{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T16:34:12Z","timestamp":1758904452754},"reference-count":24,"publisher":"American Institute of Mathematical Sciences (AIMS)","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["MBE"],"published-print":{"date-parts":[[2021]]},"DOI":"10.3934\/mbe.2021227","type":"journal-article","created":{"date-parts":[[2021,6,7]],"date-time":"2021-06-07T06:40:22Z","timestamp":1623048022000},"page":"4477-4490","source":"Crossref","is-referenced-by-count":16,"title":["Analysis of related factors of radiation pneumonia caused by precise radiotherapy of esophageal cancer based on random forest algorithm"],"prefix":"10.3934","volume":"18","author":[{"given":"Na","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"name":"Department of Oncology Center, Second Hospital of Anhui Medical University, Hefei, Anhui 230601, China","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunyang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyan","family":"Hong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingjun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhendong","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"name":"The First Department of Oncology, Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, China","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"name":"Radiotherapy Center, Second Hospital of Anhui Medical University, Hefei, Anhui 230601, China","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"2321","reference":[{"key":"key-10.3934\/mbe.2021227-1","doi-asserted-by":"crossref","unstructured":"Y. Zhao, L. Chen, S. Zhang, Q. Wu, X. Jiang, H. Zhu, et al., Predictive factors for acute radiation pneumonitis in postoperative intensity modulated radiation therapy and volumetric modulated arc therapy of esophageal cancer, <i>Thorac. Cancer<\/i>, <b>6<\/b> (2015), 49-57.","DOI":"10.1111\/1759-7714.12142"},{"key":"key-10.3934\/mbe.2021227-2","doi-asserted-by":"crossref","unstructured":"R. Wang, Q. Zeng, S. Luo, G. Shen, P. Li, S. Zhang, Dosimetric comparison of static intensity modulated radiotherapy, dynamic intensity modulated radiotherapy and volumetric modulated arc therapy for thoracic esophageal cancer: A single institutional experience, <i>J. Med. Imaging Health Inf.<\/i>, <b>10<\/b> (2020), 628-632.","DOI":"10.1166\/jmihi.2020.2909"},{"key":"key-10.3934\/mbe.2021227-3","doi-asserted-by":"crossref","unstructured":"V. Verma, A. C. Moreno, S. H. Lin, Advances in radiotherapy management of esophageal cancer, <i>J. Clin. Med.<\/i>, <b>5<\/b> (2016).","DOI":"10.3390\/jcm5100091"},{"key":"key-10.3934\/mbe.2021227-4","unstructured":"G. Suzuki, H. Yamazaki, E. Ogo, T. Abe, H. Eto, K. Muraki, et al., Multimodal approach for cervical esophageal carcinoma: Role of neoadjuvant chemotherapy, <i>Anticancer Res.<\/i>, <b>34<\/b> (2014), 1989-1992."},{"key":"key-10.3934\/mbe.2021227-5","doi-asserted-by":"crossref","unstructured":"Y. G. Suh, I. J. Lee, W. S. Koom, J. Cha, J. Y. Lee, S. K. Kim, et al., High-dose versus standard-dose radiotherapy with concurrent chemotherapy in stages ii-iii esophageal cancer, <i>Jpn. J. Clin. Oncol.<\/i>, <b>44<\/b> (2014), 534-540.","DOI":"10.1093\/jjco\/hyu047"},{"key":"key-10.3934\/mbe.2021227-6","doi-asserted-by":"publisher","unstructured":"J. Kharofa, E. Gore, Symptomatic radiation pneumonitis in elderly patients receiving thoracic irradiation, <i>Clin. Lung Cancer<\/i>, <b>14<\/b> (2013), 283-287.","DOI":"10.1016\/j.cllc.2012.10.005"},{"key":"key-10.3934\/mbe.2021227-7","doi-asserted-by":"crossref","unstructured":"T. Ullah, H. Patel, G. M. Pena, R. Shah, A. M. Fein, A contemporary review of radiation pneumonitis, <i>Curr. Opin. Pulm. Med.<\/i>, <b>26<\/b> (2020), 321-325.","DOI":"10.1097\/MCP.0000000000000682"},{"key":"key-10.3934\/mbe.2021227-8","doi-asserted-by":"crossref","unstructured":"L. Giuranno, J. Ient, D. De Ruysscher, M. A. Vooijs, Radiation-induced lung injury (rili), <i>Front. Oncol.<\/i>, <b>9<\/b> (2019), 877.","DOI":"10.3389\/fonc.2019.00877"},{"key":"key-10.3934\/mbe.2021227-9","doi-asserted-by":"crossref","unstructured":"X. Li, Y. Gong, D. Li, L. Xiang, Y. Ou, L. Jiang, et al., Low-dose radiation therapy promotes radiation pneumonitis by activating nlrp3 inflammasome, <i>Int. J. Radiat. Oncol. Biol. Phys.<\/i>, <b>107<\/b> (2020), 804-814.","DOI":"10.1016\/j.ijrobp.2020.02.643"},{"key":"key-10.3934\/mbe.2021227-10","doi-asserted-by":"publisher","unstructured":"S. Senthi, G. H. Griffioen, J. R. van S. de Koste, B. J. Slotman, S. Senan, Comparing rigid and deformable dose registration for high dose thoracic re-irradiation, <i>Radiother. Oncol.<\/i>, <b>106<\/b> (2013), 323-326.","DOI":"10.1016\/j.radonc.2013.01.018"},{"key":"key-10.3934\/mbe.2021227-11","doi-asserted-by":"publisher","unstructured":"M. R. Kaus, K. K. Brock, V. Pekar, L. A. Dawson, A. M. Nichol, D. A. Jaffray, Assessment of a model-based deformable image registration approach for radiation therapy planning, <i>Int. J. Radiat. Oncol. Biol. Phys.<\/i>, <b>68<\/b> (2007), 572-580.","DOI":"10.1016\/j.ijrobp.2007.01.056"},{"key":"key-10.3934\/mbe.2021227-12","doi-asserted-by":"crossref","unstructured":"H. Yamashita, K. Nakagawa, N. Nakamura, H. Koyanagi, M. Tago, H. Igaki, et al., Exceptionally high incidence of symptomatic grade 2-5 radiation pneumonitis after stereotactic radiation therapy for lung tumors, <i>Radiat. Oncol.<\/i>, <b>2<\/b> (2007), 21.","DOI":"10.1186\/1748-717X-2-21"},{"key":"key-10.3934\/mbe.2021227-13","doi-asserted-by":"publisher","unstructured":"Z. R. Zhou, Q. Han, S. X. Liang, X. D. He, N. Y. Cao, Y. J. Zi, Dosimetric factors and lyman normal-tissue complication modelling analysis for predicting radiation-induced lung injury in postoperative breast cancer radiotherapy: A prospective study, <i>Oncotarget<\/i>, <b>8<\/b> (2017), 33855-33863.","DOI":"10.18632\/oncotarget.12979"},{"key":"key-10.3934\/mbe.2021227-14","doi-asserted-by":"crossref","unstructured":"K. Hayashi, Y. Fujiwara, M. Nomura, M. Kamata, H. Kojima, M. Kohzai, et al., Predictive factors for pericardial effusion identified by heart dose-volume histogram analysis in oesophageal cancer patients treated with chemoradiotherapy, <i>Br. J. Radiol.<\/i>, <b>88<\/b> (2015), 20140168.","DOI":"10.1259\/bjr.20140168"},{"key":"key-10.3934\/mbe.2021227-15","doi-asserted-by":"publisher","unstructured":"R. Awad, L. Nott, Radiation recall pneumonitis induced by erlotinib after palliative thoracic radiotherapy for lung cancer: Case report and literature review, <i>Asia. J. Clin. Oncol.<\/i>, <b>12<\/b> (2016), 91-95.","DOI":"10.1111\/ajco.12447"},{"key":"key-10.3934\/mbe.2021227-16","doi-asserted-by":"crossref","unstructured":"K. Hayashi, N. Yamamoto, M. Karube, M. Nakajima, N. Matsufuji, H. Tsuji, et al., Prognostic analysis of radiation pneumonitis: Carbon-ion radiotherapy in patients with locally advanced lung cancer, <i>Radiat. Oncol.<\/i>, <b>12<\/b> (2017), 91.","DOI":"10.1186\/s13014-017-0830-z"},{"key":"key-10.3934\/mbe.2021227-17","doi-asserted-by":"crossref","unstructured":"C. Henkenberens, S. Janssen, M. Lavae-Mokhtari, K. Leni, A. Meyer, H. Christiansen, et al., Inhalative steroids as an individual treatment in symptomatic lung cancer patients with radiation pneumonitis grade ii after radiotherapy-a single-centre experience, <i>Radiat. Oncol.<\/i>, <b>11<\/b> (2016), 12.","DOI":"10.1186\/s13014-016-0580-3"},{"key":"key-10.3934\/mbe.2021227-18","doi-asserted-by":"crossref","unstructured":"I. R. Vogelius, D. C. Westerly, M. C. Aznar, G. M. Cannon, S. S. Korreman, T. R. Mackie, et al., Estimated radiation pneumonitis risk after photon versus proton therapy alone or combined with chemotherapy for lung cancer, <i>Acta Oncol.<\/i>, <b>50<\/b> (2011), 772-776.","DOI":"10.3109\/0284186X.2011.582519"},{"key":"key-10.3934\/mbe.2021227-19","doi-asserted-by":"crossref","unstructured":"L. B. Marks, S. M. Bentzen, J. O. Deasy, F. M. Kong, J. D. Bradley, I. S. Vogelius, et al., Radiation dose-volume effects in the lung, <i>Int. J. Radiat. Oncol. Biol. Phys.<\/i>, <b>76<\/b> (2010), S70-S76.","DOI":"10.1016\/j.ijrobp.2009.06.091"},{"key":"key-10.3934\/mbe.2021227-20","doi-asserted-by":"crossref","unstructured":"S. E. Schild, P. J. Stella, S. M. Geyer, J. A. Bonner, W. L. McGinnis, J. A. Mailliard, et al., The outcome of combined-modality therapy for stage iii non-small-cell lung cancer in the elderly, <i>J. Clin. Oncol.<\/i>, <b>21<\/b> (2003), 3201-3206.","DOI":"10.1200\/JCO.2003.12.019"},{"key":"key-10.3934\/mbe.2021227-21","doi-asserted-by":"crossref","unstructured":"T. J. Robnett, M. Machtay, E. F. Vines, M. G. McKenna, K. M. Algazy, W. G. McKenna, Factors predicting severe radiation pneumonitis in patients receiving definitive chemoradiation for lung cancer, <i>Int. J. Radiat. Oncol. Biol. Phys.<\/i>, <b>48<\/b> (2000), 89-94.","DOI":"10.1016\/S0360-3016(00)00648-9"},{"key":"key-10.3934\/mbe.2021227-22","doi-asserted-by":"crossref","unstructured":"H. Jin, S. L. Tucker, H. H. Liu, X. Wei, S. S. Yom, S. Wang, et al., Dose-volume thresholds and smoking status for the risk of treatment-related pneumonitis in inoperable non-small cell lung cancer treated with definitive radiotherapy, <i>Radiother. Oncol.<\/i>, <b>91<\/b> (2009), 427-432.","DOI":"10.1016\/j.radonc.2008.09.009"},{"key":"key-10.3934\/mbe.2021227-23","doi-asserted-by":"crossref","unstructured":"J. M. Monson, P. Stark, J. J. Reilly, D. J. Sugarbaker, G. M. Strauss, S. J. Swanson, et al., Clinical radiation pneumonitis and radiographic changes after thoracic radiation therapy for lung carcinoma, <i>Cancer<\/i>, <b>82<\/b> (1998), 842-850.","DOI":"10.1002\/(SICI)1097-0142(19980301)82:5<842::AID-CNCR7>3.0.CO;2-L"},{"key":"key-10.3934\/mbe.2021227-24","doi-asserted-by":"publisher","unstructured":"G. B. Rodrigues, A prospective study on radiation pneumonitis following conformal radiation therapy in non-small-cell lung cancer: Clinical and dosimetric factors analysis, <i>Radiother. Oncol.<\/i>, <b>75<\/b> (2005), 120-121.","DOI":"10.1016\/j.radonc.2005.01.002"}],"container-title":["Mathematical Biosciences and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/www.aimspress.com\/article\/doi\/10.3934\/mbe.2021227?viewType=html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,7]],"date-time":"2021-06-07T06:40:40Z","timestamp":1623048040000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.aimspress.com\/article\/doi\/10.3934\/mbe.2021227"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":24,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021]]}},"URL":"https:\/\/doi.org\/10.3934\/mbe.2021227","relation":{},"ISSN":["1551-0018"],"issn-type":[{"type":"print","value":"1551-0018"}],"subject":[],"published":{"date-parts":[[2021]]}}}