{"id":"https://openalex.org/W4200183354","doi":"https://doi.org/10.1109/embc46164.2021.9630301","title":"Precise Bleeding and Red lesions localization from Capsule Endoscopy using Compact U-Net","display_name":"Precise Bleeding and Red lesions localization from Capsule Endoscopy using Compact U-Net","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200183354","doi":"https://doi.org/10.1109/embc46164.2021.9630301","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891895"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9630301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630301","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Aparna Kanakatte","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aparna Kanakatte","raw_affiliation_strings":["TCS Research and Innovation, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation, Bengaluru, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":null,"display_name":"Avik Ghose","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Ghose","raw_affiliation_strings":["TCS Research and Innovation, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":2.3,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86363636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2021","issue":null,"first_page":"3089","last_page":"3092"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.009399999864399433,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.0010000000474974513,"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/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.696399986743927},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.3984000086784363},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.3490999937057495},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3280999958515167},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3172999918460846}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.696399986743927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6229000091552734},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5927000045776367},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49639999866485596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44510000944137573},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4410000145435333},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.3984000086784363},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3490999937057495},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.2955000102519989},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2802000045776367}],"mesh":[{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006470","descriptor_name":"Hemorrhage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006470","descriptor_name":"Hemorrhage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006470","descriptor_name":"Hemorrhage","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":"D041981","descriptor_name":"Gastrointestinal Tract","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D041981","descriptor_name":"Gastrointestinal Tract","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D041981","descriptor_name":"Gastrointestinal Tract","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc46164.2021.9630301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630301","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891895","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891895","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1972095400","https://openalex.org/W1987469567","https://openalex.org/W1995517024","https://openalex.org/W2058068043","https://openalex.org/W2152888071","https://openalex.org/W2185640395","https://openalex.org/W2279500041","https://openalex.org/W2396831987","https://openalex.org/W2521384913","https://openalex.org/W2552476930","https://openalex.org/W2691395254","https://openalex.org/W2735728519","https://openalex.org/W2755546405","https://openalex.org/W2767115216","https://openalex.org/W2954941904","https://openalex.org/W2970971581","https://openalex.org/W6639824700"],"related_works":[],"abstract_inverted_index":{"Wireless":[0],"capsule":[1],"endoscopy":[2,77],"is":[3,65,83],"a":[4,58,125,135],"non-invasive":[5],"and":[6,26,40,50,69,73,89,116],"painless":[7],"procedure":[8],"to":[9,21,46,67],"detect":[10,68],"anomalies":[11],"from":[12,76,143],"the":[13,37,53,86,96,101,109,121],"gastrointestinal":[14],"tract.":[15],"Single":[16],"examination":[17],"results":[18,99],"in":[19,95],"up":[20],"8":[22],"hrs":[23],"of":[24,52,128],"video":[25,41],"requires":[27],"between":[28],"45":[29],"-":[30],"180":[31],"mins":[32],"for":[33,147],"diagnosis":[34],"depending":[35],"on":[36,106,134],"complexity.":[38],"Image":[39],"computational":[42],"methods":[43,93,132],"are":[44],"needed":[45],"increase":[47],"both":[48],"efficiency":[49],"accuracy":[51],"diagnosis.":[54],"In":[55],"this":[56,144],"paper,":[57],"compact":[59,81,103],"U-Net":[60,82,88],"with":[61,85,91,108,113,140],"lesser":[62,117],"encoder-decoder":[63],"pairs":[64],"presented,":[66],"precisely":[70],"segment":[71],"bleeding":[72],"red":[74],"lesions":[75],"data.":[78],"The":[79,98],"proposed":[80,102,122],"compared":[84],"original":[87,110],"also":[90],"other":[92,131],"reported":[94,133],"literature.":[97],"show":[100],"network":[104,111],"performs":[105],"par":[107],"but":[112],"faster":[114],"training":[115],"memory":[118],"consumption.":[119],"Also,":[120],"model":[123],"provided":[124],"dice":[126],"score":[127],"91%":[129],"outperforming":[130],"blind":[136],"tested":[137],"WCE":[138],"dataset":[139],"no":[141],"images":[142],"set":[145],"used":[146],"training.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2021-12-31T00:00:00"}
