{"id":"https://openalex.org/W2043055925","doi":"https://doi.org/10.1117/12.878310","title":"Improving the channeler ant model for lung CT analysis","display_name":"Improving the channeler ant model for lung CT analysis","publication_year":2011,"publication_date":"2011-03-02","ids":{"openalex":"https://openalex.org/W2043055925","doi":"https://doi.org/10.1117/12.878310","mag":"2043055925"},"language":"en","primary_location":{"id":"doi:10.1117/12.878310","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.878310","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.openaccessrepository.it/record/140951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036440473","display_name":"P. Cerello","orcid":"https://orcid.org/0000-0002-2443-5178"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Piergiorgio Cerello","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000590200","display_name":"E. L\u00f3pez Torres","orcid":"https://orcid.org/0000-0002-2850-4222"},"institutions":[{"id":"https://openalex.org/I4210165721","display_name":"Centro de Aplicaciones Tecnol\u00f3gicas y Desarrollo Nuclear","ror":"https://ror.org/05t797721","country_code":"CU","type":"facility","lineage":["https://openalex.org/I4210165721"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Ernesto Lopez Torres","raw_affiliation_strings":["CEADEN (Cuba)"],"affiliations":[{"raw_affiliation_string":"CEADEN (Cuba)","institution_ids":["https://openalex.org/I4210165721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065215430","display_name":"E. Fiorina","orcid":"https://orcid.org/0000-0002-8172-4283"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Fiorina","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. di Torino (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. di Torino (Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074705294","display_name":"C. Oppedisano","orcid":"https://orcid.org/0000-0001-6194-4601"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Oppedisano","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104474848","display_name":"C. Peroni","orcid":null},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristiana Peroni","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. di Torino (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. di Torino (Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084937810","display_name":"Ra\u00fal Arteche D\u00edaz","orcid":"https://orcid.org/0000-0002-4886-6052"},"institutions":[{"id":"https://openalex.org/I4210165721","display_name":"Centro de Aplicaciones Tecnol\u00f3gicas y Desarrollo Nuclear","ror":"https://ror.org/05t797721","country_code":"CU","type":"facility","lineage":["https://openalex.org/I4210165721"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Raul Arteche Diaz","raw_affiliation_strings":["CEADEN (Cuba)"],"affiliations":[{"raw_affiliation_string":"CEADEN (Cuba)","institution_ids":["https://openalex.org/I4210165721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014383766","display_name":"R. Bellotti","orcid":"https://orcid.org/0000-0003-3198-2708"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Bellotti","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. di Bari (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. di Bari (Italy)","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082117723","display_name":"Paolo Bosco","orcid":"https://orcid.org/0000-0002-4724-9423"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Bosco","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. di Genova (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. di Genova (Italy)","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061272351","display_name":"N. Camarlinghi","orcid":"https://orcid.org/0000-0003-2297-4941"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Niccolo Camarlinghi","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. di Pisa (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. di Pisa (Italy)","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065654225","display_name":"Andrea Massafra","orcid":null},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Massafra","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (Italy)","Univ. del Salento (Italy)"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (Italy)","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Univ. del Salento (Italy)","institution_ids":["https://openalex.org/I142910587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5036440473"],"corresponding_institution_ids":["https://openalex.org/I160013858"],"apc_list":null,"apc_paid":null,"fwci":0.2542,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62051941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7963","issue":null,"first_page":"79633A","last_page":"79633A"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9817000031471252,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9817000031471252,"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/T10862","display_name":"AI in cancer detection","score":0.965399980545044,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/segmentation","display_name":"Segmentation","score":0.7278549075126648},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7252645492553711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6420457363128662},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6213939189910889},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.5603008270263672},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5213109850883484},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.502098798751831},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4866858124732971},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4617142677307129},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45863521099090576},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4475727677345276},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4431179463863373},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43587058782577515},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.41303110122680664},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.16257816553115845},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09604689478874207},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09278035163879395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07086476683616638},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.06981909275054932}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7278549075126648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7252645492553711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6420457363128662},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6213939189910889},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.5603008270263672},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5213109850883484},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.502098798751831},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4866858124732971},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4617142677307129},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45863521099090576},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4475727677345276},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4431179463863373},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43587058782577515},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.41303110122680664},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.16257816553115845},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09604689478874207},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09278035163879395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07086476683616638},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.06981909275054932},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.878310","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.878310","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:140951","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/140951","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:140951","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/140951","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1639612572","https://openalex.org/W1943522300","https://openalex.org/W1973699792","https://openalex.org/W2011431265","https://openalex.org/W2019375316","https://openalex.org/W2028532424","https://openalex.org/W2043316772","https://openalex.org/W2050963891","https://openalex.org/W2063483194","https://openalex.org/W2098979973","https://openalex.org/W2135152966","https://openalex.org/W2152804471","https://openalex.org/W2164160732","https://openalex.org/W2483987607"],"related_works":["https://openalex.org/W1589419489","https://openalex.org/W2347951034","https://openalex.org/W4229543669","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W1783185948"],"abstract_inverted_index":{"The":[0,85,117,148,187],"Channeler":[1],"Ant":[2],"Model":[3],"(CAM)":[4],"is":[5],"an":[6],"algorithm":[7],"based":[8],"on":[9,150],"virtual":[10,35],"ant":[11,36],"colonies,":[12],"conceived":[13],"for":[14,67,120,216],"the":[15,31,40,55,68,74,79,91,105,114,121,127,131,143,159,165,172,183,195,198,210,213,217,220],"segmentation":[16,92,122],"of":[17,34,70,81,93,123,145,180,182,185,209],"complex":[18],"structures":[19],"with":[20,44,90,154,177],"different":[21,155],"shapes":[22],"and":[23,42,73,97,129,219],"intensity":[24],"in":[25,78,109,171,197,207],"a":[26,61,139,169,178],"3D":[27,94],"environment.":[28],"It":[29],"exploits":[30],"natural":[32],"capabilities":[33],"colonies":[37],"to":[38,52,76,104,126,130,141,164],"modify":[39],"environment":[41],"communicate":[43],"each":[45],"other":[46],"by":[47],"pheromone":[48],"deposition.":[49],"When":[50],"applied":[51,103],"lung":[53,106],"CTs,":[54],"CAM":[56,86],"can":[57],"be":[58],"turned":[59],"into":[60],"Computer":[62],"Aided":[63],"Detection":[64],"(CAD)":[65],"method":[66,140],"identification":[69,80],"pulmonary":[71],"nodules":[72,107,124],"support":[75],"radiologists":[77],"early-stage":[82],"pathological":[83],"objects.":[84],"has":[87,99],"been":[88,101],"validated":[89],"artificial":[95],"objects":[96],"it":[98],"already":[100],"successfully":[102],"detection":[108,144],"Computed":[110],"Tomography":[111],"images":[112],"within":[113],"ANODE09":[115],"challenge.":[116],"model":[118],"improvements":[119],"attached":[125],"pleura":[128],"vessel":[132],"tree":[133],"are":[134,223],"discussed,":[135],"as":[136,138],"well":[137],"enhance":[142],"low-intensity":[146],"nodules.":[147],"results":[149],"five":[151],"datasets":[152],"annotated":[153],"criteria":[156,215],"show":[157],"that":[158,212],"analytical":[160],"modules":[161],"(i.e.":[162],"up":[163],"filtering":[166],"stage)":[167],"provide":[168],"sensitivity":[170,196],"80":[173],"-":[174,200],"90%":[175],"range":[176,202],"number":[179],"FP/scan":[181],"order":[184],"20.":[186],"classification":[188],"module,":[189],"although":[190],"not":[191],"yet":[192],"optimised,":[193],"keeps":[194],"70":[199],"85%":[201],"at":[203],"about":[204],"10":[205],"FP/scan,":[206],"spite":[208],"fact":[211],"annotation":[214],"training":[218],"validation":[221],"samples":[222],"different.":[224]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}