{"id":"https://openalex.org/W4389241525","doi":"https://doi.org/10.1007/978-3-031-48593-0_7","title":"Cross-Modality Deep Transfer Learning: Application to\u00a0Liver Segmentation in\u00a0CT and\u00a0MRI","display_name":"Cross-Modality Deep Transfer Learning: Application to\u00a0Liver Segmentation in\u00a0CT and\u00a0MRI","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389241525","doi":"https://doi.org/10.1007/978-3-031-48593-0_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48593-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_7","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/A5076750692","display_name":"Merna Bibars","orcid":"https://orcid.org/0009-0006-7327-3933"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Merna Bibars","raw_affiliation_strings":["Systems and Biomedical Engineering, Cairo University, Giza, Egypt"],"raw_orcid":"https://orcid.org/0009-0006-7327-3933","affiliations":[{"raw_affiliation_string":"Systems and Biomedical Engineering, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093398149","display_name":"Peter E. Salah","orcid":"https://orcid.org/0009-0009-9861-0344"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Peter E. Salah","raw_affiliation_strings":["Systems and Biomedical Engineering, Cairo University, Giza, Egypt"],"raw_orcid":"https://orcid.org/0009-0009-9861-0344","affiliations":[{"raw_affiliation_string":"Systems and Biomedical Engineering, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070494673","display_name":"Ayman M. Eldeib","orcid":"https://orcid.org/0000-0001-6865-6506"},"institutions":[{"id":"https://openalex.org/I33308869","display_name":"Southern New Hampshire University","ror":"https://ror.org/04t718460","country_code":"US","type":"education","lineage":["https://openalex.org/I33308869"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayman Eldeib","raw_affiliation_strings":["Southern New Hampshire University, Manchester, NH, USA"],"raw_orcid":"https://orcid.org/0000-0001-6865-6506","affiliations":[{"raw_affiliation_string":"Southern New Hampshire University, Manchester, NH, USA","institution_ids":["https://openalex.org/I33308869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060283705","display_name":"Mustafa Elattar","orcid":"https://orcid.org/0000-0001-7936-3522"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mustafa A. Elattar","raw_affiliation_strings":["Center for Informatics Science, Nile University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-7936-3522","affiliations":[{"raw_affiliation_string":"Center for Informatics Science, Nile University, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028367824","display_name":"Inas A. Yassine","orcid":"https://orcid.org/0000-0003-1268-1555"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Inas A. Yassine","raw_affiliation_strings":["Systems and Biomedical Engineering, Cairo University, Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1268-1555","affiliations":[{"raw_affiliation_string":"Systems and Biomedical Engineering, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076750692"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7372,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91718335,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7491450905799866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431358098983765},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6860727071762085},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6698492765426636},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6289499402046204},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5774784088134766},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5763172507286072},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5357145071029663},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5254751443862915},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42090338468551636},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.38373512029647827},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21296530961990356}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7491450905799866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431358098983765},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6860727071762085},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6698492765426636},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6289499402046204},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5774784088134766},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5763172507286072},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5357145071029663},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5254751443862915},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42090338468551636},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38373512029647827},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21296530961990356}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-48593-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_7","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1903029394","https://openalex.org/W1983194840","https://openalex.org/W1989815930","https://openalex.org/W1992972599","https://openalex.org/W2021681600","https://openalex.org/W2043433304","https://openalex.org/W2075989737","https://openalex.org/W2076991855","https://openalex.org/W2101211008","https://openalex.org/W2104398861","https://openalex.org/W2108598243","https://openalex.org/W2148716566","https://openalex.org/W2153431772","https://openalex.org/W2168161078","https://openalex.org/W2412782625","https://openalex.org/W2522861252","https://openalex.org/W2618718534","https://openalex.org/W2627007876","https://openalex.org/W2754120702","https://openalex.org/W2893835498","https://openalex.org/W2922744444","https://openalex.org/W2976392932","https://openalex.org/W2979751829","https://openalex.org/W2998847595","https://openalex.org/W3004890872","https://openalex.org/W3011743383","https://openalex.org/W3096947210","https://openalex.org/W3138786744","https://openalex.org/W3153990350","https://openalex.org/W3155739706","https://openalex.org/W3155832941","https://openalex.org/W3176616269","https://openalex.org/W3204355280","https://openalex.org/W3208720418","https://openalex.org/W4200120154","https://openalex.org/W4206126987","https://openalex.org/W4242283551","https://openalex.org/W4281620362","https://openalex.org/W4281710423","https://openalex.org/W4393632125"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W4295520087"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
