{"id":"https://openalex.org/W4393336014","doi":"https://doi.org/10.48550/arxiv.2403.19425","title":"A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge","display_name":"A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393336014","doi":"https://doi.org/10.48550/arxiv.2403.19425"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2403.19425","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19425","pdf_url":"https://arxiv.org/pdf/2403.19425","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.19425","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077697378","display_name":"Ezequiel de la Rosa","orcid":"https://orcid.org/0000-0002-9042-1962"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"de la Rosa, Ezequiel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060822066","display_name":"Mauricio Reyes","orcid":"https://orcid.org/0000-0002-2434-9990"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reyes, Mauricio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039882545","display_name":"Sook\u2010Lei Liew","orcid":"https://orcid.org/0000-0001-5935-4215"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liew, Sook-Lei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046939572","display_name":"A. Hutton","orcid":"https://orcid.org/0000-0002-7661-686X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hutton, Alexandre","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059989473","display_name":"Roland Wiest","orcid":"https://orcid.org/0000-0001-7030-2045"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wiest, Roland","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020320620","display_name":"Johannes Kaesmacher","orcid":"https://orcid.org/0000-0002-9177-2289"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaesmacher, Johannes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020509478","display_name":"Uta Hanning","orcid":"https://orcid.org/0000-0002-7543-8555"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanning, Uta","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001804995","display_name":"Arsany Hakim","orcid":"https://orcid.org/0000-0001-9431-1069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hakim, Arsany","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067041548","display_name":"Richard Zubal","orcid":"https://orcid.org/0009-0006-1517-3061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zubal, Richard","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059672648","display_name":"Waldo Valenzuela","orcid":"https://orcid.org/0000-0002-6629-3366"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valenzuela, Waldo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039669507","display_name":"David Robben","orcid":"https://orcid.org/0000-0002-2266-8867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robben, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004810330","display_name":"Diana Sima","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sima, Diana M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066945263","display_name":"Vincenzo Anania","orcid":"https://orcid.org/0000-0002-3683-7764"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anania, Vincenzo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009367852","display_name":"Arne Brys","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brys, Arne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031501951","display_name":"James Meakin","orcid":"https://orcid.org/0000-0002-9861-6166"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meakin, James A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001784319","display_name":"Anne Mickan","orcid":"https://orcid.org/0000-0002-2348-8921"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mickan, Anne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058748052","display_name":"Gabriel Broocks","orcid":"https://orcid.org/0000-0002-7575-9850"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Broocks, Gabriel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022377411","display_name":"Christian Heitkamp","orcid":"https://orcid.org/0000-0002-8988-0918"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heitkamp, Christian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006477813","display_name":"Shengbo Gao","orcid":"https://orcid.org/0000-0003-1792-7825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Shengbo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077313814","display_name":"Kongming Liang","orcid":"https://orcid.org/0000-0002-4726-093X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang, Kongming","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101808090","display_name":"Ziji Zhang","orcid":"https://orcid.org/0000-0002-1904-8296"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Ziji","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019723867","display_name":"Md Mahfuzur Rahman Siddiquee","orcid":"https://orcid.org/0000-0001-7145-215X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siddiquee, Md Mahfuzur Rahman","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002997328","display_name":"Andriy Myronenko","orcid":"https://orcid.org/0000-0001-8713-7031"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Myronenko, Andriy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010054283","display_name":"Pooya Ashtari","orcid":"https://orcid.org/0000-0002-5032-7808"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashtari, Pooya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108106741","display_name":"Sabine Van Huffel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Van Huffel, Sabine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110723260","display_name":"Hyunsu Jeong","orcid":"https://orcid.org/0000-0002-7446-0478"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeong, Hyun-su","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067257945","display_name":"Chiho Yoon","orcid":"https://orcid.org/0000-0001-5284-1002"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoon, Chi-ho","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091718941","display_name":"Chulhong Kim","orcid":"https://orcid.org/0000-0001-7249-1257"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Chulhong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015988055","display_name":"Jiayu Huo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huo, Jiayu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082106258","display_name":"S\u00e9bastien Ourselin","orcid":"https://orcid.org/0000-0002-5694-5340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ourselin, Sebastien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003265996","display_name":"Rachel Sparks","orcid":"https://orcid.org/0000-0003-1553-7903"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sparks, Rachel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060062918","display_name":"Albert Cl\u00e8rigues","orcid":"https://orcid.org/0000-0003-1261-5910"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cl\u00e8rigues, Albert","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027168396","display_name":"Arnau Oliver","orcid":"https://orcid.org/0000-0002-0115-0647"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver, Arnau","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064897887","display_name":"Xavier Llad\u00f3","orcid":"https://orcid.org/0000-0003-2777-3479"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Llad\u00f3, Xavier","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014709181","display_name":"Liam Chalcroft","orcid":"https://orcid.org/0000-0003-3363-6454"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chalcroft, Liam","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091662459","display_name":"Ioannis Pappas","orcid":"https://orcid.org/0000-0002-0168-7014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pappas, Ioannis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035292977","display_name":"Jeroen Bertels","orcid":"https://orcid.org/0000-0001-7206-2671"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bertels, Jeroen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109228718","display_name":"Evelien Heylen","orcid":"https://orcid.org/0000-0003-3493-1471"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heylen, Ewout","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027426747","display_name":"J. Moreau","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Moreau, Juliette","raw_affiliation_strings":["CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)","MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)"],"affiliations":[{"raw_affiliation_string":"CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I4210138704"]},{"raw_affiliation_string":"MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)","institution_ids":["https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079504287","display_name":"Nima Hatami","orcid":"https://orcid.org/0000-0003-0186-361X"},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hatami, Nima","raw_affiliation_strings":["MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)","CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)","institution_ids":["https://openalex.org/I4210118047"]},{"raw_affiliation_string":"CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I4210138704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072554919","display_name":"Carole Frindel","orcid":"https://orcid.org/0000-0003-4570-0994"},"institutions":[{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frindel, Carole","raw_affiliation_strings":["MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)","CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"MYRIAD - Modeling & analysis for medical imaging and Diagnosis (France)","institution_ids":["https://openalex.org/I4210118047"]},{"raw_affiliation_string":"CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9 (7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I4210138704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087643647","display_name":"Abdul Qayyum","orcid":"https://orcid.org/0000-0001-5322-7936"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qayyum, Abdul","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002758946","display_name":"Moona Mazher","orcid":"https://orcid.org/0000-0003-4444-5776"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mazher, Moona","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004665770","display_name":"Dom\u00e8nec Puig","orcid":"https://orcid.org/0000-0002-0562-4205"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Puig, Domenec","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101330866","display_name":"Shao-Chieh Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Shao-Chieh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002421254","display_name":"Chun\u2010Jung Juan","orcid":"https://orcid.org/0000-0001-5219-0406"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan, Chun-Jung","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053415156","display_name":"Tao Hu","orcid":"https://orcid.org/0000-0002-0418-1246"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Tianxi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063711541","display_name":"Lyndon Boone","orcid":"https://orcid.org/0000-0002-8177-9401"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boone, Lyndon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056005902","display_name":"Maged Goubran","orcid":"https://orcid.org/0000-0001-5880-0818"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Goubran, Maged","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022894042","display_name":"Yi\u2010Jui Liu","orcid":"https://orcid.org/0000-0001-5865-6836"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yi-Jui","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105589371","display_name":"Susanne Wegener","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wegener, Susanne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023181480","display_name":"Florian Kofler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kofler, Florian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039935645","display_name":"Ivan Ezhov","orcid":"https://orcid.org/0000-0002-0862-6513"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ezhov, Ivan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018632773","display_name":"Suprosanna Shit","orcid":"https://orcid.org/0000-0003-4435-7207"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shit, Suprosanna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044495406","display_name":"Moritz Roman Hern\u00e1ndez Petzsche","orcid":"https://orcid.org/0000-0002-4288-3863"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Petzsche, Moritz R. Hernandez","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002068604","display_name":"Bjoern Menze","orcid":"https://orcid.org/0000-0003-4136-5690"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Menze, Bjoern","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003938965","display_name":"Jan S. Kirschke","orcid":"https://orcid.org/0000-0002-7557-0003"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kirschke, Jan S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5112932778","display_name":"Benedikt Wiestler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wiestler, Benedikt","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":58,"corresponding_author_ids":["https://openalex.org/A5077697378"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.917323112487793},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6404423713684082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5850749611854553},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5069680213928223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5010280609130859},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.47195783257484436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45824193954467773},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.43537700176239014},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1571125090122223},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14821255207061768}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.917323112487793},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6404423713684082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5850749611854553},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5069680213928223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5010280609130859},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.47195783257484436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45824193954467773},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.43537700176239014},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1571125090122223},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14821255207061768},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:arXiv.org:2403.19425","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19425","pdf_url":"https://arxiv.org/pdf/2403.19425","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04808498v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04808498","pdf_url":null,"source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024","raw_type":"Preprints, Working Papers, ..."},{"id":"pmh:oai:zenodo.org:14026715","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arXiv.2403.19425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.48550/arxiv.2403.19425","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2403.19425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.19425","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19425","pdf_url":"https://arxiv.org/pdf/2403.19425","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393336014.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W4367060753","https://openalex.org/W4379141755"],"abstract_inverted_index":{"Diffusion-weighted":[0],"MRI":[1],"(DWI)":[2],"is":[3],"essential":[4],"for":[5,224],"stroke":[6,54,207],"diagnosis,":[7],"treatment":[8],"decisions,":[9],"and":[10,14,102,121,150,175,204],"prognosis.":[11],"However,":[12],"image":[13,120],"disease":[15,122],"variability":[16],"hinder":[17],"the":[18,39,60,71,89,125,140,160,222,231],"development":[19,61],"of":[20,62,66,91],"generalizable":[21],"AI":[22],"algorithms":[23,69,82],"with":[24,52,76,170,180,216],"clinical":[25,130,171,187,238],"value.":[26],"We":[27],"address":[28],"this":[29],"gap":[30],"by":[31,70],"presenting":[32],"a":[33,63,134,154],"novel":[34],"ensemble":[35,85,95,199],"algorithm":[36,200],"derived":[37],"from":[38,55],"2022":[40],"Ischemic":[41],"Stroke":[42],"Lesion":[43],"Segmentation":[44],"(ISLES)":[45],"challenge.":[46],"ISLES'22":[47],"provided":[48],"400":[49],"patient":[50],"scans":[51],"ischemic":[53,99,206],"various":[56],"medical":[57],"centers,":[58],"facilitating":[59],"wide":[64],"range":[65],"cutting-edge":[67],"segmentation":[68,103],"research":[72],"community.":[73],"Through":[74],"collaboration":[75],"leading":[77],"teams,":[78],"we":[79,196,220],"combined":[80],"top-performing":[81],"into":[83],"an":[84,198],"model":[86,96,126],"that":[87,202],"overcomes":[88],"limitations":[90],"individual":[92,112],"solutions.":[93],"Our":[94],"achieved":[97],"superior":[98],"lesion":[100],"detection":[101],"accuracy":[104,115],"on":[105,178,209,214],"our":[106],"internal":[107],"test":[108],"set":[109],"compared":[110],"to":[111,228],"algorithms.":[113],"This":[114,189],"generalized":[116],"well":[117],"across":[118,211],"diverse":[119,212],"variables.":[123],"Furthermore,":[124],"excelled":[127],"in":[128,133],"extracting":[129],"biomarkers.":[131],"Notably,":[132],"Turing-like":[135],"test,":[136],"neuroradiologists":[137],"consistently":[138],"preferred":[139],"algorithm's":[141,164],"segmentations":[142],"over":[143],"manual":[144],"expert":[145,217],"efforts,":[146],"highlighting":[147],"increased":[148],"comprehensiveness":[149],"precision.":[151],"Validation":[152],"using":[153],"real-world":[155,237],"external":[156],"dataset":[157],"(N=1686)":[158],"confirmed":[159],"model's":[161],"generalizability.":[162],"The":[163],"outputs":[165,227],"also":[166],"demonstrated":[167],"strong":[168],"correlations":[169],"scores":[172],"(admission":[173],"NIHSS":[174],"90-day":[176],"mRS)":[177],"par":[179,215],"or":[181],"exceeding":[182],"expert-derived":[183],"results,":[184],"underlining":[185],"its":[186],"relevance.":[188],"study":[190],"offers":[191],"two":[192],"key":[193],"findings.":[194],"First,":[195],"present":[197],"(https://github.com/Tabrisrei/ISLES22_Ensemble)":[201],"detects":[203],"segments":[205],"lesions":[208],"DWI":[210],"scenarios":[213],"(neuro)radiologists.":[218],"Second,":[219],"show":[221],"potential":[223],"biomedical":[225],"challenge":[226],"extend":[229],"beyond":[230],"challenge's":[232],"initial":[233],"objectives,":[234],"demonstrating":[235],"their":[236],"applicability.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2024-03-30T00:00:00"}
