{"id":"https://openalex.org/W4400907269","doi":"https://doi.org/10.1007/978-3-031-66955-2_22","title":"Bounding Box Is All You Need: Learning to\u00a0Segment Cells in\u00a02D Microscopic Images via\u00a0Box Annotations","display_name":"Bounding Box Is All You Need: Learning to\u00a0Segment Cells in\u00a02D Microscopic Images via\u00a0Box Annotations","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400907269","doi":"https://doi.org/10.1007/978-3-031-66955-2_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-66955-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66955-2_22","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/A5008727591","display_name":"Nabeel Khalid","orcid":"https://orcid.org/0000-0001-9274-3757"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nabeel Khalid","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany","RPTU Kaiserslautern\u2013Landau, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9274-3757","affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"RPTU Kaiserslautern\u2013Landau, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092552046","display_name":"Maria Caroprese","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141367","display_name":"Sartorius (United Kingdom)","ror":"https://ror.org/051de0s21","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210117289","https://openalex.org/I4210141367"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Caroprese","raw_affiliation_strings":["Sartorius, Digital Solutions, Royston, UK"],"raw_orcid":"https://orcid.org/0009-0009-2170-1459","affiliations":[{"raw_affiliation_string":"Sartorius, Digital Solutions, Royston, UK","institution_ids":["https://openalex.org/I4210141367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004454381","display_name":"Gillian Lovell","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141367","display_name":"Sartorius (United Kingdom)","ror":"https://ror.org/051de0s21","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210117289","https://openalex.org/I4210141367"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gillian Lovell","raw_affiliation_strings":["Sartorius, BioAnalytics, Royston, UK"],"raw_orcid":"https://orcid.org/0009-0004-5180-9704","affiliations":[{"raw_affiliation_string":"Sartorius, BioAnalytics, Royston, UK","institution_ids":["https://openalex.org/I4210141367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029277344","display_name":"Daniel A. Porto","orcid":"https://orcid.org/0000-0002-1021-2467"},"institutions":[{"id":"https://openalex.org/I4210093414","display_name":"Bioanalytica (Switzerland)","ror":"https://ror.org/004ea6c05","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210093414"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel A. Porto","raw_affiliation_strings":["Sartorius, BioAnalytis, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0000-0002-1021-2467","affiliations":[{"raw_affiliation_string":"Sartorius, BioAnalytis, Ann Arbor, USA","institution_ids":["https://openalex.org/I4210093414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001681126","display_name":"Johan Trygg","orcid":"https://orcid.org/0000-0003-3799-6094"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Johan Trygg","raw_affiliation_strings":["Computational Life Science Cluster (CLiC), Ume\u00e5 University, Ume\u00e5, Sweden","Sartorius Corporate Research, Ume\u00e5, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3799-6094","affiliations":[{"raw_affiliation_string":"Computational Life Science Cluster (CLiC), Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"Sartorius Corporate Research, Ume\u00e5, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904182","display_name":"Andreas Dengel","orcid":"https://orcid.org/0000-0002-6100-8255"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dengel","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany","RPTU Kaiserslautern\u2013Landau, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6100-8255","affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"RPTU Kaiserslautern\u2013Landau, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058813180","display_name":"Sheraz Ahmed","orcid":"https://orcid.org/0000-0002-4239-6520"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sheraz Ahmed","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4239-6520","affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI) GmbH, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5008727591"],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I33256026","https://openalex.org/I73114660"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2474,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86518171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"314","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9993000030517578,"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/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.8627856373786926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8575925827026367},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5461794137954712},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5131052732467651},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.494370698928833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42711132764816284},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24004453420639038}],"concepts":[{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.8627856373786926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8575925827026367},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5461794137954712},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5131052732467651},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.494370698928833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42711132764816284},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24004453420639038}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-66955-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66955-2_22","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2058333183","https://openalex.org/W2116040950","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2963150697","https://openalex.org/W2963311325","https://openalex.org/W2964241181","https://openalex.org/W2997747012","https://openalex.org/W3003623648","https://openalex.org/W3014831329","https://openalex.org/W3190500013","https://openalex.org/W3196890347","https://openalex.org/W3201104610","https://openalex.org/W4287226069","https://openalex.org/W4308390400","https://openalex.org/W4386938479","https://openalex.org/W4390873252","https://openalex.org/W6603944243"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W4287027631","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
