{"id":"https://openalex.org/W2979583482","doi":"https://doi.org/10.1007/978-3-030-32251-9_14","title":"Graph Convolution Based Attention Model for Personalized Disease Prediction","display_name":"Graph Convolution Based Attention Model for Personalized Disease Prediction","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2979583482","doi":"https://doi.org/10.1007/978-3-030-32251-9_14","mag":"2979583482"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32251-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_14","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/A5008387529","display_name":"Anees Kazi","orcid":"https://orcid.org/0000-0003-4528-1670"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Anees Kazi","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011148224","display_name":"Shayan Shekarforoush","orcid":"https://orcid.org/0000-0001-6556-6759"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shayan Shekarforoush","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108677506","display_name":"S. Arvind Krishna","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Arvind Krishna","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073098232","display_name":"Hendrik Burwinkel","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik Burwinkel","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051295664","display_name":"Gerome Vivar","orcid":"https://orcid.org/0000-0001-5370-3090"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerome Vivar","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","German Center for Vertigo and Balance Disorders, Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"German Center for Vertigo and Balance Disorders, Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039985608","display_name":"Benedikt Wiestler","orcid":"https://orcid.org/0000-0002-2963-7772"},"institutions":[{"id":"https://openalex.org/I4210121101","display_name":"M\u00fcnchen Klinik","ror":"https://ror.org/03pfshj32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210121101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedict Wiestler","raw_affiliation_strings":["Department of Neuroradiology, TU Munich University Hospital, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Neuroradiology, TU Munich University Hospital, Munich, Germany","institution_ids":["https://openalex.org/I4210121101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113754180","display_name":"Karsten Kort\u00fcm","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karsten Kort\u00fcm","raw_affiliation_strings":["Augenklinik der Universit\u00e4t, Klinikum der Universit\u00e4t M\u00fcnchen, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Augenklinik der Universit\u00e4t, Klinikum der Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031842791","display_name":"Seyed\u2010Ahmad Ahmadi","orcid":"https://orcid.org/0000-0002-7082-0739"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Seyed-Ahmad Ahmadi","raw_affiliation_strings":["German Center for Vertigo and Balance Disorders, Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"German Center for Vertigo and Balance Disorders, Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038615871","display_name":"Shadi Albarqouni","orcid":"https://orcid.org/0000-0003-2157-2211"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shadi Albarqouni","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","Whiting School of Engineering, Johns Hopkins University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Whiting School of Engineering, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5008387529"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.7841,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97302315,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8580905199050903},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6329982280731201},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5637000203132629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4150836169719696},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38458773493766785},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.058577150106430054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8580905199050903},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6329982280731201},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5637000203132629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4150836169719696},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38458773493766785},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.058577150106430054}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-32251-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32251-9_14","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":0.4699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1512511032","https://openalex.org/W2468907370","https://openalex.org/W2519887557","https://openalex.org/W2523940166","https://openalex.org/W2604525417","https://openalex.org/W2751808960","https://openalex.org/W2772905286","https://openalex.org/W2796762894","https://openalex.org/W2921730678","https://openalex.org/W2950842720","https://openalex.org/W2962876161","https://openalex.org/W2963794481","https://openalex.org/W2963858333","https://openalex.org/W2982327501","https://openalex.org/W3100850306","https://openalex.org/W6600020652","https://openalex.org/W6692265866"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}