{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,5]],"date-time":"2026-04-05T05:25:23Z","timestamp":1775366723605,"version":"3.50.1"},"reference-count":37,"publisher":"Korean Society of Exercise Rehabilitation","issue":"5","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/3.0\/"}],"content-domain":{"domain":["e-jer.org"],"crossmark-restriction":true},"short-container-title":["J Exerc Rehabil"],"abstract":"<jats:p>Artificial intelligence (AI) has been introduced in urology research and practice. Application of AI leads to better accuracy of disease diagnosis and predictive model for monitoring of responses to medical treatments. This mini-review article aims to summarize current applications and development of AI in urology setting, in particular for diagnosis and treatment of urological diseases. This review will introduce that machine learning algorithm-based models will enhance the prediction accuracy for various bladder diseases including interstitial cystitis, bladder cancer, and reproductive urology.<\/jats:p>","DOI":"10.12965\/jer.2142596.298","type":"journal-article","created":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T23:49:35Z","timestamp":1635292175000},"page":"308-312","update-policy":"https:\/\/doi.org\/10.12965\/crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Applications of artificial intelligence in urological setting: a hopeful path to improved care"],"prefix":"10.12965","volume":"17","author":[{"given":"Sung-Jong","family":"Eun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jayoung","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7045-8004","authenticated-orcid":true,"given":"Khae Hawn","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"5137","published-online":{"date-parts":[[2021,10,26]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1089\/end.2016.0791"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5213\/inj.2040186.093"},{"key":"ref3","first-page":"4172","volume-title":"Artificial intelligence in predicting bladder cancer outcome: a comparison of neuro-fuzzy modeling and artificial neural networks","author":"Catto","year":"2003"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.23736\/s0393-2249.19.03613-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5213\/inj.19381534.077"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5213\/inj.2142276.138"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1074\/mcp.tir119.001559"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1198\/016214502760047131"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.metabol.2017.01.011"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0210976"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1471-0528.1980.tb04443.x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00240-014-0656-1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz690"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5213\/inj.1938058.029"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5213\/inj.2040318.159"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/iju.12209"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/21681805.2019.1665579"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11306-019-1555-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.04.021"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1126\/science.361.6405.864"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1309\/ajcpe1o9ykmrsqkg"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/cncy.22102"},{"key":"ref25","first-page":"1756287219832172","volume-title":"An introduction to the epidemiology and burden of urinary tract infections","author":"Medina","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5213\/inj.2142166.083"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5213\/inj.1938020.010"},{"key":"ref28","first-page":"144","volume-title":"Repetitive transcranial magnetic stimulation for chronic prostatitis\/chronic pelvic pain syndrome: a prospective pilot study","author":"Nikkola","year":"2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/eht439"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5213\/inj.1836256.128"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2019.07.006"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/cncy.22176"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1101\/557470"},{"key":"ref34","first-page":"175","volume-title":"A hidden markov model for predicting transmembrane helices in protein sequences","author":"Sonnhammer","year":"1998"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-019-06222-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1111\/j.1464-410x.1992.tb15657.x"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-017-1522-8"}],"container-title":["Journal of Exercise Rehabilitation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/e-jer.org\/upload\/jer-17-5-308.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/e-jer.org\/journal\/view.php?doi=10.12965\/jer.2142596.298","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/e-jer.org\/upload\/jer-17-5-308.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,3]],"date-time":"2021-11-03T02:13:40Z","timestamp":1635905620000},"score":1,"resource":{"primary":{"URL":"http:\/\/e-jer.org\/journal\/view.php?number=2013600897"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":37,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2021,10,28]]}},"URL":"https:\/\/doi.org\/10.12965\/jer.2142596.298","relation":{},"ISSN":["2288-176X","2288-1778"],"issn-type":[{"value":"2288-176X","type":"print"},{"value":"2288-1778","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-09-12","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-10-10","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-10-26","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}