{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:07:41Z","timestamp":1742911661379,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031384295"},{"type":"electronic","value":"9783031384301"}],"license":[{"start":{"date-parts":[[2023,9,11]],"date-time":"2023-09-11T00:00:00Z","timestamp":1694390400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,9,11]],"date-time":"2023-09-11T00:00:00Z","timestamp":1694390400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-38430-1_15","type":"book-chapter","created":{"date-parts":[[2023,9,10]],"date-time":"2023-09-10T19:01:24Z","timestamp":1694372484000},"page":"187-197","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Predicting the Risk of Metastatic Dissemination in Non-small Cell Lung Cancer Using Clinical and Genetic Data"],"prefix":"10.1007","author":[{"given":"Emilia","family":"Koz\u0142owska","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Agata Ma\u0142gorzata","family":"Wilk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dorota","family":"Butkiewicz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ma\u0142gorzata","family":"Krze\u015bniak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Agnieszka","family":"Gdowicz-K\u0142osok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Monika","family":"Giglok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafa\u0142","family":"Suwi\u0144ski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrzej","family":"\u015awierniak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,9,11]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","unstructured":"Barta JA, Powell CA, Wisnivesky JP (2019) Global Epidemiology of Lung T. https:\/\/doi.org\/10.5334\/aogh.2419","DOI":"10.5334\/aogh.2419"},{"key":"15_CR2","doi-asserted-by":"publisher","unstructured":"Bennett, S.: Log-logistic regression models for survival data. Appl. Stat. 32(2), 165 (1983). issn: 00359254. https:\/\/doi.org\/10.2307\/2347295","DOI":"10.2307\/2347295"},{"key":"15_CR3","unstructured":"B\u00fchlmann, P., et al.: Model-based Boosting 2.0. J. Mach. Learn. Res. 11(71), 2109\u20132113 (2010). issn: 1533-7928. http:\/\/jmlr.org\/papers\/v11\/hothorn10a.html"},{"key":"15_CR4","doi-asserted-by":"publisher","unstructured":"Butkiewicz, D., et al.: Polymorphisms in egfr gene predict clinical outcome in unresectable non-small cell lung cancer treated with radiotherapy and platinum-based chemoradiotherapy. Int. J. Mol. Sci. 22(11), 5605 (2021). issn: 14220067. https:\/\/doi.org\/10.3390\/IJMS22115605\/S1, https:\/\/www.mdpi.com\/1422-0067\/ 22\/11\/5605\/htm","DOI":"10.3390\/IJMS22115605\/S1"},{"key":"15_CR5","unstructured":"ECOG Performance Status Scale\u2014ECOG-ACRIN Cancer Research Group. https:\/\/ecog-acrin.org\/resources\/ecog-performance-status\/. Visited 05 Nov 2023"},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Harrell, F.E., Lee, K.L., Mark, D.B.: Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat. Med. 15(4), 361\u2013387 (1996). issn: 02776715. https:\/\/doi.org\/10.1002\/(SICI)1097-0258(19960229)15:4$$<$$361::AID-SIM168$$>$$ 3.0.CO;2-4, https:\/\/onlinelibrary.wiley.com\/doi\/epdf\/10.1002\/","DOI":"10.1002\/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4"},{"key":"15_CR7","doi-asserted-by":"publisher","unstructured":"Hothorn, T., B\u00fchlmann, P.: Model-based boosting in high dimensions. Bioinformatics 22(22), 2828\u20132829 (2006). issn: 1367-4803. https:\/\/doi.org\/10.1093\/BIOINFORMATICS\/BTL462, https:\/\/academic.oup.com\/bioinformatics\/article\/22\/22\/2828\/197039","DOI":"10.1093\/BIOINFORMATICS\/BTL462"},{"key":"15_CR8","doi-asserted-by":"publisher","unstructured":"Royston, P.: The lognormal distribution as a model for survival time in cancer, with an emphasis on prognostic factors. Statistica Neerlandica 55(1), 89\u2013104 (2001). issn: 1467-9574. https:\/\/doi.org\/10.1111\/1467-9574.00158, https:\/\/onlinelibrary.wiley.com\/doi\/full\/10.1111\/14679574.00158","DOI":"10.1111\/1467-9574.00158"},{"key":"15_CR9","doi-asserted-by":"publisher","unstructured":"Simon, N., et al.: Regularization paths for cox\u2019s proportional hazards model via coordinate descent. J. Stat. Softw. 39(5), 1\u201313 (2011). issn: 1548-7660. https:\/\/doi.org\/10.18637\/JSS.V039.I05, https:\/\/www.jstatsoft.org\/index.php\/jss\/article\/view\/v039i05","DOI":"10.18637\/JSS.V039.I05"},{"key":"15_CR10","doi-asserted-by":"publisher","unstructured":"Taketomi, N., et al.: Parametric distributions for survival and reliability analyses, a review and historical sketch. Mathematics 10(20), 3907 (2022). issn: 22277390. https:\/\/doi.org\/10.3390\/MATH10203907\/S1, https:\/\/www.mdpi.com\/2227-7390\/10\/20\/3907\/htm","DOI":"10.3390\/MATH10203907\/S1"}],"container-title":["Lecture Notes in Networks and Systems","The Latest Developments and Challenges in Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-38430-1_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,10]],"date-time":"2023-09-10T19:02:39Z","timestamp":1694372559000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-38430-1_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,11]]},"ISBN":["9783031384295","9783031384301"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-38430-1_15","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2023,9,11]]},"assertion":[{"value":"11 September 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PCBEE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Polish Conference on Biocybernetics and Biomedical Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lodz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pcbee2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}