{"id":"https://openalex.org/W4296901251","doi":"https://doi.org/10.1007/978-3-031-16788-1_32","title":"Interpretable Prediction of\u00a0Pulmonary Hypertension in\u00a0Newborns Using Echocardiograms","display_name":"Interpretable Prediction of\u00a0Pulmonary Hypertension in\u00a0Newborns Using Echocardiograms","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296901251","doi":"https://doi.org/10.1007/978-3-031-16788-1_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16788-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16788-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011829793","display_name":"Hanna Ragnarsd\u00f3ttir","orcid":"https://orcid.org/0000-0003-1047-5408"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Hanna Ragnarsdottir","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016099739","display_name":"Laura Manduchi","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Laura Manduchi","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103556945","display_name":"Holger Michel","orcid":null},"institutions":[{"id":"https://openalex.org/I3129555431","display_name":"University Hospital Regensburg","ror":"https://ror.org/01226dv09","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3129555431"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Michel","raw_affiliation_strings":["Department of Neonatology, University Children\u2019s Hospital Regensburg (KUNO), Regensburg, Germany","Department of Neonatology, University Children's Hospital Regensburg (KUNO), Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neonatology, University Children\u2019s Hospital Regensburg (KUNO), Regensburg, Germany","institution_ids":["https://openalex.org/I3129555431"]},{"raw_affiliation_string":"Department of Neonatology, University Children's Hospital Regensburg (KUNO), Regensburg, Germany","institution_ids":["https://openalex.org/I3129555431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052754040","display_name":"Fabian Laumer","orcid":"https://orcid.org/0000-0001-8562-5680"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fabian Laumer","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-8562-5680","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074637348","display_name":"Sven Wellmann","orcid":"https://orcid.org/0000-0001-9230-6266"},"institutions":[{"id":"https://openalex.org/I3129555431","display_name":"University Hospital Regensburg","ror":"https://ror.org/01226dv09","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3129555431"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sven Wellmann","raw_affiliation_strings":["Department of Neonatology, University Children\u2019s Hospital Regensburg (KUNO), Regensburg, Germany","Department of Neonatology, University Children's Hospital Regensburg (KUNO), Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9230-6266","affiliations":[{"raw_affiliation_string":"Department of Neonatology, University Children\u2019s Hospital Regensburg (KUNO), Regensburg, Germany","institution_ids":["https://openalex.org/I3129555431"]},{"raw_affiliation_string":"Department of Neonatology, University Children's Hospital Regensburg (KUNO), Regensburg, Germany","institution_ids":["https://openalex.org/I3129555431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025666867","display_name":"Ece \u00d6zkan","orcid":"https://orcid.org/0000-0002-9889-6348"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ece Ozkan","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-9889-6348","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045935456","display_name":"Julia E. Vogt","orcid":"https://orcid.org/0000-0002-6004-7770"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Julia E. Vogt","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6004-7770","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011829793"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.2583,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97252614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"529","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9987000226974487,"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/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9958000183105469,"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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pulmonary-hypertension","display_name":"Pulmonary hypertension","score":0.704544186592102},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.6539252400398254},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.6354163885116577},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.6124328374862671},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5471604466438293},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.45182156562805176},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4156655967235565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41537052392959595},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3937806487083435},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3413581848144531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3310268223285675},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.11207133531570435}],"concepts":[{"id":"https://openalex.org/C2780930700","wikidata":"https://www.wikidata.org/wiki/Q1128595","display_name":"Pulmonary hypertension","level":2,"score":0.704544186592102},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.6539252400398254},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.6354163885116577},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6124328374862671},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5471604466438293},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.45182156562805176},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4156655967235565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41537052392959595},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3937806487083435},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3413581848144531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3310268223285675},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.11207133531570435},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16788-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16788-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1866413456","https://openalex.org/W2025885023","https://openalex.org/W2098196669","https://openalex.org/W2139737196","https://openalex.org/W2149034114","https://openalex.org/W2248333849","https://openalex.org/W2295107390","https://openalex.org/W2510686683","https://openalex.org/W2579231017","https://openalex.org/W2615010571","https://openalex.org/W2771268355","https://openalex.org/W2885281024","https://openalex.org/W2894845372","https://openalex.org/W2896287590","https://openalex.org/W2962858109","https://openalex.org/W2963155035","https://openalex.org/W2963524571","https://openalex.org/W2963616706","https://openalex.org/W2979200397","https://openalex.org/W2982136515","https://openalex.org/W2990503944","https://openalex.org/W2995698060","https://openalex.org/W3013435687","https://openalex.org/W3045346211","https://openalex.org/W3105261253","https://openalex.org/W3105445034","https://openalex.org/W3135336488","https://openalex.org/W3157887530","https://openalex.org/W3200865478","https://openalex.org/W4249896096"],"related_works":["https://openalex.org/W2382566571","https://openalex.org/W2349321798","https://openalex.org/W2366686860","https://openalex.org/W2350859087","https://openalex.org/W2387118502","https://openalex.org/W4233775131","https://openalex.org/W2391262724","https://openalex.org/W3036520466","https://openalex.org/W1986903754","https://openalex.org/W2361622496"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
