{"id":"https://openalex.org/W4384499196","doi":"https://doi.org/10.1109/jbhi.2023.3291433","title":"Multi-Task Learning With Hierarchical Guidance for Locating and Stratifying Submucosal Tumors","display_name":"Multi-Task Learning With Hierarchical Guidance for Locating and Stratifying Submucosal Tumors","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4384499196","doi":"https://doi.org/10.1109/jbhi.2023.3291433","pmid":"https://pubmed.ncbi.nlm.nih.gov/37459259"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3291433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3291433","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-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":"https://openalex.org/A5102725986","display_name":"Ruifei Zhang","orcid":"https://orcid.org/0000-0002-0623-5252"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruifei Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0623-5252","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401210","display_name":"Feng Zhang","orcid":"https://orcid.org/0009-0008-2734-941X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210093460","display_name":"Sixth Affiliated Hospital of Sun Yat-sen University","ror":"https://ror.org/005pe1772","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Department of Rheumatology, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083224326","display_name":"Si Qin","orcid":"https://orcid.org/0000-0002-0863-9699"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210093460","display_name":"Sixth Affiliated Hospital of Sun Yat-sen University","ror":"https://ror.org/005pe1772","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Qin","raw_affiliation_strings":["Department of Medical Ultrasonics, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasonics, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022875934","display_name":"Dejun Fan","orcid":"https://orcid.org/0000-0003-3041-0572"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210093460","display_name":"Sixth Affiliated Hospital of Sun Yat-sen University","ror":"https://ror.org/005pe1772","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejun Fan","raw_affiliation_strings":["Department of Gastrointestinal Endoscopy, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","Biomedical Innovation Center, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastrointestinal Endoscopy, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Biomedical Innovation Center, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003019748","display_name":"Chaowei Fang","orcid":"https://orcid.org/0000-0001-8805-9792"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaowei Fang","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-8805-9792","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033683284","display_name":"Jie Ma","orcid":"https://orcid.org/0000-0002-3900-1903"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Ma","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030367905","display_name":"Xiang Wan","orcid":"https://orcid.org/0000-0002-2324-6527"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Wan","raw_affiliation_strings":["Shenzhen Research Institute of Big Data, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2324-6527","affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, Shenzhen, China","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042965510","display_name":"Guanbin Li","orcid":"https://orcid.org/0000-0002-4805-0926"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanbin Li","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4805-0926","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102972263","display_name":"Xutao Lin","orcid":"https://orcid.org/0000-0002-2709-1577"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210093460","display_name":"Sixth Affiliated Hospital of Sun Yat-sen University","ror":"https://ror.org/005pe1772","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xutao Lin","raw_affiliation_strings":["Department of Gastrointestinal Endoscopy, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","Biomedical Innovation Center, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2709-1577","affiliations":[{"raw_affiliation_string":"Department of Gastrointestinal Endoscopy, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Biomedical Innovation Center, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210093460","https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5102725986"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.4476,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66246126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"27","issue":"9","first_page":"4478","last_page":"4488"},"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":0.9955999851226807,"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":0.9955999851226807,"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.9932000041007996,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7418795228004456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6750032901763916},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6470484733581543},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5093925595283508},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49622923135757446},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46254536509513855},{"id":"https://openalex.org/keywords/stratification","display_name":"Stratification (seeds)","score":0.4467080235481262},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3444419503211975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418795228004456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6750032901763916},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6470484733581543},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5093925595283508},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49622923135757446},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46254536509513855},{"id":"https://openalex.org/C192943249","wikidata":"https://www.wikidata.org/wiki/Q1893382","display_name":"Stratification (seeds)","level":5,"score":0.4467080235481262},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3444419503211975},{"id":"https://openalex.org/C88548481","wikidata":"https://www.wikidata.org/wiki/Q2397491","display_name":"Seed dormancy","level":4,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C3527866","wikidata":"https://www.wikidata.org/wiki/Q162267","display_name":"Dormancy","level":3,"score":0.0},{"id":"https://openalex.org/C100701293","wikidata":"https://www.wikidata.org/wiki/Q193838","display_name":"Germination","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":"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":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3291433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3291433","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37459259","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37459259","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1874218645","display_name":null,"funder_award_id":"61976250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1901129140","https://openalex.org/W2007390373","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2565639579","https://openalex.org/W2750630800","https://openalex.org/W2752782242","https://openalex.org/W2765793020","https://openalex.org/W2787828322","https://openalex.org/W2807190811","https://openalex.org/W2884585870","https://openalex.org/W2891569179","https://openalex.org/W2897755679","https://openalex.org/W2943198507","https://openalex.org/W2955058313","https://openalex.org/W2962708065","https://openalex.org/W2962858109","https://openalex.org/W2963091558","https://openalex.org/W2963319519","https://openalex.org/W2963606198","https://openalex.org/W2963811535","https://openalex.org/W2963927307","https://openalex.org/W2964015378","https://openalex.org/W2964051675","https://openalex.org/W2979651795","https://openalex.org/W2981393302","https://openalex.org/W2982770724","https://openalex.org/W2993044507","https://openalex.org/W2998272246","https://openalex.org/W3012573144","https://openalex.org/W3032638707","https://openalex.org/W3035396860","https://openalex.org/W3085306326","https://openalex.org/W3086775466","https://openalex.org/W3087225441","https://openalex.org/W3090643255","https://openalex.org/W3092624683","https://openalex.org/W3106250896","https://openalex.org/W3106904274","https://openalex.org/W3108849448","https://openalex.org/W3113367126","https://openalex.org/W3127363128","https://openalex.org/W3141797743","https://openalex.org/W3151449316","https://openalex.org/W3157723138","https://openalex.org/W4293584584","https://openalex.org/W4295312788","https://openalex.org/W4385245566","https://openalex.org/W6639824700","https://openalex.org/W6726873649","https://openalex.org/W6739901393","https://openalex.org/W6750227808","https://openalex.org/W6753494528","https://openalex.org/W6754115060","https://openalex.org/W6760424586","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4386554877","https://openalex.org/W4236138976","https://openalex.org/W3203136021","https://openalex.org/W3173424037","https://openalex.org/W3215669510","https://openalex.org/W4239581157","https://openalex.org/W2393041552","https://openalex.org/W2036103646","https://openalex.org/W2385083087","https://openalex.org/W4235941913"],"abstract_inverted_index":{"Locating":[0],"and":[1,46,76,93,146,152,179,195,202,241,258],"stratifying":[2,77,220],"the":[3,7,20,26,33,41,47,78,83,86,91,96,100,105,116,129,140,147,160,170,185,210,234],"submucosal":[4,79,204],"tumor":[5,144,153,164,180,196,205,256],"of":[6,16,23,40,49,53,85,95,132,150,169,177],"digestive":[8,42],"tract":[9,43],"from":[10],"endoscopy":[11],"ultrasound":[12],"(EUS)":[13],"images":[14],"are":[15,29,59,119,154,181],"vital":[17],"significance":[18],"to":[19,32,61,90,137,157,183,189,193,199,214,228],"preliminary":[21],"diagnosis":[22,57],"tumors.":[24],"However,":[25],"above":[27],"problems":[28],"challenging,":[30],"due":[31],"poor":[34],"appearance":[35],"contrast":[36],"between":[37],"different":[38],"layers":[39],"wall":[44],"(DTW)":[45],"narrowness":[48],"each":[50],"layer.":[51],"Few":[52],"existing":[54],"deep-learning":[55],"based":[56],"algorithms":[58],"devised":[60],"tackle":[62],"this":[63,66],"issue.":[64],"In":[65],"article,":[67],"we":[68,98,222],"build":[69],"a":[70,112,123,200,224,239],"multi-task":[71,107],"framework":[72],"for":[73,110,143,163,219,233],"simultaneously":[74],"locating":[75],"tumor.":[80],"And":[81],"considering":[82,209],"awareness":[84],"DTW":[87,101,133,151,178,194],"is":[88,135,217],"critical":[89],"localization":[92,257],"stratification":[94,186,206,235],"tumor,":[97],"integrate":[99],"segmentation":[102],"task":[103],"into":[104],"proposed":[106],"framework.":[108],"Except":[109],"sharing":[111],"common":[113],"backbone":[114],"model,":[115],"three":[117],"tasks":[118],"explicitly":[120],"directed":[121],"with":[122,212],"hierarchical":[124],"guidance":[125],"module,":[126],"in":[127],"which":[128],"probability":[130,148,175],"map":[131],"itself":[134],"used":[136],"locally":[138,158],"enhance":[139,159],"feature":[141,161],"representation":[142,162],"localization,":[145],"maps":[149,176],"jointly":[155],"employed":[156],"stratification.":[165],"Moreover,":[166],"by":[167],"means":[168],"dynamic":[171],"class":[172],"activation":[173],"map,":[174],"reused":[182],"enforce":[184],"inference":[187],"process":[188],"pay":[190],"more":[191],"attention":[192],"regions,":[197],"contributing":[198],"reliable":[201],"interpretable":[203],"model.":[207],"Additionally,":[208],"relation":[211,231],"respect":[213],"other":[215],"structures":[216],"beneficial":[218],"tumors,":[221],"devise":[223],"graph":[225],"reasoning":[226],"module":[227],"replenish":[229],"non-local":[230],"knowledge":[232],"branch.":[236],"Experiments":[237],"on":[238,254],"Stomach-Esophagus":[240],"an":[242],"Intestinal":[243],"EUS":[244],"dataset":[245],"prove":[246],"that":[247],"our":[248],"method":[249],"achieves":[250],"very":[251],"appealing":[252],"performance":[253],"both":[255],"stratification,":[259],"significantly":[260],"outperforming":[261],"state-of-the-art":[262],"object":[263],"detection":[264],"approaches.":[265]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
