{"id":"https://openalex.org/W2133844149","doi":"https://doi.org/10.1007/s00138-011-0345-9","title":"Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning","display_name":"Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning","publication_year":2011,"publication_date":"2011-06-10","ids":{"openalex":"https://openalex.org/W2133844149","doi":"https://doi.org/10.1007/s00138-011-0345-9","mag":"2133844149"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-011-0345-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-011-0345-9","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-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/A5110940870","display_name":"Diane H. Theriault","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diane H. Theriault","raw_affiliation_strings":["Department of Computer Science, Boston University, 111 Cummington St., Boston, MA, 02215, USA","Boston University, Department of Computer Science, 111 Cummington St., 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Boston University, 111 Cummington St., Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Computer Science, 111 Cummington St., 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104034282","display_name":"Matthew L. Walker","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew L. Walker","raw_affiliation_strings":["Department of Biology, Boston University, 111 Cummington St., Boston, MA, 02215, USA","Boston University, Department of Biology, 111 Cummington St., 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Boston University, 111 Cummington St., Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Biology, 111 Cummington St., 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034776394","display_name":"Joyce Wong","orcid":"https://orcid.org/0000-0002-3526-6381"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joyce Y. Wong","raw_affiliation_strings":["Department of Biomedical Engineering, Boston University, 111 Cummington St., Boston, MA, 02215, USA","Boston University, Department of Biomedical Engineering, 111 Cummington St., 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Boston University, 111 Cummington St., Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Biomedical Engineering, 111 Cummington St., 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058798782","display_name":"Margrit Betke","orcid":"https://orcid.org/0000-0002-4491-6868"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Margrit Betke","raw_affiliation_strings":["Department of Computer Science, Boston University, 111 Cummington St., Boston, MA, 02215, USA","Boston University, Department of Computer Science, 111 Cummington St., 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Boston University, 111 Cummington St., Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Computer Science, 111 Cummington St., 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058798782"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.8207,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.90590624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"4","first_page":"659","last_page":"673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9923999905586243,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phase-contrast-microscopy","display_name":"Phase contrast microscopy","score":0.791130542755127},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.779171884059906},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.7616119384765625},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.6992237567901611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.682614803314209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6297065615653992},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5412442684173584},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4744259715080261},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46213024854660034},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38807570934295654},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.32687968015670776},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09709903597831726},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08619111776351929}],"concepts":[{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.791130542755127},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.779171884059906},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7616119384765625},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.6992237567901611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.682614803314209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6297065615653992},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5412442684173584},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4744259715080261},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46213024854660034},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38807570934295654},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.32687968015670776},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09709903597831726},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08619111776351929},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00138-011-0345-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-011-0345-9","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1500029988","https://openalex.org/W1777631236","https://openalex.org/W1959250237","https://openalex.org/W1988790447","https://openalex.org/W1989493360","https://openalex.org/W2000662299","https://openalex.org/W2004883389","https://openalex.org/W2011359706","https://openalex.org/W2071055011","https://openalex.org/W2084932240","https://openalex.org/W2099728371","https://openalex.org/W2100138660","https://openalex.org/W2105201875","https://openalex.org/W2105935625","https://openalex.org/W2119345721","https://openalex.org/W2125828250","https://openalex.org/W2137558998","https://openalex.org/W2142082953","https://openalex.org/W2155296963","https://openalex.org/W2158074918","https://openalex.org/W2159498975","https://openalex.org/W2162619882","https://openalex.org/W2320839648","https://openalex.org/W2340480757","https://openalex.org/W2911709767","https://openalex.org/W3097096317","https://openalex.org/W4240238859","https://openalex.org/W4248437541","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2182798531","https://openalex.org/W1500767623","https://openalex.org/W186269150","https://openalex.org/W2081487848","https://openalex.org/W4205840878","https://openalex.org/W2133926606","https://openalex.org/W2032360819","https://openalex.org/W2056231686","https://openalex.org/W604201051","https://openalex.org/W2184218576"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}