{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:40:09Z","timestamp":1750516809306,"version":"3.41.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031958403","type":"print"},{"value":"9783031958410","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-95841-0_63","type":"book-chapter","created":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:24Z","timestamp":1750515204000},"page":"339-344","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Reducing Total Fertilization Failure in\u00a0In-Vitro Fertilization: A Prescriptive Analytics Framework for\u00a0Controlled Ovarian Stimulation Protocol Recommendations"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-8781-2918","authenticated-orcid":false,"given":"Shira Sadot","family":"Shaharabani","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9482-6484","authenticated-orcid":false,"given":"Tal","family":"Shavit","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7218-2558","authenticated-orcid":false,"given":"Nadav","family":"Rappoport","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,22]]},"reference":[{"key":"63_CR1","doi-asserted-by":"crossref","unstructured":"Al-Inany, H.G., Youssef, M.A., Orvieto, R., Devroey, P.: Gonadotropin-releasing hormone antagonists for assisted reproductive technology. Cochrane Database Syst. Rev. 4(CD001750) (2016)","DOI":"10.1002\/14651858.CD001750.pub4"},{"issue":"1","key":"63_CR2","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45(1), 5\u201332 (2001)","journal-title":"Mach. Learn."},{"key":"63_CR3","doi-asserted-by":"crossref","unstructured":"Chen, T., Guestrin, C.: Xgboost: a scalable tree boosting system. In: Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 785\u2013794 (2016)","DOI":"10.1145\/2939672.2939785"},{"key":"63_CR4","doi-asserted-by":"crossref","unstructured":"de Jong, J., et al.: Deep learning for clustering of multivariate clinical patient trajectories with missing values. GigaScience 8(11), giz134 (2019)","DOI":"10.1093\/gigascience\/giz134"},{"key":"63_CR5","unstructured":"Devroey, P., Fauser, B.C.J.M., Diedrich, K.: Appropriate clinical decision-making: evidence-based versus personalized medicine. Hum. Reprod. 24(4), 958\u2013962 (2009)"},{"key":"63_CR6","unstructured":"ESHRE Guideline Group: Ovarian stimulation for IVF\/ICSI: an eshre guideline. Reprod. Biomed. Online 42(1), 1\u201315 (2021)"},{"key":"63_CR7","unstructured":"Centers for Disease\u00a0Control and Prevention. Assisted reproductive technology (art) fertility clinic success rates report (2021). Accessed 14 Apr 2025"},{"issue":"2","key":"63_CR8","doi-asserted-by":"publisher","first-page":"302","DOI":"10.1016\/j.fertnstert.2013.06.015","volume":"100","author":"S Gameiro","year":"2013","unstructured":"Gameiro, S., Boivin, J., Domar, A.: Optimal in vitro fertilization in 2020 should reduce treatment burden and enhance care delivery for patients and staff. Fertil. Steril. 100(2), 302\u2013309 (2013)","journal-title":"Fertil. Steril."},{"issue":"3","key":"63_CR9","first-page":"253","volume":"25","author":"DK Gardner","year":"2013","unstructured":"Gardner, D.K., Schoolcraft, W.B.: Culture and transfer of human blastocysts. Curr. Opin. Obstet. Gynecol. 25(3), 253\u2013260 (2013)","journal-title":"Curr. Opin. Obstet. Gynecol."},{"key":"63_CR10","doi-asserted-by":"crossref","unstructured":"Alpha Scientists in Reproductive Medicine and ESHRE SIG: The Istanbul consensus workshop on embryo assessment: proceedings of an expert meeting. Hum. Reprod. 26(6), 1270\u20131283 (2011)","DOI":"10.1016\/j.rbmo.2011.02.001"},{"key":"63_CR11","doi-asserted-by":"crossref","unstructured":"Kuwayama, M., Vajta, G., Kato, O., Leibo, S.P.: Highly efficient vitrification method for cryopreservation of human oocytes. Reprod. BioMed. Online 11(3), 300\u2013308 (2005)","DOI":"10.1016\/S1472-6483(10)60837-1"},{"key":"63_CR12","unstructured":"European\u00a0Society of\u00a0Human\u00a0Reproduction and Embryology. Eshre art fact sheet (2020). Accessed 14 Apr 2025"},{"key":"63_CR13","doi-asserted-by":"crossref","unstructured":"Practice\u00a0Committee of\u00a0the American Society\u00a0for Reproductive\u00a0Medicine. In vitro maturation: a committee opinion. Fertil. Steril. 115(2), 298\u2013304 (2021)","DOI":"10.1016\/j.fertnstert.2020.11.018"},{"issue":"1","key":"63_CR14","first-page":"23","volume":"8","author":"L Rienzi","year":"2002","unstructured":"Rienzi, L., Ubaldi, F., Anniballo, R., Greco, E.: Predictive value of oocyte morphology in human IVF: a systematic review. Hum. Reprod. Update 8(1), 23\u201337 (2002)","journal-title":"Hum. Reprod. Update"},{"issue":"4","key":"63_CR15","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1016\/j.rbmo.2019.06.009","volume":"39","author":"JE Swain","year":"2019","unstructured":"Swain, J.E.: Controversies in art: considerations and risks for uninterrupted embryo culture. Reprod. Biomed. Online 39(4), 469\u2013477 (2019)","journal-title":"Reprod. Biomed. Online"},{"issue":"1","key":"63_CR16","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1186\/s12958-023-01065-x","volume":"21","author":"T Tian","year":"2023","unstructured":"Tian, T., et al.: A Bayesian network model for prediction of low or failed fertilization in assisted reproductive technology based on a large clinical real-world data. Reprod. Biol. Endocrinol. 21(1), 8 (2023)","journal-title":"Reprod. Biol. Endocrinol."}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-95841-0_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:31Z","timestamp":1750515211000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-95841-0_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031958403","9783031958410"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-95841-0_63","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"22 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pavia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aime25.aimedicine.info\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}