Neuro Group

Fujita Y, Khoo HM, Hirayama M, Kawahara M, Koyama Y, Tarewaki H, Arisawa A, Yanagisawa T, Tani N, Oshino S, Lemieux L, Kishima H. Evaluating the Safety of Simultaneous Intracranial Electroencephalography and Functional Magnetic Resonance Imaging Acquisition Using a 3 Tesla Magnetic Resonance Imaging Scanner. Front Neurosci. 2022 Jun 23;16:921922.

Kashiwagi N, Miyazaki K, Takahashi H, Tsuji K, Fujiwara M, Arisawa A, Nakamura H, Kishima H, Ishii K, Tomiyama N. Spontaneous closure of non-cavernous sinus dural arteriovenous fistulas: A case series and systematic review of the literature. J Neuroradiol. 2022 Jan;49(1):94-100.

Miura A, Kashiwagi N, Sakai M, Hyodo T, Takahashi H, Miyauchi Y, Maenishi O, Ishii K, Nakanishi K, Tomiyama N. MRI features of extraocular muscle metastases compared to those of other extraocular muscle diseases of non-thyroid origin. Clinical Radiology. 2022 Dec;77(12):935-942

Murase K, Kashiwagi N, Tomiyama N. Quantitative evaluation of simultaneous spatial and temporal regularization in dynamic contrast-enhanced MRI of the liver using Gd-EOB-DTPA. Magn Reson Imaging. 2022 May;88:25-37.

Takahashi H, Watanabe Y, Hirakawa T, Tanaka H, Tomiyama N, Koto Y, Sakai N, Osaka Twin Research Group. Assessment of Characteristics of Imaging Biomarkers for Quantifying Anterior Cingulate Cortex Changes: A Twin Study of Middle- to Advanced-Aged Populations in East Asia. Medicina (Kaunas) 2022 Dec 16;58(12):1855.

Yamamoto S, Sanada T, Sakai M, Arisawa A, Kagawa N, Shimosegawa E, Nakanishi K, Kanemura Y, Kinoshita M, Kishima H. Prediction and Visualization of Non-Enhancing Tumor in Glioblastoma via T1w/T2w-Ratio Map. Brain Sci. 2022 Jan 12;12(1):99.

Yang M, Tanaka H, Ishida T. Performance improvement in multi-label thoracic abnormality classification of chest X-rays with noisy labels. Int J Comput Assist Radiol Surg 2022 May 26. doi: 10.1007/s11548-022-02684-2.

Yoshimura S, Tanaka H, Kawabata S, Kozawa J, Takahashi H, Hidaka Y, Hotta M, Kashiwagi N, Tomiyama N. Effect of urinary glucose concentration and pH on signal intensity in magnetic resonance image. Jpn J Radiol . 2022 Apr 9;1-9. doi: 10.1007

Chest Group

Fukuda M, Yamaguchi M, Yamazaki T, Funaki S, Mukae H, Fukuoka J, Nabeshima K, Tateyama H, Ashizawa K, Tomiyama N, Hara M, Seto T, Okumura M, Sugio K.Phase II study of S-1 plus cisplatin with concurrent radiotherapy for locally advanced thymic carcinoma: Results of the LOGIK1605/JART-1501 study. Thorac Cancer. 13(17): 2499-2506. 2022.

Hata A, Hino T, Yanagawa M, Nishino M, Hida T, Hunninghake GM, Tomiyama N, Christiani DC, Hatabu H. Interstitial Lung Abnormalities at CT: Subtypes, Clinical Significance, and Associations with Lung Cancer. Radiographics. 2022 Nov-Dec;42(7):1925-1939.

Hata A, Hino T, Putman RK, Yanagawa M, Hida T, Menon AA, Honda O, Yamada Y, Nishino M, Araki T, Valtchinov VI, Jinzaki M, Honda H, Ishigami K, Johkoh T, Tomiyama N, Christiani DC, Lynch DA, San José Estépar R, Washko GR, Cho MH, Silverman EK, Hunninghake GM, Hatabu H; COPDGene Investigators. Traction Bronchiectasis/Bronchiolectasis on CT Scans in Relationship to Clinical Outcomes and Mortality: The COPDGene Study. Radiology. 2022 Sep;304(3):694-701.

Hino T, Tsunomori A, Hata A, Hida T, Yamada Y, Ueyama M, Yoneyama T, Kurosaki A, Kamitani T, Ishigami K, Fukumoto T, Kudoh S, Hatabu H. Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease. Eur Radiol Exp. 2022 Jan 31;6(1):4.

Hino T, Tsunomori A, Fukumoto T, Hata A, Hida T, Yamada Y, Ueyama M, Kamitani T, Nishino M, Kurosaki A, Jinzaki M, Ishigami K, Honda H, Yoneyama T, Nagatsuka S, Kudoh S, Hatabu H. Projected lung area using dynamic X-ray (DXR) with a flat-panel detector system and automated tracking in patients with chronic obstructive pulmonary disease (COPD). Eur J Radiol. 2022 Dec;157:110546.

Kido S, Kidera S, Hirano Y, Mabu S, Kamiya T, Tanaka N, Suzuki Y, Yanagawa M, Tomiyama N. Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network. Front Artif Intell. 2022 Feb 17;5:782225.

Menon AA, Putman RK, Sanders JL, Hino T, Hata A, Nishino M, Ghosh AJ, Ash SY, Rosas IO, Cho MH, Lynch DA, Washko GR, Silverman EK, Hatabu H, Hunninghake GM. Interstitial Lung Abnormalities, Emphysema, and Spirometry in Smokers. Chest. 2022 Apr;161(4):999-1010.

Miyashita Y, Kanou T, Ishida H, Fukui E, Ose N, Funaki S, Minami M, Sato Y, Yanagawa M, Shintani Y. Prognostic impact of tumor volume in patients with complete resection of thymoma. Thorac Cancer. 2022 Apr;13(7):1021-1026.

Miyata T, Yanagawa M, Kikuchi N, Yamagata K, Sato Y, Yoshida Y, Tsubamoto M, Tomiyama N. The evaluation of the reduction of radiation dose via deep learning-based reconstruction for cadaveric human lung CT images. Sci Rep. 2022 Jul 20;12(1):12422.

Moll M, Hobbs BD, Menon A, Ghosh AJ, Putman RK, Hino T, Hata A, Silverman EK, Quackenbush J, Castaldi PJ, Hersh CP, McGeachie MJ, Sin DD, Tal-Singer R, Nishino M, Hatabu H, Hunninghake GM, Cho MH. Blood gene expression risk profiles and interstitial lung abnormalities: COPDGene and ECLIPSE cohort studies. Respir Res. 2022 Jun 17;23(1):157.

Nakaoka Y, Yanagawa M, Hata A, Yamashita K, Okada N, Yamakido S, Hayashi H, Jayne D. Vascular imaging of patients with refractory Takayasu arteritis treated with tocilizumab: post hoc analysis of a randomized controlled trial. Rheumatology (Oxford). 2022 May 30;61(6):2360-2368.

Ohira R, Yanagawa M, Suzuki Y, Hata A, Miyata T, Kikuchi N, Yoshida Y, Yamagata K, Doi S, Ninomiya K, Tomiyama N. CT-based radiomics analysis for differentiation between thymoma and thymic carcinoma. J Thorac Dis. 2022 May;14(5):1342-1352.

Putman RK, Axelsson GT, Ash SY, Sanders JL, Menon AA, Araki T, Nishino M, Yanagawa M, Gudmundsson EF, Qiao D, San José Estépar R, Dupuis J, O’Connor GT, Rosas IO, Washko GR, El-Chemaly S, Raby BA, Gudnason V, DeMeo DL, Silverman EK, Hatabu H, DeVivo I, Cho MH, Gudmundsson G, Hunninghake GM. Interstitial lung abnormalities are associated with decreased mean telomere length. Eur Respir J. 2022 Aug 25;60(2):2101814.

Rose JA, Menon AA, Hino T, Hata A, Nishino M, Lynch DA, Rosas IO, El-Chemaly S, Raby BA, Ash SY, Choi B, Washko GR, Silverman EK, Cho MH, Hatabu H, Putman RK, Hunninghake GM. Suspected Interstitial Lung Disease in COPDGene Study. Am J Respir Crit Care Med. 2023 Jan 1;207(1):60-68.

Tokuda Y, Ko ES, Yanagawa M, Honma K, Shimazu K, Tomiyama N. Spindle Cell Carcinoma of the Breast: Investigation of Magnetic Resonance Imaging Features of 26 Cases. J Comput Assist Tomogr. 2022 Jan-Feb 01;46(1):11-16.

Yanagawa M. Visualization of the Associations between the CT Features Extracted from a Deep Learning Survival Prediction Model and Histopathologic Risk Factors. Radiology. 2022 Nov;305(2):452-453.

Yanagawa M. Artificial Intelligence Improves Radiologist Performance for Predicting Malignancy at Chest CT. Radiology. 2022 Sep;304(3):692-693.

Wataya T, Yanagawa M, Tsubamoto M, Sato T, Nishigaki D, Kita K, Yamagata K, Suzuki Y, Hata A, Kido S, Tomiyama N; Osaka University Reading Team. Radiologists with and without deep learning-based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses. Eur Radiol. 2022 Jun 25.

Abdominal Imaging & Interventional Radiology Group

Fukui H, Onishi H, Nakamoto A, Wakayama T, Ota T, Tsuboyama T, Yano K, Tarewaki H, Koyama Y, Tatsumi M, Tomiyama N Impact of adaptive image receive coil technology for liver MR imaging at 3.0 Tesla: Intraindividual comparison with use of conventional coil Eur J Radiol, Volume 150, May 2022, 110271

Fukui H, Onishi H, Nakamoto A, Tsuboyama T, Ota T, Yano K, Enchi Y, Yamada D, Takeda Y, Kobayashi S, Fukuda Y, Eguchi H, Matsui T, Tatsumi M, Tomiyama N Pancreatic Fibrosis by Extracellular Volume Fraction Using Contrast-enhanced Computed Tomography and Relationship with Pancreatic Cancer Eur J Radiol, Volume 156, November 2022, 110522

Ishida T, Takahashi T, Nishida T, Ohnishi H, Tsuboyama T, Sato S, Nakahara Y, Miyazaki Y, Takeno A, Kurokawa Y, Saito T, Yamashita K, Tanaka K, Yamamoto K, Makino T, Yamasaki M, Motoori M, Kimura Y, Nakajima K, Eguchi H, Doki Y. New response evaluation criteria using early morphological change in imatinib treatment for patients with gastrointestinal stromal tumor. Gastric Cancer. 2022 Jan;25(1):218-225

Mori R, Uemura M, Tsuboyama T, Fujino S, Hata T, Ogino T, Takahashi H, Miyoshi N, Mizushima T, Doki Y, Eguchi H. The prediction of postoperative anorectal dysfunction after low anterior resection for lower rectal cancer by measuring the volume of defecation-related muscles. Surg Today. 2022;52(5):745-754.

Nakamoto A, Hori M, Onishi H, Ota T, Fukui H, Ogawa K, Masumoto J, Kudo A, Kitamura Y, Kido S, Tomiyama N. Three-dimensional conditional generative adversarial network-based virtual thin-slice technique for the morphological evaluation of the spine. Sci Rep. 2022;12:12176.

Toda N, Hashimoto M, Arita Y, Haque H, Akita H, Akashi T, Gobara H, Nishie A, Yakami M, Nakamoto A, Watadani T, Oya M, Jinzaki M. Deep Learning Algorithm for Fully Automated Detection of Small (≤4 cm) Renal Cell Carcinoma in Contrast-Enhanced Computed Tomography Using a Multicenter Database. Invest Radiol. 2022;57:327-333.

Tsuboyama T, Onishi H, Nakamoto A, Ogawa K, Koyama Y, Tarewaki H, Tomiyama N. Impact of Deep Learning Reconstruction Combined With a Sharpening Filter on Single-Shot Fast Spin-Echo T2-Weighted Magnetic Resonance Imaging of the Uterus. Invest Radiol. 2022;57(6):379-386.

Tsuboyama T, Sato K, Ota T, Fukui H, Onishi H, Nakamoto A, Tatsumi M, Tomiyama N. MRI of Borderline Epithelial Ovarian Tumors: Pathologic Correlation and Diagnostic Challenges. Radiographics 2022;42(7):2095-2111.

Yano K, Onishi H, Tsuboyama T, Nakamoto A, Ota T, Fukui H, Tatsumi M, Tanigaki T, Gotoh K, Kobayashi S, Honma K, Eguchi H, Tomiyama N. Noninvasive Liver Fibrosis Staging: Comparison of MR Elastography with Extracellular Volume Fraction Analysis Using Contrast-Enhanced CT. J Clin Med. 2022 Sep 25;11(19):5653.

Yukimoto R, Uemura M, Tsuboyama T, Sekido Y, Hata T, Ogino T, Miyoshi N, Takahashi H, Kida A, Furuyashiki M, Doki Y, Eguchi H. Efficacy of PET/CT in diagnosis of regional lymph node metastases in patients with colorectal cancer: retrospective cohort study. BJS Open. 2022;6(4):zrac090

Kashiwagi E, Ono Y, Yano H, Kosai S, Nagai K, Tanaka K, Higashihara H, Tomiyama N.　Percutaneous sclerotherapy with OK-432 for lymphocele after pelvic or para-aortic lymphadenectomy: preliminary results. CVIR Endovasc. 2022 Oct 20;5(1):55.

M Ozawa, Y Arai, M Sone, S Sugawara, C Itou, S Kimura, J Omori, Y Koretsune. Jejunal Obstruction Due to Fractured Duodenal Stent: Percutaneous Recovering with Additional Stent Placement. Cardiovasc Intervent Radiol. 2022: 45; 1408-1410

Toya K, Tomimaru Y, Kobayashi S, Hongyo H, Higashihara H, Ito T, Sasaki K, Iwagami Y, Yamada D, Akita H, Noda T, Gotoh K, Takahashi H, Asaoka T, Tanemura M, Doki Y, Eguchi H.　A Case of Successfully Treated Varices at the Anastomosis Between the Native Jejunum and the Duodenal Graft After Pancreas Transplantation. Pancreas. 2022 Mar 1;51(3): e60-e61.

Fujii Y, Sakamori R, Yamada R, Yoshioka T, Kodama T, Shigekawa M, Hikita H, Tanaka S, Ishida H, Mita E, Hongyo H, Higashihara H, Noda T, Eguchi H, Tatsumi T, Takehara T. The First Transileocolic Obliteration for Refractory Esophageal Varices: A Case Report and Review of the Literature. Intern Med. 2022 Mar 15;61(6):835-839.

Hori Y, Hirose K, Ozeki M, Hata K, Motooka D, Tahara S, Matsui T, Kohara M, Higashihara H, Ono Y, Tanaka K, Toyosawa S, Morii E.　PIK3CA mutation correlates with mTOR pathway expression but not clinical and pathological features in Fibfibroipose vascular anomaly (FAVA). Diagn Pathol. 2022 May 2;17(1):43.

Department of Artificial Intelligence Diagnostic Radiology

Fujimori T, Suzuki Y, Takenaka S, Kita K, Kanie Y, Kaito T, Ukon Y, Watabe T, Nakajima N, Kido S, Okada S. Development of artificial intelligence for automated measurement of cervical lordosis on lateral radiographs. Scientific Reports, 2022(Sep); 12(1):1-11.

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. Development and external validation of a deep learning-based computed tomography classification system for COVID-19. Annals of Clinical Epidemiology, 2022(Jul); 22014.

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. Use of artificial intelligence to identify data elements for The Japanese Orthopaedic Association National Registry from operative records. Journal of Orthopaedic Science, 2022(Sep 23); S0949-2658(22)00243-3.

Kido S, Kidera S, Hirano Y, Mabu S, Kamiya T, Tanaka N, Suzuki Y, Yanagawa M, Tomiyama N. Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Convolutional Network. Frontiers in Artificial Intelligence, 2022(Feb); 5: 782225.

Kido S, Mabu S, Kamiya T, Hirano Y, Tachibana R, Inai K. Clinical Applications of MCA to Diagnosis. In Multidisciplinary Computational Anatomy, Springer, Singapore. 2022; 89-96.

Kido S. Radiologists with and without deep learning–based computer-aided diagnosis. AI-blog, 2022(Oct) https://ai.myesr.org/articles/radiologists-with-and-without-deep-learning-based-computer-aided-diagnosis/

Nakamoto A, Hori M, Onishi H, Ota T, Fukui H, Ogawa K, Masumoto J, Kudo A, Kitamura Y, Kido S, Tomiyama N. Three-dimensional conditional generative adversarial network-based virtual thin-slice technique for the morphological evaluation of the spine. Scientific Reports, 2022(Jul); 12(1):1-8.

Miyake N, Lu H, Kamiya T, Aoki T, Kido S. Temporal Subtraction Technique for Thoracic MDCT Based on Residual VoxelMorph. Applied Sciences, 2022 (Aug); 12(17):8542.

Suzuki Y, Kido S, Mabu S, Yanagawa M, Tomiyama N, Sato Y. Segmentation of Diffuse Lung Abnormality Patterns on Computed Tomography Images using Partially Supervised Learning. Advanced Biomedical Engineering, 2022; 11:25-36.

Wu J, Furuzuki M, Li G, Kamiya T, Mabu S, Tanabe M, Ito K, Kido S. Segmentation of liver tumors in multiphase computed tomography images using hybrid method. Computers & Electrical Engineering. 2022(Jan); 97: 107626.