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
39. 徳田由紀子 (50522744)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
40. 直居靖人 (30646211)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
41. 秦明典 (10838600)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
42. HIGASHIURA Keisuke

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
43. SUMI akiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
44. KUHARA asako

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
45. MASAKI Yuto

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
46. MORIGUCHI Kazuya

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
47. 平野綱彦

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
48. 松井崇浩

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

TOMIYAMA Noriyuki 富山 憲幸

Research Projects

Research Products

Co-Researchers

超高精細CTおよびフォトンカウンティングCTによる間質性肺異常影の早期線維化検出Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Biomarker and CT volumetry for the evaluation of NSCLC after chemotherapyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Biomarkers for the evaluation of lung remodeling using CT volume dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Principal Investigator

Project Period (FY)

Research Category

TOMIYAMA Noriyuki 富山憲幸

[Book] AIをもとにした画像診断と展望について　放射線治療学改訂7版2023

[Book] 医学論文から学ぶ臨床医のための疫学・統計 ―診療に生かせる読み解きかた―2023

[Book] マネジメントに苦慮する疾患　2.肺のすりガラス状結節に対するマネジメント2020