{"id":"https://openalex.org/W2793343846","doi":"https://doi.org/10.1007/978-3-319-75541-0_3","title":"Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images","display_name":"Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2793343846","doi":"https://doi.org/10.1007/978-3-319-75541-0_3","mag":"2793343846"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-75541-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-75541-0_3","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/A5036328196","display_name":"Antong Chen","orcid":"https://orcid.org/0009-0008-3463-9650"},"institutions":[{"id":"https://openalex.org/I1285764155","display_name":"Merck & Co., Inc., Rahway, NJ, USA (United States)","ror":"https://ror.org/02891sr49","country_code":"US","type":"company","lineage":["https://openalex.org/I1285764155"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Antong Chen","raw_affiliation_strings":["Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA"],"affiliations":[{"raw_affiliation_string":"Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA","institution_ids":["https://openalex.org/I1285764155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021333364","display_name":"Tian Zhou","orcid":"https://orcid.org/0000-0002-1473-9960"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian Zhou","raw_affiliation_strings":["Department of Chemistry and Chemical Biology, Rutgers University, New Brunswick, USA"],"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Chemical Biology, Rutgers University, New Brunswick, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029773243","display_name":"Ilknur Icke","orcid":null},"institutions":[{"id":"https://openalex.org/I1285764155","display_name":"Merck & Co., Inc., Rahway, NJ, USA (United States)","ror":"https://ror.org/02891sr49","country_code":"US","type":"company","lineage":["https://openalex.org/I1285764155"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilknur Icke","raw_affiliation_strings":["Global Research Information Technology, Merck & Co., Inc., Kenilworth, USA"],"affiliations":[{"raw_affiliation_string":"Global Research Information Technology, Merck & Co., Inc., Kenilworth, USA","institution_ids":["https://openalex.org/I1285764155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059500698","display_name":"Sarayu Parimal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155759","display_name":"Merck (Singapore)","ror":"https://ror.org/05cq2am04","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210155759"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sarayu Parimal","raw_affiliation_strings":["Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore","institution_ids":["https://openalex.org/I4210155759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050923318","display_name":"Belma Dogdas","orcid":null},"institutions":[{"id":"https://openalex.org/I1285764155","display_name":"Merck & Co., Inc., Rahway, NJ, USA (United States)","ror":"https://ror.org/02891sr49","country_code":"US","type":"company","lineage":["https://openalex.org/I1285764155"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Belma Dogdas","raw_affiliation_strings":["Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA"],"affiliations":[{"raw_affiliation_string":"Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA","institution_ids":["https://openalex.org/I1285764155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055870025","display_name":"Joseph Forbes","orcid":null},"institutions":[{"id":"https://openalex.org/I1285764155","display_name":"Merck & Co., Inc., Rahway, NJ, USA (United States)","ror":"https://ror.org/02891sr49","country_code":"US","type":"company","lineage":["https://openalex.org/I1285764155"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Forbes","raw_affiliation_strings":["Global Research Information Technology, Merck & Co., Inc., Kenilworth, USA"],"affiliations":[{"raw_affiliation_string":"Global Research Information Technology, Merck & Co., Inc., Kenilworth, USA","institution_ids":["https://openalex.org/I1285764155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102964529","display_name":"Smita Sampath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155759","display_name":"Merck (Singapore)","ror":"https://ror.org/05cq2am04","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210155759"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Smita Sampath","raw_affiliation_strings":["Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore","institution_ids":["https://openalex.org/I4210155759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103809543","display_name":"Ansuman Bagchi","orcid":null},"institutions":[{"id":"https://openalex.org/I1285764155","display_name":"Merck & Co., Inc., Rahway, NJ, USA (United States)","ror":"https://ror.org/02891sr49","country_code":"US","type":"company","lineage":["https://openalex.org/I1285764155"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ansuman Bagchi","raw_affiliation_strings":["Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA"],"affiliations":[{"raw_affiliation_string":"Applied Mathematics and Modeling, Merck & Co., Inc., Kenilworth, USA","institution_ids":["https://openalex.org/I1285764155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089352436","display_name":"Chih\u2010Liang Chin","orcid":"https://orcid.org/0000-0001-8841-8062"},"institutions":[{"id":"https://openalex.org/I4210155759","display_name":"Merck (Singapore)","ror":"https://ror.org/05cq2am04","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210155759"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chih-Liang Chin","raw_affiliation_strings":["Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Merck Sharp & Dohme, Translational Biomarkers, Singapore, Singapore","institution_ids":["https://openalex.org/I4210155759"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036328196"],"corresponding_institution_ids":["https://openalex.org/I1285764155"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4444,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80075234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.988099992275238,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.988099992275238,"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"}},{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.972100019454956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hausdorff-distance","display_name":"Hausdorff distance","score":0.819221019744873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7814342379570007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7283312678337097},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.708834171295166},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7062406539916992},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6672535538673401},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6223389506340027},{"id":"https://openalex.org/keywords/ventricle","display_name":"Ventricle","score":0.5965834856033325},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5865341424942017},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5229033827781677},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49031880497932434},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4171105623245239},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3593999743461609},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1795312762260437},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16020789742469788},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08340448141098022}],"concepts":[{"id":"https://openalex.org/C141898687","wikidata":"https://www.wikidata.org/wiki/Q1501997","display_name":"Hausdorff distance","level":2,"score":0.819221019744873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7814342379570007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7283312678337097},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.708834171295166},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7062406539916992},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6672535538673401},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6223389506340027},{"id":"https://openalex.org/C2778921608","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Ventricle","level":2,"score":0.5965834856033325},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5865341424942017},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5229033827781677},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49031880497932434},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4171105623245239},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3593999743461609},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1795312762260437},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16020789742469788},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08340448141098022}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-75541-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-75541-0_3","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":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1038736503","https://openalex.org/W1487300681","https://openalex.org/W1901129140","https://openalex.org/W1987869189","https://openalex.org/W2093723730","https://openalex.org/W2110281714","https://openalex.org/W2115832656","https://openalex.org/W2118710752","https://openalex.org/W2157409572","https://openalex.org/W2160754664","https://openalex.org/W2165698076","https://openalex.org/W2186615578","https://openalex.org/W2194775991","https://openalex.org/W2255189008","https://openalex.org/W2274227799","https://openalex.org/W2337438617","https://openalex.org/W2404618390","https://openalex.org/W2579706854","https://openalex.org/W2592139352","https://openalex.org/W2618523870","https://openalex.org/W2962807789","https://openalex.org/W4205182665","https://openalex.org/W6601630192","https://openalex.org/W6776424161"],"related_works":["https://openalex.org/W2793174089","https://openalex.org/W2963184229","https://openalex.org/W3144947496","https://openalex.org/W2793222933","https://openalex.org/W2744730369","https://openalex.org/W3008274081","https://openalex.org/W2963519180","https://openalex.org/W2581514431","https://openalex.org/W3015284453","https://openalex.org/W20352467","https://openalex.org/W3101010663","https://openalex.org/W3112262844","https://openalex.org/W2911858488","https://openalex.org/W2743575602","https://openalex.org/W2163960877","https://openalex.org/W3080508714","https://openalex.org/W3118530804","https://openalex.org/W2899006596","https://openalex.org/W3173673146","https://openalex.org/W3011552917"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
