{"id":"https://openalex.org/W4410296271","doi":"https://doi.org/10.1109/isbi60581.2025.10980675","title":"Ranking of Visual Attention Spread Improves Trypanosoma Cruzi Detection in Microscopy Videos","display_name":"Ranking of Visual Attention Spread Improves Trypanosoma Cruzi Detection in Microscopy Videos","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410296271","doi":"https://doi.org/10.1109/isbi60581.2025.10980675"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","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/A5072430039","display_name":"Geovani L. Martins","orcid":"https://orcid.org/0000-0002-4951-1536"},"institutions":[{"id":"https://openalex.org/I10824318","display_name":"Universidade Federal de Ouro Preto","ror":"https://ror.org/056s65p46","country_code":"BR","type":"education","lineage":["https://openalex.org/I10824318"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Geovani L. Martins","raw_affiliation_strings":["Federal University of Ouro Preto,Department of Computing,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Ouro Preto,Department of Computing,Brazil","institution_ids":["https://openalex.org/I10824318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089720443","display_name":"Daniel S. Ferreira","orcid":"https://orcid.org/0000-0003-1397-4528"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel S. Ferreira","raw_affiliation_strings":["Federal Institute of Education, Science, and Technology of Cear&#x00E1;,Department of Computing,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science, and Technology of Cear&#x00E1;,Department of Computing,Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046030524","display_name":"Cl\u00e1udia Martins Carneiro","orcid":"https://orcid.org/0000-0002-6002-857X"},"institutions":[{"id":"https://openalex.org/I10824318","display_name":"Universidade Federal de Ouro Preto","ror":"https://ror.org/056s65p46","country_code":"BR","type":"education","lineage":["https://openalex.org/I10824318"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claudia M. Carneiro","raw_affiliation_strings":["Federal University of Ouro Preto,Department of Clinical Analysis,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Ouro Preto,Department of Clinical Analysis,Brazil","institution_ids":["https://openalex.org/I10824318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078307999","display_name":"Andrea G. Campos","orcid":null},"institutions":[{"id":"https://openalex.org/I10824318","display_name":"Universidade Federal de Ouro Preto","ror":"https://ror.org/056s65p46","country_code":"BR","type":"education","lineage":["https://openalex.org/I10824318"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andrea G. Campos","raw_affiliation_strings":["Federal University of Ouro Preto,Department of Computing,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Ouro Preto,Department of Computing,Brazil","institution_ids":["https://openalex.org/I10824318"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072430039"],"corresponding_institution_ids":["https://openalex.org/I10824318"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16872193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.6751000285148621,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.6751000285148621,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/trypanosoma-cruzi","display_name":"Trypanosoma cruzi","score":0.7960107326507568},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.5536963939666748},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.46611693501472473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44113031029701233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3974573314189911},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.38538530468940735},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.28512969613075256},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1968711018562317}],"concepts":[{"id":"https://openalex.org/C2777625466","wikidata":"https://www.wikidata.org/wiki/Q150162","display_name":"Trypanosoma cruzi","level":3,"score":0.7960107326507568},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.5536963939666748},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.46611693501472473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44113031029701233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3974573314189911},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.38538530468940735},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.28512969613075256},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1968711018562317},{"id":"https://openalex.org/C71928629","wikidata":"https://www.wikidata.org/wiki/Q804206","display_name":"Parasite hosting","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1497599070","https://openalex.org/W1755205674","https://openalex.org/W2128272608","https://openalex.org/W2149095485","https://openalex.org/W2956317949","https://openalex.org/W2963503775","https://openalex.org/W3125496948","https://openalex.org/W4230072782","https://openalex.org/W4304083970","https://openalex.org/W4386018616","https://openalex.org/W4399283374"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2769842444","https://openalex.org/W2115854280","https://openalex.org/W2150558096","https://openalex.org/W2336925716","https://openalex.org/W4320728684","https://openalex.org/W2086913556","https://openalex.org/W37460067","https://openalex.org/W1965017712","https://openalex.org/W2160133"],"abstract_inverted_index":{"Visual":[0],"attention":[1,97],"is":[2],"an":[3],"essential":[4],"ability":[5],"for":[6,105],"detecting":[7],"para-sites":[8],"in":[9,53,65,81,152],"microscopy":[10,43,66,154],"videos,":[11],"as":[12,33],"it":[13],"involves":[14],"scenarios":[15],"with":[16,116],"dynamic":[17],"elements,":[18],"occlusions,":[19],"and":[20,121,131],"low-contrast":[21],"features.":[22],"Par-ticularly,":[23],"the":[24,37,54,93,99,106,139,146],"parasite":[25],"Trypanosoma":[26],"cruzi":[27,110],"(<tex":[28],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[29,108,148],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$T$</tex>":[30],"cruzi)":[31],"emerges":[32],"conspicuous":[34],"due":[35],"to":[36,70],"nature":[38],"of":[39,56,74,86,95,141],"its":[40],"movement.":[41],"However,":[42],"videos":[44,67,122],"typically":[45],"exhibit":[46],"other":[47],"motion":[48,79],"patterns":[49],"that":[50,62,137],"become":[51],"intricate":[52],"perception":[55],"these":[57],"parasites.":[58],"Here,":[59],"we":[60,91],"showed":[61],"irrelevant":[63],"motions":[64],"are":[68],"linked":[69],"a":[71,82,117],"broad":[72,142],"distribution":[73,94],"attention,":[75],"whereas":[76],"T.":[77],"cruzi's":[78],"results":[80],"more":[83],"constrained":[84,102],"focus":[85],"attention.":[87],"Using":[88],"saliency":[89,103,143],"maps,":[90],"ranked":[92],"visual":[96],"within":[98],"scene,":[100],"boosting":[101],"maps":[104,144],"<tex":[107,147],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$T$</tex>.":[109],"detection":[111],"by":[112,150],"computational":[113],"approaches.":[114],"Experiments":[115],"state-of-the-art":[118],"saliency-based":[119],"model":[120],"fea-turing":[123],"1\u20133":[124],"parasites,":[125],"conducted":[126],"under":[127],"real":[128],"artifact":[129],"conditions":[130],"without":[132],"any":[133],"contrast-enhancing":[134],"treatment,":[135],"revealed":[136],"reducing":[138],"influence":[140],"improves":[145],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$F_{1}$</tex>-score":[149],"9%":[151],"challenging":[153],"environments.":[155]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}