<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>6(1)</volume><submitter>Eilts SK</submitter><pubmed_abstract>&lt;h4>Importance&lt;/h4>One of the biggest challenges when using anti-vascular endothelial growth factor (VEGF) agents to treat retinopathy of prematurity (ROP) is the need to perform long-term follow-up examinations to identify eyes at risk of ROP reactivation requiring retreatment.&lt;h4>Objective&lt;/h4>To evaluate whether an artificial intelligence (AI)-based vascular severity score (VSS) can be used to analyze ROP regression and reactivation after anti-VEGF treatment and potentially identify eyes at risk of ROP reactivation requiring retreatment.&lt;h4>Design, setting, and participants&lt;/h4>This prognostic study was a secondary analysis of posterior pole fundus images collected during the multicenter, double-blind, investigator-initiated Comparing Alternative Ranibizumab Dosages for Safety and Effic</pubmed_abstract><journal>JAMA network open</journal><pagination>e2251512</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9857423</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score.</pubmed_title><pmcid>PMC9857423</pmcid><pubmed_authors>Tautz J</pubmed_authors><pubmed_authors>Stech M</pubmed_authors><pubmed_authors>Sabir H</pubmed_authors><pubmed_authors>Clemens CR</pubmed_authors><pubmed_authors>Smith LEH</pubmed_authors><pubmed_authors>Lehmann F</pubmed_authors><pubmed_authors>Wegener S</pubmed_authors><pubmed_authors>Tekaat M</pubmed_authors><pubmed_authors>Goebel A</pubmed_authors><pubmed_authors>Werner C</pubmed_authors><pubmed_authors>Friedhoff C</pubmed_authors><pubmed_authors>Roider J</pubmed_authors><pubmed_authors>Oberacher-Velten I</pubmed_authors><pubmed_authors>Ackermann P</pubmed_authors><pubmed_authors>Konrad J</pubmed_authors><pubmed_authors>Felzmann S</pubmed_authors><pubmed_authors>Herrmann K</pubmed_authors><pubmed_authors>Jandeck I</pubmed_authors><pubmed_authors>Tode J</pubmed_authors><pubmed_authors>Buhler A</pubmed_authors><pubmed_authors>Stavropolou D</pubmed_authors><pubmed_authors>Supe J</pubmed_authors><pubmed_authors>Aisenbrey S</pubmed_authors><pubmed_authors>Bruckmann A</pubmed_authors><pubmed_authors>Bergmann A</pubmed_authors><pubmed_authors>Ehmer A</pubmed_authors><pubmed_authors>Gerding H</pubmed_authors><pubmed_authors>Hentschel R</pubmed_authors><pubmed_authors>Krohne TU</pubmed_authors><pubmed_authors>Brinken R</pubmed_authors><pubmed_authors>Petrak M</pubmed_authors><pubmed_authors>Szymanek B</pubmed_authors><pubmed_authors>Braunstein J</pubmed_authors><pubmed_authors>Busch M</pubmed_authors><pubmed_authors>Campbell JP</pubmed_authors><pubmed_authors>Czauderna J</pubmed_authors><pubmed_authors>Kopetzky E</pubmed_authors><pubmed_authors>Horn S</pubmed_authors><pubmed_authors>Stahl A</pubmed_authors><pubmed_authors>Nentwich M</pubmed_authors><pubmed_authors>Hasselbach HC</pubmed_authors><pubmed_authors>Purtskhvanidze K</pubmed_authors><pubmed_authors>Schrader S</pubmed_authors><pubmed_authors>Barth T</pubmed_authors><pubmed_authors>Hofmann M</pubmed_authors><pubmed_authors>Dralle W</pubmed_authors><pubmed_authors>Rudolph G</pubmed_authors><pubmed_authors>Schrader M</pubmed_authors><pubmed_authors>Hornig-Franz I</pubmed_authors><pubmed_authors>Hohn T</pubmed_authors><pubmed_authors>Blecha C</pubmed_authors><pubmed_authors>Segerer H</pubmed_authors><pubmed_authors>Mihailovic N</pubmed_authors><pubmed_authors>Coyner AS</pubmed_authors><pubmed_authors>Schwarz S</pubmed_authors><pubmed_authors>Reiff C</pubmed_authors><pubmed_authors>Uhlig C</pubmed_authors><pubmed_authors>Monig T</pubmed_authors><pubmed_authors>Genzel-Boroviczeny O</pubmed_authors><pubmed_authors>Avenarius S</pubmed_authors><pubmed_authors>Muller-Hansen I</pubmed_authors><pubmed_authors>Kleinert E</pubmed_authors><pubmed_authors>Kittel J</pubmed_authors><pubmed_authors>Volker M</pubmed_authors><pubmed_authors>Kant E</pubmed_authors><pubmed_authors>Brinkmann CK</pubmed_authors><pubmed_authors>Gerberth A</pubmed_authors><pubmed_authors>Lohmeier K</pubmed_authors><pubmed_authors>Termuhlen J</pubmed_authors><pubmed_authors>Eilts SK</pubmed_authors><pubmed_authors>Altmann M</pubmed_authors><pubmed_authors>Falkenau S</pubmed_authors><pubmed_authors>Lindemann S</pubmed_authors><pubmed_authors>Rieger-Fackeldey E</pubmed_authors><pubmed_authors>Keller-Wackerbauer A</pubmed_authors><pubmed_authors>Schroder G</pubmed_authors><pubmed_authors>Muller P</pubmed_authors><pubmed_authors>Schroder M</pubmed_authors><pubmed_authors>Adorf A</pubmed_authors><pubmed_authors>Hagemann U</pubmed_authors><pubmed_authors>Helbig H</pubmed_authors><pubmed_authors>Daniel M</pubmed_authors><pubmed_authors>Schmidt S</pubmed_authors><pubmed_authors>Kalpathy-Cramer J</pubmed_authors><pubmed_authors>Schuart C</pubmed_authors><pubmed_authors>Holz FG</pubmed_authors><pubmed_authors>Ehrt O</pubmed_authors><pubmed_authors>Ostmo S</pubmed_authors><pubmed_authors>Loos DS</pubmed_authors><pubmed_authors>Benga J</pubmed_authors><pubmed_authors>Apel C</pubmed_authors><pubmed_authors>Bottger R</pubmed_authors><pubmed_authors>Hufendiek K</pubmed_authors><pubmed_authors>Jagle H</pubmed_authors><pubmed_authors>Susskind D</pubmed_authors><pubmed_authors>Reichl S</pubmed_authors><pubmed_authors>Partsch M</pubmed_authors><pubmed_authors>Chiang MF</pubmed_authors><pubmed_authors>Muller A</pubmed_authors><pubmed_authors>Muller C</pubmed_authors><pubmed_authors>Pressler A</pubmed_authors><pubmed_authors>Eter N</pubmed_authors><pubmed_authors>Lagreze WA</pubmed_authors><pubmed_authors>Comparing Alternative Ranibizumab Dosages for Safety and Efficacy in Retinopathy of Prematurity (CARE-ROP) Study Group</pubmed_authors><pubmed_authors>Bendiks M</pubmed_authors><pubmed_authors>Chan RVP</pubmed_authors><pubmed_authors>Bialkowski A</pubmed_authors><pubmed_authors>Gliem M</pubmed_authors><pubmed_authors>Alten F</pubmed_authors><pubmed_authors>Grundel M</pubmed_authors><pubmed_authors>Molnar F</pubmed_authors><pubmed_authors>Richter O</pubmed_authors><pubmed_authors>Lagreze W</pubmed_authors><pubmed_authors>Kunze D</pubmed_authors><pubmed_authors>Alex A</pubmed_authors><pubmed_authors>Thilmany C</pubmed_authors><pubmed_authors>Raffel Y</pubmed_authors><pubmed_authors>Guthoff T</pubmed_authors><pubmed_authors>Pfeil JM</pubmed_authors><pubmed_authors>Heymer P</pubmed_authors><pubmed_authors>Modlich S</pubmed_authors><pubmed_authors>Mayatepek E</pubmed_authors><pubmed_authors>Schmitz-Valckenberg S</pubmed_authors><pubmed_authors>Kupitz D</pubmed_authors><pubmed_authors>Guthoff R</pubmed_authors><pubmed_authors>Schmitz EJ</pubmed_authors><pubmed_authors>Ockert-Schon F</pubmed_authors><pubmed_authors>Dimopoulos S</pubmed_authors><pubmed_authors>Gross N</pubmed_authors><pubmed_authors>Brunder MC</pubmed_authors><pubmed_authors>Brevis F</pubmed_authors><pubmed_authors>Inhoffen W</pubmed_authors><pubmed_authors>Bartsch K</pubmed_authors><pubmed_authors>Brandl-Ruhle S</pubmed_authors><pubmed_authors>Meltendorf S</pubmed_authors><pubmed_authors>Poschkamp B</pubmed_authors><pubmed_authors>Steinberg J</pubmed_authors><pubmed_authors>Munch HG</pubmed_authors></additional><is_claimable>false</is_claimable><name>Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score.</name><description>&lt;h4>Importance&lt;/h4>One of the biggest challenges when using anti-vascular endothelial growth factor (VEGF) agents to treat retinopathy of prematurity (ROP) is the need to perform long-term follow-up examinations to identify eyes at risk of ROP reactivation requiring retreatment.&lt;h4>Objective&lt;/h4>To evaluate whether an artificial intelligence (AI)-based vascular severity score (VSS) can be used to analyze ROP regression and reactivation after anti-VEGF treatment and potentially identify eyes at risk of ROP reactivation requiring retreatment.&lt;h4>Design, setting, and participants&lt;/h4>This prognostic study was a secondary analysis of posterior pole fundus images collected during the multicenter, double-blind, investigator-initiated Comparing Alternative Ranibizumab Dosages for Safety and Effic</description><dates><release>2023-01-01T00:00:00Z</release><publication>2023 Jan</publication><modification>2025-04-26T12:54:53.957Z</modification><creation>2025-04-06T14:07:35.349Z</creation></dates><accession>S-EPMC9857423</accession><cross_references><pubmed>36656578</pubmed><doi>10.1001/jamanetworkopen.2022.51512</doi></cross_references></HashMap>