{"id":"https://openalex.org/W2961436972","doi":"https://doi.org/10.1109/embc.2019.8857167","title":"Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms","display_name":"Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2961436972","doi":"https://doi.org/10.1109/embc.2019.8857167","mag":"2961436972"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5115588204","display_name":"Jing Yan","orcid":"https://orcid.org/0000-0003-2824-1431"},"institutions":[{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Y. Yan","raw_affiliation_strings":["LaTIM UMR 1101, Universit\u00e9 de Bretagne Occidentale, Brest, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","Universit\u00e9 de Bretagne Occidentale"],"affiliations":[{"raw_affiliation_string":"LaTIM UMR 1101, Universit\u00e9 de Bretagne Occidentale, Brest, France","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]},{"raw_affiliation_string":"Universit\u00e9 de Bretagne Occidentale","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103324658","display_name":"Pierre-Henri Conze","orcid":"https://orcid.org/0000-0003-2214-3654"},"institutions":[{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P.-H. Conze","raw_affiliation_strings":["IMT Atlantique and LaTIM UMR 1101, Brest, France","IMT Atlantique - ITI - D\u00e9partement lmage et Traitement Information (IMT Atlantique - Campus de Brest :-Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique and LaTIM UMR 1101, Brest, France","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"IMT Atlantique - ITI - D\u00e9partement lmage et Traitement Information (IMT Atlantique - Campus de Brest :-Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070294515","display_name":"\u00c9tienne Decenci\u00e8re","orcid":"https://orcid.org/0000-0002-1349-8042"},"institutions":[{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Decenciere","raw_affiliation_strings":["Etienne Decenci\u00e8re is with Mines ParisTech, PSL Research University, Fontainebleau, France","CMM - Centre de Morphologie Math\u00e9matique (35 rue Saint-Honor\u00e9 77305 Fontainebleau cedex - France)","PSL - Universit\u00e9 Paris sciences et lettres (60 rue Mazarine\r\n75006 Paris - France)","Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)"],"affiliations":[{"raw_affiliation_string":"Etienne Decenci\u00e8re is with Mines ParisTech, PSL Research University, Fontainebleau, France","institution_ids":["https://openalex.org/I70768539","https://openalex.org/I2746051580"]},{"raw_affiliation_string":"CMM - Centre de Morphologie Math\u00e9matique (35 rue Saint-Honor\u00e9 77305 Fontainebleau cedex - France)","institution_ids":[]},{"raw_affiliation_string":"PSL - Universit\u00e9 Paris sciences et lettres (60 rue Mazarine\r\n75006 Paris - France)","institution_ids":[]},{"raw_affiliation_string":"Mines Paris - PSL (\u00c9cole nationale sup\u00e9rieure des mines de Paris) (60, boulevard Saint-Michel 75006 Paris - France)","institution_ids":["https://openalex.org/I70768539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002302573","display_name":"M. Lamard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Lamard","raw_affiliation_strings":["LaTIM UMR 1101, Universit\u00e9 de Bretagne Occidentale, Brest, France","Universit\u00e9 de Bretagne Occidentale","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)"],"affiliations":[{"raw_affiliation_string":"LaTIM UMR 1101, Universit\u00e9 de Bretagne Occidentale, Brest, France","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"Universit\u00e9 de Bretagne Occidentale","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028479581","display_name":"Gwenol\u00e9 Quellec","orcid":"https://orcid.org/0000-0003-1669-7140"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Quellec","raw_affiliation_strings":["Gwenol\u00e9 Quellec is with Inserm, Brest, France","INSERM - Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale (101, rue de Tolbiac, 75013 Paris  - France)","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)"],"affiliations":[{"raw_affiliation_string":"Gwenol\u00e9 Quellec is with Inserm, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"INSERM - Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale (101, rue de Tolbiac, 75013 Paris  - France)","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084735147","display_name":"B. Cochener","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Cochener","raw_affiliation_strings":["B\u00e9atrice Cochener is with LaTIM UMR 1101, University Hospital of Brest, Universit\u00e9 de Bretagne Occidentale, Brest, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","UBO - Universit\u00e9 de Brest (Universit\u00e9 de Bretagne Occidentale - 3 Rue des Archives 29238, Brest - France)"],"affiliations":[{"raw_affiliation_string":"B\u00e9atrice Cochener is with LaTIM UMR 1101, University Hospital of Brest, Universit\u00e9 de Bretagne Occidentale, Brest, France","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]},{"raw_affiliation_string":"UBO - Universit\u00e9 de Brest (Universit\u00e9 de Bretagne Occidentale - 3 Rue des Archives 29238, Brest - France)","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062289182","display_name":"Gouenou Coatrieux","orcid":"https://orcid.org/0000-0002-5643-0224"},"institutions":[{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I4210139374","display_name":"Satimo (France)","ror":"https://ror.org/03ex1m609","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210139374"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Coatrieux","raw_affiliation_strings":["IMT Atlantique and LaTIM UMR 1101, Brest, France","ITI - D\u00e9partement Image et Traitement Information (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique and LaTIM UMR 1101, Brest, France","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"ITI - D\u00e9partement Image et Traitement Information (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)","institution_ids":["https://openalex.org/I4210139374"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5115588204"],"corresponding_institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210161065"],"apc_list":null,"apc_paid":null,"fwci":2.2403,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9086762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6738","last_page":"6741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.994700014591217,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/computer-science","display_name":"Computer science","score":0.7822327613830566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7263740301132202},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6560226082801819},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.620456337928772},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6000286340713501},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5325229167938232},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5306310653686523},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5298267006874084},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46506717801094055},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4566549062728882},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4355708956718445},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.4273579716682434},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.42337095737457275},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.081429123878479}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7822327613830566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7263740301132202},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6560226082801819},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.620456337928772},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6000286340713501},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5325229167938232},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5306310653686523},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5298267006874084},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46506717801094055},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4566549062728882},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4355708956718445},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.4273579716682434},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.42337095737457275},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.081429123878479},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2019.8857167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02178409v1","is_oa":false,"landing_page_url":"https://imt-atlantique.hal.science/hal-02178409","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/8857167","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W304373761","https://openalex.org/W1901129140","https://openalex.org/W1917647701","https://openalex.org/W1938908299","https://openalex.org/W2129259959","https://openalex.org/W2538673204","https://openalex.org/W2580480204","https://openalex.org/W2590417095","https://openalex.org/W2592929672","https://openalex.org/W2729876886","https://openalex.org/W2776937175","https://openalex.org/W2805381319","https://openalex.org/W2891334262","https://openalex.org/W2964242896","https://openalex.org/W6639824700","https://openalex.org/W6754400540"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3160494304","https://openalex.org/W2388888344"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"breast":[3],"mass":[4,29,95],"segmentation":[5,30,74],"from":[6,57,72,87],"high-resolution":[7,102],"mammograms.":[8],"To":[9],"cope":[10],"with":[11],"strong":[12],"class":[13],"imbalance,":[14],"huge":[15],"diversity":[16],"of":[17,37],"size,":[18],"shape,":[19],"texture":[20],"and":[21,84],"contour":[22],"as":[23,25],"well":[24],"limited":[26],"receptive":[27],"field,":[28],"is":[31,47,67],"achieved":[32],"through":[33],"a":[34],"multi-scale":[35],"cascade":[36],"deep":[38],"convolutional":[39],"encoder-decoders":[40],"without":[41],"any":[42],"pre-detection":[43],"scheme.":[44],"Multi-scale":[45],"information":[46],"integrated":[48],"using":[49],"auto-context":[50],"to":[51,70,89,92],"make":[52],"long-range":[53],"spatial":[54],"context":[55],"arising":[56],"lower":[58],"scale":[59],"impact":[60],"training":[61],"at":[62,77],"higher":[63],"resolution.":[64],"The":[65,97],"pipeline":[66],"trained":[68],"end-to-end":[69],"benefit":[71],"simultaneous":[73],"refinement":[75],"performed":[76],"each":[78],"level.":[79],"It":[80],"incorporates":[81],"transfer":[82],"learning":[83],"fine":[85],"tuning":[86],"DDSM-CBIS":[88],"INbreast":[90,103],"datasets":[91],"further":[93],"improve":[94],"delineations.":[96],"comprehensive":[98],"evaluation":[99],"provided":[100],"for":[101],"images":[104],"highlights":[105],"promising":[106],"model":[107],"generalizability":[108],"against":[109],"standard":[110],"encoder-decoder":[111],"strategies.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-07-23T00:00:00"}