{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T19:34:36Z","timestamp":1742931276685,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031652226"},{"type":"electronic","value":"9783031652233"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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\/978-3-031-65223-3_22","type":"book-chapter","created":{"date-parts":[[2024,7,30]],"date-time":"2024-07-30T07:02:22Z","timestamp":1722322942000},"page":"324-340","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Robust Optimization for\u00a0IMPT: Introducing and\u00a0Comparing Different Automated Approaches"],"prefix":"10.1007","author":[{"given":"Joana","family":"Neves","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5981-4469","authenticated-orcid":false,"given":"Humberto","family":"Rocha","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7988-7545","authenticated-orcid":false,"given":"Br\u00edgida","family":"Ferreira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2517-7905","authenticated-orcid":false,"given":"Joana","family":"Dias","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,7,31]]},"reference":[{"key":"22_CR1","first-page":"111","volume":"36","author":"E Evans","year":"2018","unstructured":"Evans, E., Staffurth, J.: Principles of cancer treatment by radiotherapy. Surg. Oxf. 36, 111\u2013116 (2018)","journal-title":"Surg. Oxf."},{"key":"22_CR2","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1137\/S0036144598342032","volume":"41","author":"DM Shepard","year":"1999","unstructured":"Shepard, D.M., Ferris, M.C., Olivera, G.H., Mackie, T.R.: Optimizing the delivery of radiation therapy to cancer patients. SIAM Rev. 41, 721\u2013744 (1999)","journal-title":"SIAM Rev."},{"key":"22_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-29999-8","volume-title":"New Technologies in Radiation Oncology","author":"LW Brady","year":"2006","unstructured":"Brady, L.W., Heilmann, H.P., Molls, M.: New Technologies in Radiation Oncology. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/3-540-29999-8"},{"key":"22_CR4","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1109\/TASE.2014.2360530","volume":"12","author":"J Song","year":"2014","unstructured":"Song, J., Shi, Z., Sun, B., Shi, L.: Treatment planning for volumetric-modulated arc therapy: Model and heuristic algorithms. IEEE Trans. Autom. Sci. Eng. 12, 116\u2013126 (2014)","journal-title":"IEEE Trans. Autom. Sci. Eng."},{"key":"22_CR5","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1109\/TASE.2022.3198106","volume":"20","author":"F Wang","year":"2022","unstructured":"Wang, F., Huang, Y.-L., Ju, F.: Simulation optimization gantry call-back control method for proton therapy systems. IEEE Trans. Autom. Sci. Eng. 20, 1565\u20131576 (2022)","journal-title":"IEEE Trans. Autom. Sci. Eng."},{"key":"22_CR6","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.addr.2016.11.006","volume":"109","author":"R Mohan","year":"2017","unstructured":"Mohan, R., Grosshans, D.: Proton therapy-present and future. Adv. Drug Deliv. Rev. 109, 26\u201344 (2017)","journal-title":"Adv. Drug Deliv. Rev."},{"unstructured":"ICRU, Prescibing, Recording and Reporting Proton-Beam Therapy (ICRU Report 78). J. ICRU (2007)","key":"22_CR7"},{"key":"22_CR8","doi-asserted-by":"publisher","first-page":"1083","DOI":"10.1118\/1.4941007","volume":"43","author":"J Dias","year":"2016","unstructured":"Dias, J., Rocha, H., Ventura, T., Ferreira, B., Lopes, M.C.: Automated fluence map optimization based on fuzzy inference systems. Med. Phys. 43, 1083\u20131095 (2016)","journal-title":"Med. Phys."},{"doi-asserted-by":"crossref","unstructured":"Cao, W., et al.: Reflections on beam configuration optimization for intensity-modulated proton therapy. Phys. Med. Biol. 67, 13TR01 (2022)","key":"22_CR9","DOI":"10.1088\/1361-6560\/ac6fac"},{"key":"22_CR10","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1080\/02331934.2011.607498","volume":"61","author":"H Rocha","year":"2012","unstructured":"Rocha, H., Dias, J.M., Ferreira, B.C., Lopes, M.C.: Combinatorial optimization for an improved transition from fluence optimization to fluence delivery in IMRT treatment planning. Optimization 61, 969\u2013987 (2012)","journal-title":"Optimization"},{"key":"22_CR11","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1016\/j.ejor.2011.09.038","volume":"217","author":"GJ Lim","year":"2012","unstructured":"Lim, G.J., Cao, W.: A two-phase method for selecting IMRT treatment beam angles: branch-and-Prune and local neighborhood search. Eur. J. Oper. Res. 217, 609\u2013618 (2012)","journal-title":"Eur. J. Oper. Res."},{"key":"22_CR12","doi-asserted-by":"publisher","first-page":"2187","DOI":"10.1016\/j.cor.2012.06.009","volume":"40","author":"D Bertsimas","year":"2013","unstructured":"Bertsimas, D., Cacchiani, V., Craft, D., Nohadani, O.: A hybrid approach to beam angle optimization in intensity-modulated radiation therapy. Comput. Oper. Res. 40, 2187\u20132197 (2013)","journal-title":"Comput. Oper. Res."},{"key":"22_CR13","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1007\/s10898-012-0002-5","volume":"57","author":"H Rocha","year":"2013","unstructured":"Rocha, H., Dias, J.M., Ferreira, B.C., Lopes, M.C.: Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework. J. Glob. Optim. 57, 1065\u20131089 (2013)","journal-title":"J. Glob. Optim."},{"key":"22_CR14","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1007\/s10100-013-0289-4","volume":"22","author":"J Dias","year":"2014","unstructured":"Dias, J., Rocha, H., Ferreira, B., Lopes, M.C.: A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization. Cent. Eur. J. Oper. Res. 22, 431\u2013455 (2014)","journal-title":"Cent. Eur. J. Oper. Res."},{"key":"22_CR15","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1007\/s10479-014-1564-z","volume":"217","author":"GJ Lim","year":"2014","unstructured":"Lim, G.J., Kardar, L., Cao, W.: A hybrid framework for optimizing beam angles in radiation therapy planning. Ann. Oper. Res. 217, 357\u2013383 (2014)","journal-title":"Ann. Oper. Res."},{"key":"22_CR16","doi-asserted-by":"publisher","first-page":"908","DOI":"10.1111\/itor.12587","volume":"26","author":"H Rocha","year":"2019","unstructured":"Rocha, H., Dias, J.M., Ventura, T., Ferreira, B.C., Lopes, M.C.: Beam angle optimization in IMRT: are we really optimizing what matters? Int. Trans. Oper. Res. 26, 908\u2013928 (2019)","journal-title":"Int. Trans. Oper. Res."},{"key":"22_CR17","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1109\/TETCI.2022.3230958","volume":"7","author":"M Gutierrez","year":"2023","unstructured":"Gutierrez, M., Cabrera-Guerrero, G., Lagos, C.: A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem. IEEE Trans. Emerg. Top. Comput. Intell. 7, 1499\u20131510 (2023)","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."},{"key":"22_CR18","doi-asserted-by":"publisher","first-page":"680","DOI":"10.1287\/opre.2014.1267","volume":"62","author":"TC Chan","year":"2014","unstructured":"Chan, T.C., Craig, T., Lee, T., Sharpe, M.B.: Generalized inverse multiobjective optimization with application to cancer therapy. Oper. Res. 62, 680\u2013695 (2014)","journal-title":"Oper. Res."},{"key":"22_CR19","doi-asserted-by":"publisher","first-page":"e1011","DOI":"10.1002\/mp.12943","volume":"45","author":"M Wedenberg","year":"2018","unstructured":"Wedenberg, M., Beltran, C., Mairani, A., Alber, M.: Advanced treatment planning. Med. Phys. 45, e1011\u2013e1023 (2018)","journal-title":"Med. Phys."},{"key":"22_CR20","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.semradonc.2017.11.005","volume":"28","author":"J Unkelbach","year":"2018","unstructured":"Unkelbach, J., Paganetti, H.: Robust proton treatment planning: physical and biological optimization. Semin. Radiat. Oncol. 28, 88\u201396 (2018)","journal-title":"Semin. Radiat. Oncol."},{"key":"22_CR21","doi-asserted-by":"publisher","first-page":"20120288","DOI":"10.1259\/bjr.20120288","volume":"86","author":"SE McGowan","year":"2013","unstructured":"McGowan, S.E., Burnet, N.G., Lomax, A.J.: Treatment planning optimisation in proton therapy. Br. J. Radiol. 86, 20120288\u201320120288 (2013)","journal-title":"Br. J. Radiol."},{"key":"22_CR22","doi-asserted-by":"publisher","first-page":"5790","DOI":"10.1088\/1361-6560\/aa6ec5","volume":"62","author":"N Wahl","year":"2017","unstructured":"Wahl, N., Hennig, P., Wieser, H.P., Bangert, M.: Efficiency of analytical and sampling-based uncertainty propagation in intensity-modulated proton therapy. Phys. Med. Biol. 62, 5790 (2017)","journal-title":"Phys. Med. Biol."},{"key":"22_CR23","doi-asserted-by":"publisher","first-page":"1317","DOI":"10.1002\/mp.12775","volume":"45","author":"N Wahl","year":"2018","unstructured":"Wahl, N., Hennig, P., Wieser, H.-P., Bangert, M.: Analytical incorporation of fractionation effects in probabilistic treatment planning for intensity-modulated proton therapy. Med. Phys. 45, 1317\u20131328 (2018)","journal-title":"Med. Phys."},{"key":"22_CR24","doi-asserted-by":"publisher","DOI":"10.1118\/1.4801899","volume":"40","author":"W Liu","year":"2013","unstructured":"Liu, W., et al.: Effectiveness of robust optimization in intensity-modulated proton therapy planning for head and neck cancers. Med. Phys. 40, 051711 (2013)","journal-title":"Med. Phys."},{"doi-asserted-by":"crossref","unstructured":"Zaghian, M., Cao, W., Liu, W., Kardar, L., Randeniya, S., Mohan, R., Lim, G.: Comparison of linear and nonlinear programming approaches for \u201cworst case dose\u201d and \u201cminmax\u201d robust optimization of intensity-modulated proton therapy dose distributions. J. Appl. Clin. Med. Phys. 18, 15\u201325 (2017)","key":"22_CR25","DOI":"10.1002\/acm2.12033"},{"key":"22_CR26","doi-asserted-by":"publisher","first-page":"1923","DOI":"10.1016\/j.ijrobp.2011.02.050","volume":"82","author":"EL Khoo","year":"2012","unstructured":"Khoo, E.L., et al.: Prostate contouring variation: can it be fixed? Int. J. Radiat. Oncol. Biol. Phys. 82, 1923\u20131929 (2012)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"doi-asserted-by":"crossref","unstructured":"Unkelbach, J., et al.: Robust radiotherapy planning. Phys. Med. Biol. 63, 22TR02 (2018)","key":"22_CR27","DOI":"10.1088\/1361-6560\/aae659"},{"key":"22_CR28","doi-asserted-by":"publisher","first-page":"1079","DOI":"10.1118\/1.3679340","volume":"39","author":"W Liu","year":"2012","unstructured":"Liu, W., Zhang, X., Li, Y., Mohan, R.: Robust optimization of intensity modulated proton therapy. Med. Phys. 39, 1079\u20131091 (2012)","journal-title":"Med. Phys."},{"key":"22_CR29","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1016\/j.ijrobp.2017.05.005","volume":"99","author":"R Mohan","year":"2017","unstructured":"Mohan, R., Das, I.J., Ling, C.C.: Empowering intensity modulated proton therapy through physics and technology: an overview. Int. J. Radiat. Oncol. Biol. Phys. 99, 304\u2013316 (2017)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"22_CR30","doi-asserted-by":"publisher","first-page":"1672","DOI":"10.1118\/1.3556559","volume":"38","author":"A Fredriksson","year":"2011","unstructured":"Fredriksson, A., Forsgren, A., Hardemark, B.: Minimax optimization for handling range and setup uncertainties in proton therapy. Med. Phys. 38, 1672\u20131684 (2011)","journal-title":"Med. Phys."},{"key":"22_CR31","doi-asserted-by":"publisher","first-page":"2556","DOI":"10.1002\/mp.12251","volume":"44","author":"HP Wieser","year":"2017","unstructured":"Wieser, H.P., et al.: Development of the open-source dose calculation and optimization toolkit matRad. Med. Phys. 44, 2556\u20132568 (2017)","journal-title":"Med. Phys."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2024 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-65223-3_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,30]],"date-time":"2024-07-30T07:05:54Z","timestamp":1722323154000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-65223-3_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031652226","9783031652233"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-65223-3_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"31 July 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hanoi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}