Fujima N、Andreu-Arasa VC、Meibom SK、Mercier GA、Truong MT、Sakai O: Prediction of the human papillomavirus status in patients with oropharyngeal squamous cell carcinoma by FDG-PET imaging dataset using deep learning analysis:A hypothesis-generating study. Eur J Radiol. Published online:March 5.2020

Manabe O、Oyama-Manabe N、Tamaki N:Positron emission tomography/MRI for cardiac diseases assessment. Br J Radiol. 2020 Feb 14:20190836. Doi:10.1259/bjr.20190836. [Epub ahead of print]

Watanabe S、Inoue T、Okamoto S、Magota K、Takayanagi A、Sakakibara-Konishi J、Katoh N、Hirata K、Manabe O、Toyonaga T、Kuge Y、Shirato H、Tamaki N、Shiga T:Combination of FDG-PET and FMISO-PET as a treatment strategy for patients undergoing early-stage NSCLC stereotactic radiotherapy. EJNMMI Res. 2019 Dec 4;9(1):104.

Manabe O、Koyanagawa K、Hirata K、Oyama-Manabe N、Ohira H、Aikawa T、Furuya S、Naya M、Tsujino I、Tomiyama Y、Otaki Y、Anzai T、Tamaki N:Prognostic Value of 18F-FDG PET Using Texture Analysis in Cardiac Sarcoidosis. JACC Cardiovasc Imaging. 2020 in press

Furuya S、Naya M、Manabe O、Hirata K、Ohira H、Aikawa T、Koyanagawa K、Magota K、Tsujino I、Anzai T、Kuge Y、Oyama-Manabe N、Kudo K、Shiga T、Tamaki N:18F-FMISO PET/CT detects hypoxic lesions of cardiac and extra-cardiac involvement in patients with sarcoidosis.J Nucl Cardiol 2019 Dec 9. Doi:10.1007/s12350-019-01976-6. [Epub ahead of print]

Kobayashi K、Manabe O、Hirata K、Yamaguchi S、Kobayashi H、Terasaka S、 Toyonaga T、Furuya S、Magota K、Kuge Y、Kudo K、Shiga T、Tamaki:Influence of the scan time point when assessing hypoxia in 18F-fluoromisonidazole PET:2 vs. 4 h.Eur J Nucl Med Mol Imaging. 2019 Nov 28. Doi:10.1007/s00259-019-04626-8. [Epub ahead of print]

Manabe O、Oyama-Manabe N、Nagai T、Furuya S、Anzai T:Detailed visualization of the right and left ventricular、left atrial、and epicardial involvement of cardiac sarcoidosis with novel semiconductor PET/CT. Eur J Nucl Med Mol Imaging. 2019 Nov 12. Doi:0.1007/s00259-019-04577-0. [Epub ahead of print]

Shimizu Y、Kudo K、Kameda H、Harada T、Fujima N、Toyonaga T、Tha KK、Shirato H:Prediction of Hypoxia in Brain Tumors Using a Multivariate Model Built from MR Imaging and 18F-Fluorodeoxyglucose Accumulation Data.Magn Reson Med Sci. 2019 Oct 15. Doi:10.2463/mrms.mp.2019-0049. [Epub ahead of print]

Morita R、Abo D、Sakuhara Y、Soyama T、Katoh N、Miyamoto N、Uchinami Y、 Shimizu S、Shirato H、Kudo K:Percutaneous insertion of hepatic fiducial true-spherical markers for real-time adaptive radiotherapy.Minim Invasive Ther Allied Technol.2019 Sep 13:1-10. Doi:10.1080/13645706.2019.1663217. [Epub ahead of print]

Fujima N、Shimizu Y、Yoshida D、Kano S、Mizumachi T、Homma A、Yasuda K、 Onimaru R、Sakai O、Kudo K、Shirato H:Machine-Learning-Based Prediction of Treatment Outcomes Using MR Imaging-Derived Quantitative Tumor Information in Patients with Sinonasal Squamous Cell Carcinomas:A Preliminary Study.Cancers (Basel). 2019 Jun 10;11(6). pii:E800. Doi:10.3390/cancers11060800.

Manabe O、Ohira H、Hirata K、Hayashi S、Naya M、Tsujino I、Aikawa T、Koyanagawa K、Oyama-Manabe N、Tomiyama Y、Magota K、Yoshinaga K、Tamaki N:Use of 18F-FDG PET/CT texture analysis to diagnose cardiac sarcoidosis. Eur J Nucl Med Mol Imaging. 2019 Jun;46(6):1240-1247. Doi:10.1007/s00259-018-4195-9. Epub 2018 Oct 16.

Manabe O、Naya M、Oyama-Manabe N、Koyanagawa K、Tamaki N:The role of multimodality imaging in takotsubo cardiomyopathy. J Nucl Cardiol. 2019 Oct;26(5):1602-1616. Doi:10.1007/s12350-018-1312-x. Epub 2018 Jun 1. 

Manabe O、Kroenke M、Aikawa T、Murayama A、Naya M、Masuda A、Oyama-Manabe N、Hirata K、Watanabe S、Shiga T、Katoh C、Tamaki N:Volume-based glucose metabolic analysis of FDG PET/CT:The optimum threshold and conditions to suppress physiological myocardial uptake. J Nucl Cardiol. 2019 Jun;26(3):909-918. Doi:10.1007/s12350-017-1122-6. Epub 2017 Dec 14.

Watanabe S、Shiga T、Hirata K、Magota K、Okamoto S、Toyonaga T、Higashikawa K、Yasui H、Kobayashi J、Nishijima KI、Iseki K、Matsumoto H、Kuge Y、Tamaki N:Biodistribution and radiation dosimetry of the novel hypoxia PET probe [(18)F]DiFA and comparison with [(18)F]FMIS EJNMMI Res. 2019 Jul 5;9(1):60.

Kikuchi Y、Naya M、Oyama-Manabe N、Manabe O、Sugimori H、Kudo K、Kato F、 Aikawa T、Tsutsui H、Tamaki N、Shirato H:Assessment of Coronary Flow Velocity Reserve in the Left Main Trunk Using Phase-contrast MR Imaging at 3T:Comparison with 15O-labeled Water Positron Emission Tomography.Magn Reson Med Sci.2019 Apr 10;18(2):134-141.Doi:10.2463/mrms.mp.2018-0003.Epub 2018 Jul 26.

Manabe O、Naya M、Aikawa T、Yoshinaga K:O-15-labeled Water is the Best Myocardial Blood Flow Tracer for Precise MBF Quantification Ann Nucl Cardiol.2019; 5(1):69-72.

Kato F、Kudo K、Yamashita H、Baba M、Shimizu A、Oyama-Manabe N、Kinoshita R、Li R、Shirato H:Predicting metastasis in clinically negative axillary lymph nodes with minimum apparent diffusion coefficient value in luminal A-like breast cancer.Breast Cancer.2019 Sep;26(5):628-636.doi:10.1007/s12282-019-00969-0.Epub 2019 Apr 1.

Tsuneta S、Oyama-Manabe N、Takeda A、Taniguchi K、Manabe O:The detection of retrograde flow from the left anterior descending artery into the main pulmonary artery by 4D-flow cardiac magnetic resonance in a patient with Bland-White-Garland syndrome. Eur Heart J Cardiovasc Imaging. 2019 Apr 1;20(4):488. doi:10.1093/ehjci/jey222.


 Shima T、Fujima N、Yamano S、Kudo K、Hirata K、Minowa K:Evaluation of non-Gaussian model-based diffusion-weighted imaging in oral squamous cell carcinoma:comparison with tumour functional information derived from positronemission tomography.Clin Radiol.2020 in press

Hamaguchi N、Fujima N、Hamaguchi A、Kodera S:Improved Depictions of the Anterior Choroidal Artery and Thalamoperforating Arteries on 3D-CTA Images Using Model-based Iterative Reconstruction.Acad Radiol.2020 Feb 6.pii:S1076-6332(20)30037-4.doi:10.1016/j.acra.2020.01.010.

Miura S、Naya M、Manabe O、Ando A、Usami A、Miyazaki C、Yamashita T、Ohkawa Y:Effects of ligation of a coronary artery fistula on coronary blood flow. J Nucl Cardiol.2019 Dec 24.doi:10.1007/s12350-019-02003-4.[Epub ahead of print] No abstract available.

Karády J、Mayrhofer T、Foldyna B、Ivanov A、Kikuchi Y、Ferencik M、Lu MT、Puchner SB、Emami H、Meyersohn NM、Bittner DO、Maurovich-Horvat P、Douglas PS、Hoffmann U:Left Ventricular Intramyocardial Fat Detected on Cardiac Computed Tomograpgy in Patients With Stable Chest Pain. JACC Cardiovasc Imaging. 2020 Jan 9.pii:S1936-878X(19)31182-9.doi:10.1016/j.jcmg.2019.12.012.[Epub ahead of print] No abstract available.

Surmak AJ、Wong KP、Cole GB、Hirata K、Aabedi AA、Mirfendereski O、Mirfendereski P、Yu AS、Huang SC、Ringman JM、Liebeskind DS、Barrio JR:Probing Estrogen Sulfotransferase-Mediated Inflammation with [11C]-PiB in the Living Human Brain.J Alzheimers Dis.2019 Dec 26.

Hamaguchi A、Fujima N、Hamaguchi N、Hayashi T、Kodera S:Delivering the diluted contrast agent with saline via a spiral flow tube improves arterial enhancement for contrast enhancement of magnetic resonance angiography of the neck:A retrospective study.Medicine (Baltimore).2019 Dec;98(52):e18526.

Koyanagawa K、Naya M、Aikawa T、Manabe O、Furuya S、Kuzume M、Oyama-Manabe N、Ohira H、Tsujino I、Anzai T:The rate of myocardial perfusion recovery after steroid therapy and its implication for cardiac events in cardiac sarcoidosis and primarily preserved left ventricular ejection fraction.J Nucl Cardiol.2019 Oct 11.doi:0.1007/s12350-019-01916-4.[Epub ahead of print]

Iwasaki M、Yokohama T、Oura D、Furuya S、Niiya Y、Okuaki T:Decreased Value of Highly Accurate Fractional Anisotropy Using 3-Tesla ZOOM Diffusion Tensor Imaging After Decompressive Surgery in Patients with Cervical Spondylotic Myelopathy:Aligned Fibers Effect.World Neurosurg X.2019 Jul 26;4:100056.doi:10.1016/j.wnsx.2019.100056.eCollection 2019 Oct.

Miller RJH、Manabe O、Tamarappoo B、Hayes S、Friedman J、Slomka PJ、Patel J、Kobashigawa J、Berman DS:Clarifying the Utility of Myocardial Blood Flow and Myocardial Flow Reserve After Cardiac Transplant.J Nucl Med.2019 Oct 10.pii:jnumed.119.236190.doi:10.2967/jnumed.119.236190.

Kazumata K、Tha KK、Tokairin K、Ito M、Uchino H、Kawabori M、Sugiyama T:Brain structure、connectivity、and cognitive changes following revascularization surgery in adult moyamoya disease. Neurosurgery 85(5): E943-E952.2019 Nov 1

Abe N、Kato M、Fujieda Y、Narita H、Tha KK、Atsumi T:Tumour necrosis factor alpha blockade for non-inflammatory pain:beyond inflammation? Scand J Rheumatol 48(6):519-521, 2019

Mori F、Ishida F、Natori T、Miyazawa H、Kameda H、Harada T、Yoshioka K、Yamashita F、Uwano I、Ito K、Sasaki M:Computational Fluid Dynamics Analysis of Lateral Striate Arteries in Acute Ischemic Stroke Using 7T High-resolution Magnetic Resonance Angiography.J Stroke Cerebrovasc Dis.2019 Nov;28(11):104339.doi:10.1016/j.jstrokecerebrovasdis.2019.104339. Epub 2019 Aug 24.

Otaki Y、Lassen ML、Manabe O、Eisenberg E、Gransar H、Wang F、Lee YJ、Tzolos E、Berman DS、Slomka PJ:Short-term repeatability of myocardial blood flow using 82Rb PET/CT:The effect of arterial input function position and motion correction. J Nucl Cardiol.2019 Sep 26.doi:10.1007/s12350-019-01888-5.

Aikawa T、Naya M、Koyanagawa K、Manabe O、Obara M、Magota K、Oyama-Manabe N、Tamaki N、Anzai T:Improved regional myocardial blood flow and flow reserve after coronary revascularization as assessed by serial 15O-water positron emission tomography/computed tomography.Eur Heart J Cardiovasc Imaging.2019 Sep 23.pii:jez220.doi:10.1093/ehjci/jez220.[Epub ahead of print]

Miyamoto N、Maeda K、Abo D、Morita R、Takao S、Matsuura T、Katoh N、Umegaki K、Shimizu S、Shirato H:Quantitative evaluation of image recognition performance of fiducial markers in real-time tumor-tracking radiation therapy.Physica Medica 2019 sep 65:33-39.

Otaki Y、Manabe O、Miller RJH、Manrique A、Nganoa C、Roth N、Berman DS、Germano G、Slomka PJ、Agostini D:Quantification of myocardial blood flow by CZT-SPECT with motion correction and comparison with 15O-water PET.J Nucl Cardiol.2019 Aug 26.doi:10.1007/s12350-019-01854-1.

Tokuda Y、Sakakibara M、Yoshinaga K、Yamada S、Kamiya K、Asakawa N、Yoshitani T、Noguchi K、Manabe O、Tamaki N、Tsutsui H:Early therapeutic effects of adaptive servo-ventilation on cardiac sympathetic nervous function in patients with heart failure evaluated using a combination of 11C-HED PET and 123I-MIBG SPECT.J Nucl Cardiol.2019 Aug;26(4):1079-1089.

Miller RJH、Manabe O (contributed author)、Tamarappoo BK、Hayes S、Friedman J、Slomka PJ、Patel J、Kobashigawa J、Berman DS:Comparative Prognostic and Diagnostic Value of Myocardial Blood Flow and Myocardial Flow Reserve After Cardiac Transplant.J Nucl Med.2019 Aug 26. pii:jnumed.119.229625. doi:10.2967/jnumed.119.229625.

Abe N、Kato M、Kono M、Fujieda Y、Ohira H、Tsujino I、Oyama-Manabe N、Oku K、Bohgaki T、Yasuda S、Atsumi T:Right ventricular dimension index by cardiac magnetic resonance for prognostication in connective tissue diseases and pulmonary hypertension.Rheumatology (Oxford). 2019 Aug 19. pii:kez336.doi:10.1093/rheumatology/kez336. [Epub ahead of print]

Miyata M、Kakeda S、Kudo K、Iwata S、Tanaka Y、Wang Y、Korogi Y:Evaluation of oxygen extraction fraction in systemic lupus erythematosus patients using quantitative susceptibility mapping.J Cereb Blood Flow Metab.2019 Aug;39(8):1648-1658.doi:10.1177/0271678X18764829.Epub 2018 Mar 16.

Miyamoto N、Maeda K、Abo D、Morita R、Takao S、Matsuura T、Katoh N、Umegaki K、Shimizu S、Shirato H:Quantitative evaluation of image recognition performance of fiducial markers in real-time tumor-tracking radiation therapy.Phys Med.2019 Sep;65:33-39.doi:10.1016/j.ejmp.2019.08.004.Epub 2019 Aug 12.

Kolossváry M、Karády J、Kikuchi Y、Ivanov A、Schlett CL、Lu MT、Foldyna B、Merkely B、Aerts HJ、Hoffmann U、Maurovich-Horvat P:Radiomics versus Visual and Histogram-based Assessment to Identify Atheromatous Lesions at Coronary CT Angiography:An ex Vivo Study.Radiology.2019 Oct;293(1):89-96.doi:10.1148/radiol.2019190407.Epub 2019 Aug 6.

Kushiya H、Noji T、Abo D、Soyama T、Tanaka K、Nakanishi Y、Asano T、Nakamura T、Tsuchikawa T、Okamura K、Hirano S:Treatment of bleeding from a portion of pancreatojejunostomy after pancreaticoduodenectomy with division of the splenic vein:two case reports.Surg Case Rep.2019 Aug 8;5(1):128.doi: 10.1186/s40792-019-0687-5.

Komoriyama H、Tsuneta S、Oyama-Manabe N、Kamiya K、Nagai T:Four-dimensional flow magnetic resonance imaging visualizes significant changes in flow pattern and wall shear stress in the ascending aorta after transcatheter aortic valve implantation in a patient with severe aortic stenosis. Eur Heart J Cardiovasc Imaging.2019 Jul 20.pii:jez192.doi:10.1093/ehjci/jez192.[Epub ahead of print]

Sakuhara Y、Nishio S、Hattanda F、Soyama T、Takahashi B、Abo D、Mimura H:Initial experience with the use of tris-acryl gelatin microspheres for transcatheter arterial embolization for enlarged polycystic liver.Clin Exp Nephrol.2019 Jun;23(6):825-833.Doi:10.1007/s10157-019-01714-9.Epub 2019 Feb 15.

Nishiyama Y、Kinuya S、Kato T、Kayano D、Sato S、Tashiro M、Tatsumi M、Hashimoto T、Baba S、Hirata K、Yoshimura M、Yoneyama H:Nuclear medicine practice in Japan:a report of the eighth nationwide survey in 2017.Ann Nucl Med.2019 Jun 24.

Tamarappoo B、Otaki Y、Manabe O、Hyun M、Cantu S、Arnson Y、Gransar H、Hayes SW、Friedman JD、Thomson L、Slomka P、Dey D, Vescio R, Patel J, Berman DS:Simultaneous Tc-99m PYP/Tl-201 dual-isotope SPECT myocardial imaging in patients with suspected cardiac amyloidosis.J Nucl Cardiol. 2019 Jun 6. doi:10.1007/s12350-019-01753-5.

Takahashi Y、Iwano H、Nakano I、Fukushima A、Naya M、Shimizu A、Matsuno Y、Oyama-Manabe N、Anzai T:POEMS Syndrome Showing Left Ventricular Dysfunction and Extracellular Edema Assessed by Cardiac Magnetic Resonance Imaging.Intern Med.2019 Sep 1;58(17):2539-2543.doi:10.2169/internalmedicine.2842-19.Epub 2019 May 22.

Endo K、Takahata M、Sugimori H、Yamada S、Tadano S、Wang J、Todoh M、Ito YM、Takahashi D、Kudo K、Iwasaki N:Magnetic resonance imaging T1 and T2 mapping provide complementary information on the bone mineral density regarding cancellous bone strength in the femoral head of postmenopausal women with osteoarthritis.Clin Biomech (Bristol, Avon).2019 May;65:13-18. doi:10.1016/j.clinbiomech.2019.03.010.Epub 2019 Mar 20.

Kawauchi K、Hirata K、Katoh C、Ichikawa S、Manabe O、Kobayashi K、Watanabe S、Furuya S、Shiga T:A convolutional neural network-based system to prevent patient misidentification in FDG-PET examinations. Sci Rep.2019 May 10;9(1):7192.Doi:10.1038/s41598-019-43656-y.

Aoike S、Sugimori H、Fujima N、Suzuki Y、Shimizu Y、Suwa A、Ishizaka K、Kudo K:Three-dimensional Pseudo-continuous Arterial Spin-labeling Using Turbo-spin Echo with Pseudo-steady State Readout:A Comparison with Other Major Readout Methods.Magn Reson Med Sci.2019 Apr 10;18(2):170-177.doi:10.2463/mrms.tn.2018-0031.Epub 2018 Oct 12.

Matsumoto H、Watanabe S、Kyo E、Tsuji T、Ando Y、Eisenberg E、Otaki Y、Manabe O、Cadet S、Slomka PJ、Tamarappoo BK、Berman DS、Dey D:Improved Evaluation of Lipid-Rich Plaque at Coronary CT Angiography:Head-to-Head Comparison with Intravascular US.Radiology:Cardiothoracic Imaging 2019; 1(5):e190069

Takamiya S、Osanai T、Seki T、Fujima N、Hida K、Asano T、Yamazaki K、Hamauchi S、Sasamori T、Ono K、Terasaka S、Houkin K:Estimation of the number of feeding arteries of spinal arteriovenous malformations by using three-dimensional digital subtraction angiography.Eur Spine J.2019 Apr;28(4):842-848.

Hayashi T、Fujima N、Hamaguchi A、Masuzuka T、Hida K、Kodera S:Non-invasive three-dimensional bone-vessel image fusion using black bone MRI based on FIESTA-C.Clin Radiol.2019 Apr; 74(4):326.e15-326.e21.


板垣 有紀、西田 睦、常田 慧徳、佐藤 恵美、工藤 悠輔、表原 里実、渋谷 斉、岡田 宏美、松野 吉宏、蒲池 浩文:車輻状の血管構築を呈した転移性肝神経内分泌腫瘍の1例、超音波医学.2020;47巻.2号.p.93-99


Suzuki Y、Fujima N、van Osch MJP:Intracranial 3D and 4D MR Angiography Using Arterial Spin Labeling:Technical Considerations.Magn Reson Med Sci.2019 Nov 22.doi:10.2463/mrms.rev.2019-0096.

Miyagawa M、Watanabe E、Kawaguchi N、Tashiro R、Sarai M、Manabe O、Oyama-Manabe N、Watanabe A、Toyama H:FDG PET/CT for Sarcoidosis、Editors:Toyama H、Li Y、Hatazawa J、Huang G、Kubota K.(Eds.):PET/CT for Inflammatory Diseases. Basic Sciences.Typical Cases and Review

Tha KK:Cognitive impairment、neuroinflammation、and MRI.J Magn Reson Imaging

Niu T、Sun X、Yang P、Cao G、Tha KK、Shirato H、Horst K、Xing L:Pathways to radiomics-aided clinical decision-making for precision medicine、pp 193-202 (Edited by Li R、Xing L、Napel S、Rubin DL:Radiomics and Radiogenomics:Technical Basis and Clinical Applications.Chapman and Hall/CRC)、Published July 3.2019.


 真鍋治:臨床核医学 52(5)  2019;69-71.留学記 at Cedars-Sinai Medical Center

平田健司、真鍋治、志賀哲:臨床画像 2019;35(8): 909-917. PETに対するtexture解析 – 生物学的視点から臨床使用における問題点まで ?

藤間憲幸、清水幸衣、工藤與亮:MRI 再入門 ─放射線科医のためのマストアイテム─ Part 1、頭部 MRI:脳腫瘍と脱髄・炎症疾患、画像診断 2月号(40巻2号)、180-190、2020

タ キンキン:エキスパートによるRSNA 2019ベストリポート(中枢神経系):Innervision、2020年2月号RSNA 2019特集

澤村大輔、タ キンキン:画像情報を作業療法に活かす、脳の最新研究知見を作業療法に活かす、作業療法ジャーナル、2020年2月出版予定(In press)



 真鍋徳子循環器ジャーナル.2019;67: 344-48虚血性心疾患CT Perfusionを活用する

 真鍋徳子、真鍋治:心臓.2019; 51:788-793、画像データの活用:人の眼ではみえない世界へ

阿保大介、曽山武士、森田亮、吉野裕紀、工藤與亮:肝・胆・膵 (0389-4991)79巻4号 Page769-778(2019.10) 、肝胆膵の救急疾患とその最新の治療現場、肝胆膵領域疾患への新しいmodality 腹部領域IVRでの先端可動型マイクロカテーテルの有用性(解説/特集)

阿保大介、曽山武士、森田亮:Current Topics:臨床画像2019年12月号(Vol35、No.12)、最近の膵インターベンション4.膵液瘻に対する経皮的インターベンションの実際

阿保大介、中村透、曽山武士、森田亮、吉野裕紀、木村輔、金谷本真、小泉富基、工藤與亮、平野聡:特集:膵癌に関連する血管系IVR DP-CAR術前の血流改変術 Preoperative embolization in preparation for distal pancreatectomy with en bloc celiac axis resection. 日本血管造影・インターベンショナルラジオロジー学会雑誌. 2018 33(3):229-235

高木祐樹、澤村大輔、タ キンキン、大槻美佳:fMRI (機能的磁気共鳴画像):失語症と高次脳機能障害、臨床リハ、28(12)、1132-1139、2019

曽山武士:マイクロカテーテルのカテーテライゼーションテクニックの歴史、 Rad Fan IVR BOOK 2019 17(12):86-90


志村亮祐、高柳歩、志藤元泰、工藤與亮:医歯薬出版株式会社 2019 Vol.28 No.3 P212-217、MRI diffusion-perfusion mismatch:虚血コアとペナンブラのイメージング

前田彰彦、工藤與亮、原田太以佑、亀田浩之、大野敬司、櫻井勇斗、下平晴記、吉田秀俊、平博司:ISOTOPE NEWS No.765 (2019)10月号 P38-42、17O‒MRI による脳の画像診断法


学会発表 (国際学会)

 ARRS (American Roentgen Ray Society) annual meeting, Honolulu, USA, 2019.05.05-10

Oyama-Manabe N:Late Gadolinium enhanced MRI for Duchenne and Becker muscular dystrophy

 Kato F、Kudo K、Yamashita H、Baba M、Shimizu A、Manabe N、Shirato H:Evaluation of Axillary Lymph Node Status using Minimum ADC of Breast Lesions in Luminal A-like Cancer with Clinically Negative Nodes

 The 27th Annual Meeting of International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2019.05.11-16

Sawamura D、Tha KK、Hashimoto N、Nakagawa S、Narita H、Shirato H:Differences in Brain Microstructural Alterations between Bipolar and Major Depression Revealed by Diffusion Kurtosis Imaging. (Scientific poster)

Li X、Tha KK、Abiko K、Ahn S、Manabe O、Hattori N、Urushibata Y、Kudo K、Shirato H:Distribution of Major Brain Metabolite Ratios in Adults: The Observations of Whole Brain Magnetic Resonance Spectroscopic Imaging Study. (Scientific poster)

 The 66th Annual Meeting of the Society of Nuclear Medicine, Anaheim, USA, 2019.6.22-25

Hirata K、Furuya S、Huang SC、Manabe O、Magota K、Kobayashi K、Watanabe S、Toyonaga T、Tamaki N、Shiga T:A semi-automated method to separate tumor from physiological uptakes on FDG PET-CT for efficient generation of training data targeting deep learning.

Manabe O、Koyanagawa K、Hirata K、Aikawa T、Ohira H、Oyama-Manabe N、Furuya S、Naya M、Tsujino I、Tamaki N:Texture feature by FDG PET can predict events of cardiac sarcoidosis.

Furuya S、Manabe O、Ohira H、Naya M、Aikawa T、Koyanagawa K、Hirata K、Tsujino I、Oyama-Manabe N、Kuge Y、Shiga T:FMISO-PET/CT detects hypoxia lesions in cardiac and extra-cardiac sarcoidosis SNMMI  

 Furuya S、Kawauchi K、Hirata K、Katoh C、Ichikawa S、Manabe O、Kobayashi K、Watanabe S、Shiga T:A convolutional neural network-based system to detect malignant findings in FDG-PET/CT SNMMI (Poster session)

Furuya S、Kawauchi K、Hirata K、Katoh C、Ichikawa S、Manabe O、Kobayashi K、Watanabe S、Shiga T:Can Convolutional Neural Network (CNN) detect the location of malignant uptake on FDG PET-CT? (Oral session)

SCCT2019 14th annual scientific meeting, Baltimore, USA, 2019.7.11-14

Tsuneta S、Oyama-Manabe N、Sasaki T、Kameda H、Harada T、Kato F、Kudo K:Comparison of the effect of 4-dimensional similarity filter and conventional 3-dimensional hybrid iterative reconstruction on image quality of dynamic CT perfusion images for evaluation of myocardial ischemia

 AAIC (Alzheimer’s Association International Conference), Los Angeles, USA, 2019.7.12

Kudo K、Sato R、Yamaguchi A、Udo N、Matsushima M、Yabe I、Sasaki M、Harada M、Matsukawa N、Shirai T、Kawata Y、Ochi H、Bito Y:A Multicenter Study of the Correlation between the Quantitative Susceptibility Mapping (QSM) of Magnetic Resonance Imaging (MRI) and Amyloid Positron Emission Tomography (PET)

The 7th GI-CoRE Medical Science and Engineering Symposium, Sapporo, Japan, 2019.08.18-19

Sawamura D、Suzuki R、Sakai S、Tha KK:The benefits of combined working memory and attention training:observations in young healthy adults.

Hamaguchi H、Patzke N、Urushibata Y、Katscher U、Tha KK:Performance of MRI sequences in evaluation of myelin:a preliminary report (Scientific poster)

 5th International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, Seoul, Korea, 2019.09.25-28

Yoshikawa M、Kudo K、Harada T、Ogawa K、Fujiwara T、Nishida M、Sato R、Shirai T、Bito Y:Texture information from MRI-based liver quantitative susceptibility mapping:comparison with ultrasound transient elastography and fat fraction

 Head and Neck Cancer Symposium 2019, Boston, USA, 2019.10.11

Fujima N、Andreu-Arasa VC、Meibom SK、Truong MT、Sakai O:Prediction of the human papillomavirus status in patients with oropharyngeal squamous cell carcinoma by FDG-PET imaging dataset using deep learning analysis.

 RSNA 105th Scientific Assembly and Annual meeting, Chicago, USA, 2019.11.29-12.04

Kikuchi Y、Aluru JS、Mercaldo S、Taran J、Foldyna B、Hoffmann U、Lu MT:Ascending Aortic Diameter, Pulmonary Artery to Ascending Aorta Ratio, and Cardiovascular Death in the National Lung Screening Trial (NLST)

 ISMRM JPC 2019, Chiba, Japan, 2019.12.13-14

Kameda H、Komaki Y、Kudo K:Indirect Proton MRI with 17O-labeled Water Can Detect Blood-Spinal Cord Barrier Abnormalities in the Amyotrophic Lateral Sclerosis Mouse Model

 Kameda H、Kudo K:Detection of Metabolic Water Generated from 17O-O2and 17O-Labeled Glucose in Cultured Cells by Indirect Proton MRI

 Hoshino Y、Kameda H、Harada T、Komaki Y、Ishikawa T、Yasui M、Kudo K:Kinetics of O-17-labeled water in the brain parenchyma and cerebrospinal fluid of aquaporin-4-knockout mice on indirect MRI

学会発表 (国内学会・全国)





古家翔、真鍋治、大平洋、納谷昌直、相川忠夫、小梁川和弘、辻野一三、平田健司、真鍋-大山徳子、志賀哲:18F-FMISO PET/CT detects hypoxic lesions in cardiac and extra-cardiac thoracic involvement in patients with sarcoidosis.


阿保大介、曽山武士、森田亮、吉野裕紀、木村輔、工藤與亮:Non-vascular IVR for salvage of post-operative complications

 阿保大介、曽山武士、森田亮、吉野裕紀、木村輔、工藤與亮:The usefulness of guidance software for diagnosing tumor-feeding branches during transcatheter arterial chemoembolization for hepatocellular carcinomas


森田亮、阿保大介、木村輔、上石崇史、吉野裕紀、曽山武士、工藤與亮:Pancreatic Arcade Artery Rupture Caused by NF1 Successfully Treated with Endovascular Treatment


加藤扶美、山下啓子、馬場基、Wang J、真鍋徳子、工藤與亮:乳癌の術前化学療法の治療効果評価における拡散強調像および拡散尖度画像の有用性の検討


古家翔、真鍋治、大平洋、納谷昌直、相川忠夫、小梁川和弘、辻野一三、平田健司、真鍋-大山徳子、志賀哲:FMISO-PET/CT を使用したサルコイドーシス病変中の低酸素領域の評価.

Morita R、Abo D、Soyama T、Yoshino Y、Kinota N、Yoshikawa T、Kudo K:Current status of Central Venous Port placement and management at Hokkaido University Hospital:why do we choose the DewX Eterna? 


平田健司、古家翔、真鍋治、孫田恵一、小林健太郎、渡邊史郎、豊永拓哉、玉木長良、志賀哲:FDG PET-CTの腫瘍領域教師データを半自動的に作成するアルゴリズムの提案と性能評価

第20回JSAWI 2019、淡路、2019.09.06-07



古家翔、真鍋治、大平洋、納谷昌直、相川忠夫、小梁川和弘、辻野一三、平田健司、真鍋-大山徳子、志賀哲、工藤與亮:FMISO-PET/CT を使用したサルコイドーシス病変中の低酸素領域の評価.



Manabe O、Hirata K、Oyama-Manabe N、Furuya S、Koyanagawa K、Ohira H、Aikawa T、Naya M、Tsujino I、Tamaki N、Shiga T:FDG texture provides prognostic information for cardiac sarcoidosis patients

古家翔、真鍋治、大平洋、納谷昌直、相川忠夫、小梁川和弘、辻野一三、平田健司、真鍋-大山徳子、志賀哲、工藤與亮:Efficacy of heparin administration before FDG PET/CT evaluating cardiac sarcoidosis




常田慧徳、真鍋徳子、亀田浩之、原田太以佑、加藤扶美、工藤與亮:Dynamic心筋CT perfusionに対するfour-dimensional similarity filterの画質改善効果の検討

 学会発表 (国内学会・地方会)


古家 翔、渡邊史郎、小林健太郎、平田健司、豊永拓哉、内山裕子、志賀哲:内用療法が著効した巨大甲状腺腫を持つバセドウ病の一例.









平田健司、古家翔、真鍋治、志賀哲、工藤與亮:FDG PET-CTの腫瘍領域教師データを効率よく作成するための手法の提案と性能評価

 学会発表 (国内学会・研究会)




菊池穏香、Aluru JS、Mercaldo S、Taran J、Foldyna B、Hoffmann U、Lu MT:胸部大血管と心血管死の関係:アメリカの大規模臨床研究をもとに

常田慧徳、真鍋徳子、加藤扶美、谷口宏太、武田充人、真鍋治、工藤與亮:4D-flow MRIにて左冠動脈の逆行性血流を確認できたBland-White-Garland症候群の一例

 72回北海道血管造影・Interventional Radiology研究会、札幌、2019.08.24




第1回 4D-flow研究会、熊本、2019.09.19

常田慧徳、真鍋徳子、阿保大介、工藤與亮:4D flow MRIを用いて定量的に治療効果を評価しえた骨盤内巨大AVMの一例




森田亮、阿保大介、曽山武士、吉野裕紀、木野田直也、工藤與亮:当院におけるWide Neck Aneurysmに対する治療戦略

73回北海道血管造影・Interventional Radiology研究会、札幌、2020.02.15


森田亮、阿保大介、木野田直也、曽山 武士、吉野 裕紀、常田慧徳、工藤與亮:子宮AVMに対しTAE 及び TVE を施行した1例


 NEMOTO END-USER MEETING, Philippines, 2019.05.24-26

Oyama-Manabe N:Cardiac Magnetic Resonance for heart diseases.

Manabe O:The Role of Computed Tomography for Coronary Artery Disease.

 Siriraj CMR course, Bangkok, Thailand, 2019.05.30-31

Oyama-Manabe N:Cardiomyopathy, ARVC, and heart failure mapping for clinical application

The 27th Annual Meeting of International Society for Magnetic Resonance in Medicine, Montreal, 2019.05.11-16                          Tha KK:A Clinician’s View on DL-EPT.

 The 7th GI-CoRE Medical Science and Engineering Symposium, Sapporo, 2019.08.18-19

Tha KK:Radiomics in cancer

 The 2nd CMU-HU Joint Symposium, China Medical University Hospital, 台中市, 2019.09.03

Hirata K:Deep learning in radiology.

5th International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, Seoul, Korea, 2019.09.25-28

Kudo K:Oxygen Extraction Fraction (OEF) using QSM in Patients.

 Tha KK:Potential Clinical Applications of Phase-based Electrical Conductivity Imaging.

IAEA, Sapporo, 2019.09.30-10.04

Oyama-Manabe N:Cardiac MRI.

Manabe O:PET/CT/MRI of inflammation.

Kikuchi Y:Cardiac CT.

Tsuneta S:A case series of rare cardiovascular diseases with multimodality imaging.

The 9th Imaging Summit, Taipei, Taiwan, 2019.10.05

Tha KK:Radiomics and Machine Learning in Cancer Research and Therapy.

ASFNR, San Francisco, USA, 2019.11.09

Kudo K:QSM Analysis for the Early Diagnosis of Alzheimer’s Disease.

4th ISMRM Japan Chapter, Chiba, Japan, 2019.12.13

Kudo K:O-17 Imaging to Open the Next Door of Neuroscience.





タ キンキン:Radiogenomics領域の新興研究

Tha KK:Electrical Conductivity of the Brain in Normal & Pathological States

Manabe O:The Updates in the Diagnostic Imaging of Cardiac Sarcoidosis and Cardiac Amyloidosis

Hokkaido Neuroendovascular Conference、札幌、2019.04.20




 第28回北海道MAGNETOM 研究会プログラム、札幌、2019.05.11



平田健司:Deep learningの基本と核医学における利用、ランチョンセミナー

第17回Radiology Seminar Izumo、島根、2019.05.31

工藤與亮:QSMによる神経変性疾患の MRI


Abo D:When and how is Target® detachable coils useful in postoperative hemorrhagic complications after hepato-biliary-pancreatic surgery?

Morita R、Abo D、Soyama T、Yoshino Y、Kinota N、Yoshikawa T、Kudo K:Current status of Central Venous Port placement and management at Hokkaido University Hospital:why do we choose the DewX Eterna?

Morita R、Abo D、Kimura T、Kamiishi T、Soyama T、Yoshino Y、Kudo K:Pancreatic Arcade Artery Rupture Caused by NF1 Successfully Treated with Endovascular Treatment特別講演

Morita R、Abo D、Sakuhara Y、Miyamoto N、Soyama T、Yoshino Y、Kimura T、Shirato H、Kudo K:A Feasibility and Safety Study of a Novel Fiducial Marker for Radiotherapy


平田健司:Deep learningをPETに利用する~画像生成を中心に





第63回 札幌核医学技術研究会、札幌、2019.06.08

平田健司:Deep learningで医用画像を解析する~ パート1;Pythonをインストールしよう ~


阿保大介:Update Interventional Radiology and Endoscopy for HBP, Technical tips and trics of percutaneous drainage after hepato-biliary pancreatic surgery

 阿保大介:Is embolization only tool of treatment in IVR for post-operative hemorrhagic complication?~Paradigm shift from embolization to preservation~



WIND Hands-on Seminar 2019、余市、2019.06.15-16



平田健司:Deep learningを用いた脳腫瘍画像診断






平田健司:核医学検査とdeep learning


平田健司:Deep learningで医用画像を解析する~ パート2~簡単な問題を解きながらPythonの文法に慣れる

SCMR Japan、東京、2019.08.03


PETサマーセミナー2019 in 福島、福島、2019.08.23-25


2nd HCC Preceptorship@APPLE2019、札幌、2019.08.28

阿保大介:The usefulness of guidance software for diagnosing tumor-feeding branches during transcatheter arterial chemoembolization for hepatocellular carcinomas



 Functional Imaging Update、米子、2019.09.13

平田健司:AI画像診断についての最新の話題 (核医学におけるdeep learningを中心に)



 真鍋徳子:シンポジウム4D-flow When and How:何がわかるのか?どうして2Dではだめなの?

第28回札幌Heart Imaging Club、札幌、2019.10.11

真鍋徳子:循環器領域におけるMapping技術:造影CT vs MRI.

 第132回 肝臓病教室、札幌、2019.10.17






 Seminar for interventional radiology in Asia-Pacific、神奈川、2019.10.25-27

阿保大介:Basics of superselective TACE for hepatocellular carcinoma


真鍋徳子:FDG PET/CT features of various aortic inflammation


 平田健司:Use of AI to prevent patient misidentification and other adverse incidents、日中核医学交流会「医療安全とAI」





日本心臓核医学会 北海道地域教育研修会、札幌、2019.11.09






札幌放射線技師会 厚別/清田ブロック勉強会、札幌、2019.11.15

加藤扶美:乳腺MRI -撮像法と読影法-



 3rd Tokyo IR Club、東京、2019.11.15







真鍋徳子:New MRI techniques for valvular disease.

 第13回 日立MRI Forum 2019 in Hokkaido、札幌、2019.11.30


Japanese Seminar in RSNA 2019、シカゴ、2019.12.01


 第20回 北海道IVR談話会、札幌、2019.12


GE Healthcare Seminar、弘前、2019.12.10








研修医セミナー(帯広厚生病院), 帯広, 2020.01.19








 第45回New Town Conference、神戸、2020.02.08



平田健司:Deep learning を学ぼう!
















Sawamura D, Suzuki R, Sakai S, Tha KK: The benefits of combined working memory and attention training: observations in young healthy adults. (Bronze award, the 7th GI-CoRE Medical Science and Engineering Symposium)

Hamaguchi H, Patzke N, Urushibata Y, Katscher U, Tha KK:Performance of MRI sequences in evaluation of myelin:a preliminary report (Bronze award, the 7th GI-CoRE Medical Science and Engineering Symposium)



Lesion identification marker utilizing bone cement for use in radiation therapy, and lesion identification marker kit for use in radiation therapy. PCT/JP2017/030389, Abo D、Sakuhara Y、Morita R、Miyamoto N、2017.8.24