{"id":"https://openalex.org/W4414925179","doi":"https://doi.org/10.1007/s10916-025-02271-3","title":"Revisiting Challenges in Real-world Video Colonoscopy using End-to-End Two Stream Polyp Detection Transformer (TS-PDTR)","display_name":"Revisiting Challenges in Real-world Video Colonoscopy using End-to-End Two Stream Polyp Detection Transformer (TS-PDTR)","publication_year":2025,"publication_date":"2025-10-08","ids":{"openalex":"https://openalex.org/W4414925179","doi":"https://doi.org/10.1007/s10916-025-02271-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/41060469"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-025-02271-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02271-3","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","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/A5049124206","display_name":"Tianyuan Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyuan Gan","raw_affiliation_strings":["Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089998736","display_name":"Chongan Zhang","orcid":"https://orcid.org/0000-0002-5035-5366"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongan Zhang","raw_affiliation_strings":["Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058176560","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0001-8782-857X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101438359","display_name":"Xiao Liang","orcid":"https://orcid.org/0000-0002-4079-4752"},"institutions":[{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Liang","raw_affiliation_strings":["Department of General Surgery, Sir Run-Run Shaw Hospital, School of Medicine, Zhejiang University, No. 3, Qingchun East Road, 310016, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Sir Run-Run Shaw Hospital, School of Medicine, Zhejiang University, No. 3, Qingchun East Road, 310016, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I2802390878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035065510","display_name":"Xuesong Ye","orcid":"https://orcid.org/0000-0002-3439-3733"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuesong Ye","raw_affiliation_strings":["Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China. yexuesong@zju.edu.cn","Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China. yexuesong@zju.edu.cn","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Biosensor National Special Laboratory, College of Biomedical Engineering and Instrument Science, Zhejiang University, No. 38, Zheda Road, 310027, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035065510"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34400097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":"1","first_page":"129","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9973000288009644,"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/T10862","display_name":"AI in cancer detection","score":0.9322999715805054,"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/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9059000015258789,"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/robustness","display_name":"Robustness (evolution)","score":0.7055000066757202},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5523999929428101},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.546500027179718},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5109999775886536},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.48730000853538513},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.4415000081062317},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4106999933719635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3928000032901764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8046000003814697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.753000020980835},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7055000066757202},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5523999929428101},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.546500027179718},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5184000134468079},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5109999775886536},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.48730000853538513},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.4415000081062317},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4106999933719635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3928000032901764},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3921000063419342},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.38510000705718994},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.3434999883174896},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.3028999865055084},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2517000138759613}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003113","descriptor_name":"Colonoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-025-02271-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02271-3","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:41060469","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41060469","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":"Journal of medical systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8109151504","display_name":null,"funder_award_id":"2022C03086","funder_id":"https://openalex.org/F8142712028","funder_display_name":"Key Research and Development Program of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F8142712028","display_name":"Key Research and Development Program of Zhejiang Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W116236279","https://openalex.org/W1677182931","https://openalex.org/W1857212626","https://openalex.org/W1861492603","https://openalex.org/W1985390630","https://openalex.org/W2102605133","https://openalex.org/W2113889984","https://openalex.org/W2140753590","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2285968993","https://openalex.org/W2400347026","https://openalex.org/W2560474170","https://openalex.org/W2560770519","https://openalex.org/W2570343428","https://openalex.org/W2752119587","https://openalex.org/W2752782242","https://openalex.org/W2793130599","https://openalex.org/W2806175674","https://openalex.org/W2884585870","https://openalex.org/W2919115771","https://openalex.org/W2948972174","https://openalex.org/W2958802516","https://openalex.org/W2963037989","https://openalex.org/W2963125010","https://openalex.org/W2963351448","https://openalex.org/W2963649926","https://openalex.org/W2963763569","https://openalex.org/W2963782415","https://openalex.org/W2964286567","https://openalex.org/W2982770724","https://openalex.org/W2989359294","https://openalex.org/W3005561728","https://openalex.org/W3007471652","https://openalex.org/W3009963727","https://openalex.org/W3034467781","https://openalex.org/W3035459165","https://openalex.org/W3046240927","https://openalex.org/W3083747984","https://openalex.org/W3095218178","https://openalex.org/W3096609285","https://openalex.org/W3098995103","https://openalex.org/W3106250896","https://openalex.org/W3109908659","https://openalex.org/W3115482146","https://openalex.org/W3138516171","https://openalex.org/W3180134609","https://openalex.org/W3190966099","https://openalex.org/W3203507611","https://openalex.org/W3204372962","https://openalex.org/W4200556987","https://openalex.org/W4214627427","https://openalex.org/W4214774769","https://openalex.org/W4221166276","https://openalex.org/W4223975153","https://openalex.org/W4224124267","https://openalex.org/W4285403713","https://openalex.org/W4294218558","https://openalex.org/W4297090165","https://openalex.org/W4307635355","https://openalex.org/W4312312588","https://openalex.org/W4317933316","https://openalex.org/W4322102478","https://openalex.org/W4386076325","https://openalex.org/W4387225792","https://openalex.org/W4389482752","https://openalex.org/W4390061390","https://openalex.org/W4391092744","https://openalex.org/W6893711219"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}