{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T04:14:22Z","timestamp":1745986462800,"version":"3.40.4"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031876592","type":"print"},{"value":"9783031876608","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\/978-3-031-87660-8_21","type":"book-chapter","created":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T12:04:39Z","timestamp":1745928279000},"page":"279-292","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning Applications in\u00a0Male Factor Infertility: Have Cytokines a\u00a0Role in\u00a0the\u00a0Diagnostic Work-Up of\u00a0Varicocele?"],"prefix":"10.1007","author":[{"given":"Nicole Dalia","family":"Cilia","sequence":"first","affiliation":[]},{"given":"Valerio Mario","family":"Salerno","sequence":"additional","affiliation":[]},{"given":"Roberta","family":"Malaguarnera","sequence":"additional","affiliation":[]},{"given":"Francesco","family":"Pallotti","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,4,30]]},"reference":[{"key":"21_CR1","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1007\/s40618-017-0713-z","volume":"41","author":"F Pallotti","year":"2018","unstructured":"Pallotti, F., Paoli, D., Carlini, T., et al.: Varicocele and semen quality: a retrospective case-control study of 4230 patients from a single centre. J. Endocrinol. Invest. 41, 185\u2013192 (2018). https:\/\/doi.org\/10.1007\/s40618-017-0713-z","journal-title":"J. Endocrinol. Invest."},{"key":"21_CR2","doi-asserted-by":"crossref","unstructured":"Wood, G.J., Cardoso, J.P., Paluello, D.V., et al.: Varicocele-associated infertility and the role of oxidative stress on sperm DNA fragmentation. Front. Reprod. Health 3 (2021)","DOI":"10.3389\/frph.2021.695992"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Tavalaee, M., Rahmani, M., Drevet, J.R., Nasr-Esfahani, M.H.: The nlrp3 inflammasome: molecular activation and regulation in spermatogenesis and male infertility; a systematic review. Basic Clin. Androl. 32 (2022)","DOI":"10.1186\/s12610-022-00157-9"},{"key":"21_CR4","doi-asserted-by":"publisher","unstructured":"Finelli, R., Pallotti, F., Cargnelutti, F., et al.: Sperm DNA damage and cytokines in varicocele: a case-control study. Andrologia 53, 14023 (2021). https:\/\/doi.org\/10.1111\/and.14023","DOI":"10.1111\/and.14023"},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Greenberg, D.R., Hudnall, M.T., Goyette, B.N., et al.: Predictors of semen parameters decline following the microsurgical varicocelectomy. Cureus (2023). https:\/\/doi.org\/10.7759.cureus.45061","DOI":"10.7759\/cureus.45061"},{"key":"21_CR6","unstructured":"Agarwal, A., Cannarella, R., Saleh, R., et al.: Impact of varicocele repair on semen parameters in infertile men: A systematic review and meta-analysis. World J. Men\u2019s Health 41, 289\u2013310 (2022). https:\/\/doi.org\/10.5534.wjmh.220142"},{"key":"21_CR7","unstructured":"Hamidi\u00a0Madani, A., Pakdaman, M., Mokhtari, G., et al.: Fertility rate and sperm DNA fragmentation index following varicocelectomy in primary infertile men with clinical varicocele: a prospective longitudinal study. Int. J. Fertil. Steril. 18, 167\u2013172 (2024). https:\/\/doi.org\/10.22074.IJFS.2023.1990486.1441"},{"key":"21_CR8","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1093\/humrep\/dead254","volume":"39","author":"T Lee","year":"2024","unstructured":"Lee, T., Natalwala, J., Chapple, V., Liu, Y.: A brief history of artificial intelligence embryo selection: from black-box to glass-box. Hum. Reprod. 39, 285\u2013292 (2024)","journal-title":"Hum. Reprod."},{"key":"21_CR9","doi-asserted-by":"crossref","unstructured":"Fang, Y., et al.: Varicocele-mediated male infertility: from the perspective of testicular immunity and inflammation. Front. Immunol. 12, 729539 (2021). https:\/\/doi.org\/10.3389.fimmu.2021.729539","DOI":"10.3389\/fimmu.2021.729539"},{"key":"21_CR10","doi-asserted-by":"crossref","unstructured":"Matalliotakis, I.M., Cakmak, H., Fragouli, Y., Kourtis, A., Arici, A., Huszar, G.: Increased il-18 levels in seminal plasma of infertile men with genital tract infections. Am. J. Reprod. Immunol. 55(6), 428\u2013433 (2006). https:\/\/doi.org\/10.1111.j.1600-0897.2006.00380.x","DOI":"10.1111\/j.1600-0897.2006.00380.x"},{"key":"21_CR11","doi-asserted-by":"crossref","unstructured":"Fraczek, M., Kurpisz, M.: Cytokines in the male reproductive tract and their role in infertility disorders. J. Reprod. Immunol. 108, 98\u2013104 (2015). https:\/\/doi.org\/10.1016.j.jri.2015.02.001","DOI":"10.1016\/j.jri.2015.02.001"},{"key":"21_CR12","doi-asserted-by":"crossref","unstructured":"Koccak, I., Yenisey, C., Dundar, M., Okyay, P., Serter, M.: Relationship between seminal plasma interleukin-6 and tumor necrosis factor alpha levels with semen parameters in fertile and infertile men. Urological Res. 30(4), 263\u2013267 (2002). https:\/\/doi.org\/10.1007.s00240-002-0269-y","DOI":"10.1007\/s00240-002-0269-y"},{"key":"21_CR13","doi-asserted-by":"publisher","first-page":"63617","DOI":"10.1007\/s11042-023-17865-7","volume":"83","author":"A Omar AlZoubi","year":"2024","unstructured":"Omar AlZoubi, A., Awad, M.A., Samrraie, L.: Varicocele detection in ultrasound images using deep learning. Multimed Tools Appl. 83, 63617\u201363634 (2024)","journal-title":"Multimed Tools Appl."},{"key":"21_CR14","doi-asserted-by":"crossref","unstructured":"Ory, J., et al.: P-016 using artificial intelligence to predict semen upgrading after microsurgical varicocele repair. Human Reprod. 36($$\\text{Supplement}_1$$), 130\u2013015 (2021)","DOI":"10.1093\/humrep\/deab130.015"},{"issue":"2","key":"21_CR15","doi-asserted-by":"publisher","first-page":"23","DOI":"10.3390\/uro4020003","volume":"4","author":"N Venishetty","year":"2024","unstructured":"Venishetty, N., Alkassis, M., Raheem, O.: The role of artificial intelligence in male infertility: Evaluation and treatment: A narrative review. Uro 4(2), 23\u201335 (2024)","journal-title":"Uro"},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Zeinali, M., Hadian\u00a0Amree, A., Khorramdelazad, H., et al.: Inflammatory and anti-inflammatory cytokines in the seminal plasma of infertile men suffering from varicocele. Andrologia 49(6) (2017). https:\/\/doi.org\/10.1111.and.12685","DOI":"10.1111\/and.12685"},{"issue":"2","key":"21_CR17","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1016\/j.fertnstert.2014.04.017","volume":"102","author":"E Moretti","year":"2014","unstructured":"Moretti, E., Collodel, G., Mazzi, L., Campagna, M., Iacoponi, F., Figura, N.: Resistin, interleukin-6, tumor necrosis factor-alpha, and human semen parameters in the presence of leukocytospermia, smoking habit, and varicocele. Fertil. Steril. 102(2), 354\u2013360 (2014)","journal-title":"Fertil. Steril."},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"World Health Organization: Who laboratory manual for the examination and processing of human semen. 5th (2010)","DOI":"10.1038\/aja.2008.57"},{"key":"21_CR19","doi-asserted-by":"publisher","first-page":"1085","DOI":"10.1007\/s40618-022-01741-6","volume":"45","author":"A Ferlin","year":"2022","unstructured":"Ferlin, A., Calogero, A.E., Krausz, C., et al.: Management of male factor infertility: position statement from the Italian society of andrology and sexual medicine (siams): Endorsing organization: Italian society of embryology, reproduction, and research (sierr). J. Endocrinol. Invest. 45, 1085\u20131113 (2022)","journal-title":"J. Endocrinol. Invest."},{"key":"21_CR20","unstructured":"World Health Organization: WHO Laboratory Manual for the Examination and Processing of Human Semen, 6th edn. Switzerland, Geneva (2021)"},{"issue":"6","key":"21_CR21","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1111\/j.1439-0272.1998.tb01180.x","volume":"30","author":"E Koumantakis","year":"1998","unstructured":"Koumantakis, E., Matalliotakis, I., Kyriakou, D., Fragouli, Y., Relakis, K.: Increased levels of interleukin-8 in human seminal plasma. Andrologia 30(6), 339\u2013343 (1998)","journal-title":"Andrologia"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition. ICPR 2024 International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-87660-8_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T12:04:57Z","timestamp":1745928297000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-87660-8_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031876592","9783031876608"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-87660-8_21","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":"30 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kolkata","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","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 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icpr2024.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}