{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T19:59:58Z","timestamp":1775246398481,"version":"3.50.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2022,5,4]],"date-time":"2022-05-04T00:00:00Z","timestamp":1651622400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,5,4]],"date-time":"2022-05-04T00:00:00Z","timestamp":1651622400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Jpn J Radiol"],"published-print":{"date-parts":[[2022,9]]},"DOI":"10.1007\/s11604-022-01279-w","type":"journal-article","created":{"date-parts":[[2022,5,4]],"date-time":"2022-05-04T08:02:52Z","timestamp":1651651372000},"page":"903-913","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Volumetric analysis of intravoxel incoherent motion diffusion-weighted imaging in preoperative assessment of non-small cell lung cancer"],"prefix":"10.1007","volume":"40","author":[{"given":"Jianqin","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yigang","family":"Fu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lili","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaowen","family":"Gu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiwei","family":"Shao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Cui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gaofeng","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,4]]},"reference":[{"key":"1279_CR1","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3322\/caac.21654","volume":"71","author":"RL Siegel","year":"2021","unstructured":"Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics. 2021. CA Cancer J Clin. 2021;71:7\u201333.","journal-title":"CA Cancer J Clin"},{"key":"1279_CR2","doi-asserted-by":"publisher","first-page":"e278S","DOI":"10.1378\/chest.12-2359","volume":"143","author":"JA Howington","year":"2013","unstructured":"Howington JA, Blum MG, Chang AC, Balekian AA, Murthy SC. Treatment of stage I and II non-small cell lung cancer: diagnosis and management of lung cancer, 3rd ed: American college of chest physicians evidence-based clinical practice guidelines. Chest. 2013;143:e278S-e313S.","journal-title":"Chest"},{"key":"1279_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11864-007-0023-3","volume":"8","author":"MS Roy","year":"2007","unstructured":"Roy MS, Donington JS. Management of locally advanced non small cell lung cancer from a surgical perspective. Curr Treat Options Oncol. 2007;8:1\u201314.","journal-title":"Curr Treat Options Oncol"},{"key":"1279_CR4","doi-asserted-by":"publisher","first-page":"706","DOI":"10.1016\/j.ejcts.2008.12.039","volume":"35","author":"N Kanauchi","year":"2009","unstructured":"Kanauchi N, Oizumi H, Honma T, et al. Role of diffusion-weighted magnetic resonance imaging for predicting of tumor invasiveness for clinical stage IA non-small cell lung cancer. Eur J Cardiothorac Surg. 2009;35:706\u201310.","journal-title":"Eur J Cardiothorac Surg"},{"key":"1279_CR5","doi-asserted-by":"publisher","first-page":"991","DOI":"10.1016\/j.jtcvs.2015.01.019","volume":"149","author":"H Nomori","year":"2015","unstructured":"Nomori H, Cong Y, Abe M, Sugimura H, Kato Y. Diffusion-weighted magnetic resonance imaging in preoperative assessment of non-small cell lung cancer. J Thorac Cardiovasc Surg. 2015;149:991\u20136.","journal-title":"J Thorac Cardiovasc Surg"},{"key":"1279_CR6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0172433","volume":"12","author":"N Tsuchiya","year":"2017","unstructured":"Tsuchiya N, Doai M, Usuda K, Uramoto H, Tonami H. Non-small cell lung cancer: whole-lesion histogram analysis of the apparent diffusion coefficient for assessment of tumor grade, lymphovascular invasion and pleural invasion. PLoS One. 2017;12: e0172433.","journal-title":"PLoS One"},{"key":"1279_CR7","doi-asserted-by":"publisher","first-page":"20190400","DOI":"10.1259\/bjr.20190400","volume":"93","author":"J Jiang","year":"2020","unstructured":"Jiang J, Fu Y, Hu X, et al. The value of diffusion-weighted imaging based on monoexponential and biexponential models for the diagnosis of benign and malignant lung nodules and masses. Br J Radiol. 2020;93:20190400.","journal-title":"Br J Radiol"},{"key":"1279_CR8","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1186\/s12885-020-07308-z","volume":"20","author":"J Liang","year":"2020","unstructured":"Liang J, Li J, Li Z, et al. Differentiating the lung lesions using Intravoxel incoherent motion diffusion-weighted imaging: a meta-analysis. BMC Cancer. 2020;20:799.","journal-title":"BMC Cancer"},{"key":"1279_CR9","doi-asserted-by":"publisher","first-page":"43257","DOI":"10.1038\/srep43257","volume":"7","author":"Q Wan","year":"2017","unstructured":"Wan Q, Deng YS, Zhou JX, et al. Intravoxel incoherent motion diffusion-weighted MR imaging in assessing and characterizing solitary pulmonary lesions. Sci Rep. 2017;7:43257.","journal-title":"Sci Rep"},{"key":"1279_CR10","doi-asserted-by":"publisher","first-page":"1448","DOI":"10.1177\/0284185117698863","volume":"58","author":"M Yuan","year":"2017","unstructured":"Yuan M, Zhong Y, Zhang YD, Yu TF, Li H, Wu JF. Volumetric analysis of intravoxel incoherent motion imaging for assessment of solitary pulmonary lesions. Acta Radiol. 2017;58:1448\u201356.","journal-title":"Acta Radiol"},{"key":"1279_CR11","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1002\/jmri.25820","volume":"47","author":"J Jiang","year":"2018","unstructured":"Jiang J, Yin J, Cui L, et al. Lung cancer: short-term reproducibility of intravoxel incoherent motion parameters and apparent diffusion coefficient at 3T. J Magn Reson Imaging. 2018;47:1003\u201312.","journal-title":"J Magn Reson Imaging"},{"issue":"4","key":"1279_CR12","doi-asserted-by":"publisher","first-page":"1540","DOI":"10.4143\/crt.2019.057","volume":"51","author":"HJ Kim","year":"2019","unstructured":"Kim HJ, Cho JY, Lee YJ, et al. Clinical significance of pleural attachment and indentation of subsolid nodule lung cancer. Cancer Res Treat. 2019;51(4):1540\u20138.","journal-title":"Cancer Res Treat"},{"key":"1279_CR13","doi-asserted-by":"publisher","first-page":"1202","DOI":"10.1002\/mrm.10171","volume":"47","author":"MA Griswold","year":"2002","unstructured":"Griswold MA, Jakob PM, Heidemann RM, et al. Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med. 2002;47:1202\u201310.","journal-title":"Magn Reson Med"},{"key":"1279_CR14","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.lungcan.2016.04.001","volume":"96","author":"E Weiss","year":"2016","unstructured":"Weiss E, Ford JC, Olsen KM, et al. Apparent diffusion coefficient (ADC) change on repeated diffusion-weighted magnetic resonance imaging during radiochemotherapy for non-small cell lung cancer: a pilot study. Lung Cancer. 2016;96:113\u20139.","journal-title":"Lung Cancer"},{"key":"1279_CR15","doi-asserted-by":"publisher","first-page":"441","DOI":"10.3414\/ME11-02-0031","volume":"51","author":"KH Fritzsche","year":"2012","unstructured":"Fritzsche KH, Neher PF, Reicht I, et al. MITK diffusion imaging. Methods Inf Med. 2012;51:441\u20138.","journal-title":"Methods Inf Med"},{"key":"1279_CR16","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.2214\/AJR.10.5515","volume":"196","author":"DM Koh","year":"2011","unstructured":"Koh DM, Collins DJ, Orton MR. Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges. AJR Am J Roentgenol. 2011;196:1351\u201361.","journal-title":"AJR Am J Roentgenol"},{"key":"1279_CR17","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1148\/radiology.168.2.3393671","volume":"168","author":"BD Le","year":"1988","unstructured":"Le BD, Breton E, Lallemand D, Aubin ML, Vignaud J, Jeantet ML. Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology. 1988;168:497\u2013505.","journal-title":"Radiology"},{"key":"1279_CR18","volume-title":"WHO classification of tumours of the lung, pleura, thymus and heart","author":"WD Travis","year":"2015","unstructured":"Travis WD, Brambilla E, Burke AP, et al. WHO classification of tumours of the lung, pleura, thymus and heart. Lyon: International Agency for Research on Cancer; 2015."},{"key":"1279_CR19","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1002\/jmri.25426","volume":"45","author":"V \u00c7akmak","year":"2017","unstructured":"\u00c7akmak V, Ufuk F, Karabulut N. Diffusion-weighted MRI of pulmonary lesions: comparison of apparent diffusion coefficient and lesion-to-spinal cord signal intensity ratio in lesion characterization. J Magn Reson Imaging. 2017;45:845\u201354.","journal-title":"J Magn Reson Imaging"},{"key":"1279_CR20","doi-asserted-by":"publisher","first-page":"4629","DOI":"10.7314\/APJCP.2014.15.11.4629","volume":"15","author":"K Usuda","year":"2014","unstructured":"Usuda K, Sagawa M, Motono N, et al. Diagnostic performance of diffusion weighted imaging of malignant and benign pulmonary nodules and masses: comparison with positron emission tomography. Asian Pac J Cancer Prev. 2014;15:4629\u2013935.","journal-title":"Asian Pac J Cancer Prev"},{"key":"1279_CR21","doi-asserted-by":"publisher","first-page":"58","DOI":"10.2214\/AJR.17.18257","volume":"210","author":"G Shen","year":"2018","unstructured":"Shen G, Ma H, Liu B, Ren P, Kuang A. Diagnostic performance of DWI with multiple parameters for assessment and characterization of pulmonary lesions: a meta-analysis. AJR Am J Roentgenol. 2018;210:58\u201367.","journal-title":"AJR Am J Roentgenol"},{"key":"1279_CR22","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1109\/TMI.2017.2698525","volume":"37","author":"Y Yin","year":"2018","unstructured":"Yin Y, Sedlaczek O, Muller B, et al. Tumor cell load and heterogeneity estimation from diffusion-weighted MRI calibrated with histological data: an example from lung cancer. IEEE Trans Med Imaging. 2018;37:35\u201346.","journal-title":"IEEE Trans Med Imaging"},{"key":"1279_CR23","doi-asserted-by":"publisher","first-page":"59492","DOI":"10.18632\/oncotarget.17752","volume":"8","author":"A Surov","year":"2017","unstructured":"Surov A, Meyer HJ, Wienke A. Correlation between apparent diffusion coefficient (ADC) and cellularity is different in several tumors: a meta-analysis. Oncotarget. 2017;8:59492\u20139.","journal-title":"Oncotarget"},{"key":"1279_CR24","doi-asserted-by":"publisher","first-page":"190","DOI":"10.7150\/jca.48589","volume":"12","author":"Y Zheng","year":"2021","unstructured":"Zheng Y, Huang W, Zhang X, et al. A noninvasive assessment of tumor proliferation in lung cancer patients using intravoxel incoherent motion magnetic resonance imaging. J Cancer. 2021;12:190\u20137.","journal-title":"J Cancer"},{"key":"1279_CR25","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1016\/j.ejrad.2014.11.024","volume":"84","author":"H Koyama","year":"2015","unstructured":"Koyama H, Ohno Y, Seki S, et al. Value of diffusion-weighted MR imaging using various parameters for assessment and characterization of solitary pulmonary nodules. Eur J Radiol. 2015;84:509\u201315.","journal-title":"Eur J Radiol"},{"key":"1279_CR26","doi-asserted-by":"publisher","first-page":"1310","DOI":"10.1177\/0284185115586091","volume":"57","author":"Y Deng","year":"2016","unstructured":"Deng Y, Li X, Lei Y, Liang C, Liu Z. Use of diffusion-weighted magnetic resonance imaging to distinguish between lung cancer and focal inflammatory lesions: a comparison of intravoxel incoherent motion derived parameters and apparent diffusion coefficient. Acta Radiol. 2016;57:1310\u20137.","journal-title":"Acta Radiol"},{"key":"1279_CR27","doi-asserted-by":"publisher","first-page":"1607","DOI":"10.1007\/s00330-018-5714-6","volume":"29","author":"Q Wan","year":"2019","unstructured":"Wan Q, Deng YS, Lei Q, et al. Differentiating between malignant and benign solid solitary pulmonary lesions: are intravoxel incoherent motion and diffusion kurtosis imaging superior to conventional diffusion-weighted imaging. Eur Radiol. 2019;29:1607\u201315.","journal-title":"Eur Radiol"},{"key":"1279_CR28","doi-asserted-by":"publisher","first-page":"1054","DOI":"10.1002\/jmri.25839","volume":"47","author":"F Wang","year":"2018","unstructured":"Wang F, Wu LM, Hua XL, Zhao ZZ, Chen XX, Xu JR. Intravoxel incoherent motion diffusion-weighted imaging in assessing bladder cancer invasiveness and cell proliferation. J Magn Reson Imaging. 2018;47:1054\u201360.","journal-title":"J Magn Reson Imaging"},{"key":"1279_CR29","doi-asserted-by":"publisher","first-page":"1073","DOI":"10.21037\/jtd.2017.03.110","volume":"9","author":"X Ye","year":"2017","unstructured":"Ye X, Chen S, Tian Y, et al. A preliminary exploration of the intravoxel incoherent motion applied in the preoperative evaluation of mediastinal lymph node metastasis of lung cancer. J Thorac Dis. 2017;9:1073\u201380.","journal-title":"J Thorac Dis"},{"key":"1279_CR30","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1007\/s10334-019-00814-7","volume":"33","author":"P Gao","year":"2020","unstructured":"Gao P, Liu Y, Shi C, Liu Y, Luo L. Performing IVIM-DWI using the multifunctional nanosystem for the evaluation of the antitumor microcirculation changes. MAGMA. 2020;33:517\u201326.","journal-title":"MAGMA"},{"key":"1279_CR31","doi-asserted-by":"publisher","first-page":"1914","DOI":"10.1007\/s00330-014-3176-z","volume":"24","author":"LL Wang","year":"2014","unstructured":"Wang LL, Lin J, Liu K, et al. Intravoxel incoherent motion diffusion-weighted MR imaging in differentiation of lung cancer from obstructive lung consolidation: comparison and correlation with pharmacokinetic analysis from dynamic contrast-enhanced MR imaging. Eur Radiol. 2014;24:1914\u201322.","journal-title":"Eur Radiol"},{"key":"1279_CR32","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1002\/jmri.24538","volume":"41","author":"S Kakite","year":"2015","unstructured":"Kakite S, Dyvorne H, Besa C, et al. Hepatocellular carcinoma: short-term reproducibility of apparent diffusion coefficient and intravoxel incoherent motion parameters at 3.0T. J Magn Reson Imaging. 2015;41:149\u201356.","journal-title":"J Magn Reson Imaging"},{"key":"1279_CR33","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1007\/s00330-016-4380-9","volume":"27","author":"C Yan","year":"2017","unstructured":"Yan C, Xu J, Xiong W, et al. Use of intravoxel incoherent motion diffusion-weighted MR imaging for assessment of treatment response to invasive fungal infection in the lung. Eur Radiol. 2017;27:212\u201321.","journal-title":"Eur Radiol"},{"key":"1279_CR34","doi-asserted-by":"publisher","first-page":"556","DOI":"10.1007\/s00330-015-3840-y","volume":"26","author":"G Shen","year":"2016","unstructured":"Shen G, Jia Z, Deng H. Apparent diffusion coefficient values of diffusion-weighted imaging for distinguishing focal pulmonary lesions and characterizing the subtype of lung cancer: a meta-analysis. Eur Radiol. 2016;26:556\u201366.","journal-title":"Eur Radiol"},{"key":"1279_CR35","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.27977","author":"T Fang","year":"2021","unstructured":"Fang T, Meng N, Feng P, et al. A comparative study of amide proton transfer weighted imaging and intravoxel incoherent motion MRI techniques versus (18) F-FDG PET to distinguish solitary pulmonary lesions and their subtypes. J Magn Reson Imaging. 2021. https:\/\/doi.org\/10.1002\/jmri.27977.","journal-title":"J Magn Reson Imaging"},{"key":"1279_CR36","doi-asserted-by":"publisher","first-page":"254","DOI":"10.6004\/jnccn.2021.0013","volume":"19","author":"DS Ettinger","year":"2021","unstructured":"Ettinger DS, Wood DE, Aisner DL, et al. NCCN guidelines insights: non-small cell lung cancer, version 2.2021. J Natl Compr Canc Netw. 2021;19:254\u201366.","journal-title":"J Natl Compr Canc Netw."}],"container-title":["Japanese Journal of Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11604-022-01279-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11604-022-01279-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11604-022-01279-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,4]],"date-time":"2022-09-04T23:04:03Z","timestamp":1662332643000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11604-022-01279-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,4]]},"references-count":36,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2022,9]]}},"alternative-id":["1279"],"URL":"https:\/\/doi.org\/10.1007\/s11604-022-01279-w","relation":{},"ISSN":["1867-1071","1867-108X"],"issn-type":[{"value":"1867-1071","type":"print"},{"value":"1867-108X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,4]]},"assertion":[{"value":"7 January 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 April 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 May 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}