{"id":"https://openalex.org/W1987106805","doi":"https://doi.org/10.1186/1471-2105-14-s10-s6","title":"Multi-scale Gaussian representation and outline-learning based cell image segmentation","display_name":"Multi-scale Gaussian representation and outline-learning based cell image segmentation","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1987106805","doi":"https://doi.org/10.1186/1471-2105-14-s10-s6","mag":"1987106805","pmid":"https://pubmed.ncbi.nlm.nih.gov/24267488"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-14-s10-s6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-s10-s6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-S10-S6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-S10-S6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075242305","display_name":"Muhammad Farhan","orcid":"https://orcid.org/0000-0002-3649-5717"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Muhammad Farhan","raw_affiliation_strings":["Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]},{"raw_affiliation_string":"[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089033830","display_name":"Pekka Ruusuvuori","orcid":"https://orcid.org/0000-0001-9086-9591"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka Ruusuvuori","raw_affiliation_strings":["Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]},{"raw_affiliation_string":"[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041639548","display_name":"Mario Emmenlauer","orcid":"https://orcid.org/0000-0002-1982-0477"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mario Emmenlauer","raw_affiliation_strings":["Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","Biozentrum, Universit\u00e4t Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046495095","display_name":"Pauli R\u00e4m\u00f6","orcid":null},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pauli R\u00e4m\u00f6","raw_affiliation_strings":["Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","Biozentrum, Universit\u00e4t Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018962844","display_name":"Christoph Dehio","orcid":"https://orcid.org/0000-0001-7288-1052"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christoph Dehio","raw_affiliation_strings":["Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","Biozentrum, Universit\u00e4t Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, 4056, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Biozentrum, Universit\u00e4t Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026230936","display_name":"Olli Yli\u2010Harja","orcid":"https://orcid.org/0000-0001-8581-4414"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Olli Yli-Harja","raw_affiliation_strings":["Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing, Tampere University of Technology, 33720, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]},{"raw_affiliation_string":"[Department of Signal Processing, Tampere University of Technology, Tampere, FINLAND]","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075242305"],"corresponding_institution_ids":["https://openalex.org/I4210133110"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.6899,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87123381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"S10","first_page":"S6","last_page":"S6"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7463278770446777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.694771409034729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6674235463142395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6646015644073486},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5974048972129822},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5889424681663513},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5034505724906921},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4956134557723999},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46414580941200256},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.45525914430618286}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7463278770446777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.694771409034729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6674235463142395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6646015644073486},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5974048972129822},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5889424681663513},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5034505724906921},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4956134557723999},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46414580941200256},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.45525914430618286},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002455","descriptor_name":"Cell Division","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002455","descriptor_name":"Cell Division","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002455","descriptor_name":"Cell Division","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002478","descriptor_name":"Cells, Cultured","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003593","descriptor_name":"Cytoplasm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003593","descriptor_name":"Cytoplasm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003593","descriptor_name":"Cytoplasm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004331","descriptor_name":"Drosophila melanogaster","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D004331","descriptor_name":"Drosophila melanogaster","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D004331","descriptor_name":"Drosophila melanogaster","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D006367","descriptor_name":"HeLa Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006367","descriptor_name":"HeLa Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006367","descriptor_name":"HeLa Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011897","descriptor_name":"Random Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057166","descriptor_name":"High-Throughput Screening Assays","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057166","descriptor_name":"High-Throughput Screening Assays","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057166","descriptor_name":"High-Throughput Screening Assays","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-14-s10-s6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-s10-s6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-S10-S6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:24267488","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24267488","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:edoc.unibas.ch:30708","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401836","display_name":"edoc (University of Basel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1850255","host_organization_name":"University of Basel","host_organization_lineage":["https://openalex.org/I1850255"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:2744209","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3750482","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3750482","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3750482","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-14-s10-s6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-s10-s6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-S10-S6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G5326042306","display_name":null,"funder_award_id":"SystemsX","funder_id":"https://openalex.org/F4320327577","funder_display_name":"SystemsX.ch"},{"id":"https://openalex.org/G6626859147","display_name":null,"funder_award_id":"InfectX","funder_id":"https://openalex.org/F4320327577","funder_display_name":"SystemsX.ch"}],"funders":[{"id":"https://openalex.org/F4320322426","display_name":"Nokia Foundation","ror":"https://ror.org/0401nzk46"},{"id":"https://openalex.org/F4320327577","display_name":"SystemsX.ch","ror":"https://ror.org/02s09gf16"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1987106805.pdf","grobid_xml":"https://content.openalex.org/works/W1987106805.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1526217001","https://openalex.org/W1528147907","https://openalex.org/W1566967514","https://openalex.org/W1591540433","https://openalex.org/W1592027922","https://openalex.org/W1593213470","https://openalex.org/W1669383326","https://openalex.org/W1683239793","https://openalex.org/W1838005314","https://openalex.org/W1980189947","https://openalex.org/W2001412060","https://openalex.org/W2013131338","https://openalex.org/W2015596074","https://openalex.org/W2030887730","https://openalex.org/W2042243448","https://openalex.org/W2044465660","https://openalex.org/W2049408031","https://openalex.org/W2077201029","https://openalex.org/W2091855922","https://openalex.org/W2093785195","https://openalex.org/W2097360283","https://openalex.org/W2100383758","https://openalex.org/W2107554012","https://openalex.org/W2111358200","https://openalex.org/W2112038785","https://openalex.org/W2119743834","https://openalex.org/W2127347661","https://openalex.org/W2129749203","https://openalex.org/W2133059825","https://openalex.org/W2133147610","https://openalex.org/W2135046866","https://openalex.org/W2149515974","https://openalex.org/W2155624847","https://openalex.org/W2159978088","https://openalex.org/W2163352848","https://openalex.org/W2165734775","https://openalex.org/W4294541781","https://openalex.org/W4308665337"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2901890255"],"abstract_inverted_index":{"We":[0],"evaluate":[1],"the":[2,49,62,68,71,98],"proposed":[3],"segmentation":[4,90,112,119],"methodology":[5,81],"using":[6],"two":[7,63,72],"challenging":[8],"test":[9,73],"cases,":[10],"presenting":[11],"images":[12],"with":[13,17,84,92],"completely":[14],"different":[15,118],"characteristics,":[16],"cells":[18],"of":[19,26,48,67,87,95],"varying":[20],"size,":[21],"shape,":[22],"texture":[23],"and":[24,31,58],"degrees":[25],"overlap.":[27],"The":[28],"feature":[29,52],"selection":[30],"classification":[32],"framework":[33,107],"for":[34,61,70,101],"outline":[35],"detection":[36],"produces":[37,110],"very":[38],"simple":[39],"sparse":[40],"models":[41],"which":[42],"use":[43],"only":[44,56,109],"a":[45],"small":[46],"subset":[47],"large,":[50],"generic":[51],"set,":[53],"that":[54,79,105],"is,":[55],"7":[57],"5":[59],"features":[60],"cases.":[64],"Quantitative":[65],"comparison":[66],"results":[69,99],"cases":[74],"against":[75],"state-of-the-art":[76],"methods":[77],"show":[78],"our":[80,106],"outperforms":[82],"them":[83],"an":[85],"increase":[86],"4-9%":[88],"in":[89],"accuracy":[91,94],"maximum":[93],"93%.":[96],"Finally,":[97],"obtained":[100],"diverse":[102],"datasets":[103],"demonstrate":[104],"not":[108],"accurate":[111],"but":[113],"also":[114],"generalizes":[115],"well":[116],"to":[117],"tasks.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}