{"id":"https://openalex.org/W4392450872","doi":"https://doi.org/10.1007/978-981-97-1335-6_4","title":"Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification","display_name":"Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392450872","doi":"https://doi.org/10.1007/978-981-97-1335-6_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-1335-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-1335-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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 Electrical Engineering","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/A5111173508","display_name":"Jack Highton","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jack Highton","raw_affiliation_strings":["Aival, London, UK","Kings College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aival, London, UK","institution_ids":[]},{"raw_affiliation_string":"Kings College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057020966","display_name":"Quok Zong Chong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quok Zong Chong","raw_affiliation_strings":["Aival, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aival, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083955502","display_name":"Richard Crawley","orcid":"https://orcid.org/0000-0002-6357-7654"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Crawley","raw_affiliation_strings":["Kings College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kings College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019012882","display_name":"Julia A. Schnabel","orcid":"https://orcid.org/0000-0001-6107-3009"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"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/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Julia A. Schnabel","raw_affiliation_strings":["Helmholtz Munich, Neuherberg, Germany","Kings College London, London, UK","Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz Munich, Neuherberg, Germany","institution_ids":["https://openalex.org/I3018134672"]},{"raw_affiliation_string":"Kings College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043453759","display_name":"Kanwal K. Bhatia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kanwal K. Bhatia","raw_affiliation_strings":["Aival, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aival, London, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111173508"],"corresponding_institution_ids":["https://openalex.org/I183935753"],"apc_list":null,"apc_paid":null,"fwci":3.7347,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93148496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9988999962806702,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9988999962806702,"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":0.996999979019165,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/black-box","display_name":"Black box","score":0.7124738693237305},{"id":"https://openalex.org/keywords/proof-of-concept","display_name":"Proof of concept","score":0.5835561156272888},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.49886059761047363},{"id":"https://openalex.org/keywords/brain-hemorrhage","display_name":"Brain hemorrhage","score":0.4965217709541321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4247022867202759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32699108123779297},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32107093930244446},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2947350740432739},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15488436818122864},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09676513075828552},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09563586115837097}],"concepts":[{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.7124738693237305},{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.5835561156272888},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.49886059761047363},{"id":"https://openalex.org/C2992608659","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Brain hemorrhage","level":3,"score":0.4965217709541321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4247022867202759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32699108123779297},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32107093930244446},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2947350740432739},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15488436818122864},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09676513075828552},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09563586115837097},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-97-1335-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-1335-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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 Electrical Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:push-zb.helmholtz-munich.de:70406","is_oa":false,"landing_page_url":"https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=70406","pdf_url":null,"source":{"id":"https://openalex.org/S7407055352","display_name":"PuSH - Publication Server of Helmholtz Zentrum M\u00fcnchen","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":"In:. 2024. 41-51 ( ; 1166 LNEE)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1993947467","https://openalex.org/W2153431772","https://openalex.org/W2282821441","https://openalex.org/W2962858109","https://openalex.org/W3023284086","https://openalex.org/W3126255718","https://openalex.org/W4224566678","https://openalex.org/W4229378982","https://openalex.org/W4249513058","https://openalex.org/W4309630525","https://openalex.org/W4312830040","https://openalex.org/W4312960577","https://openalex.org/W4321350922"],"related_works":["https://openalex.org/W2047881532","https://openalex.org/W2285795935","https://openalex.org/W4389072557","https://openalex.org/W4319452366","https://openalex.org/W4293695278","https://openalex.org/W2727407240","https://openalex.org/W4312475206","https://openalex.org/W3013663659","https://openalex.org/W3197218948","https://openalex.org/W2141612310"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
