{"id":"https://openalex.org/W4312349016","doi":"https://doi.org/10.1109/jtehm.2022.3229561","title":"Classification of IHC Images of NATs With ResNet-FRP-LSTM for Predicting Survival Rates of Rectal Cancer Patients","display_name":"Classification of IHC Images of NATs With ResNet-FRP-LSTM for Predicting Survival Rates of Rectal Cancer Patients","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4312349016","doi":"https://doi.org/10.1109/jtehm.2022.3229561","pmid":"https://pubmed.ncbi.nlm.nih.gov/36704244","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9870269"},"language":"en","primary_location":{"id":"doi:10.1109/jtehm.2022.3229561","doi":"https://doi.org/10.1109/jtehm.2022.3229561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jtehm.2022.3229561","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221039/9961067/09987571.pdf","source":{"id":"https://openalex.org/S2477164297","display_name":"IEEE Journal of Translational Engineering in Health and Medicine","issn_l":"2168-2372","issn":["2168-2372"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Translational Engineering in Health and Medicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6221039/9961067/09987571.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009439842","display_name":"Tuan D. Pham","orcid":"https://orcid.org/0000-0002-4255-5130","observed_orcids":["https://orcid.org/0000-0002-4255-5130","https://orcid.org/0000-0002-2183-4640"]},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Tuan D. Pham","raw_affiliation_strings":["Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4255-5130","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040100735","display_name":"Vinayakumar Ravi","orcid":"https://orcid.org/0000-0001-6873-6469","observed_orcids":["https://orcid.org/0000-0001-6873-6469"]},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Vinayakumar Ravi","raw_affiliation_strings":["Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6873-6469","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661115","display_name":"Chuanwen Fan","orcid":"https://orcid.org/0000-0001-5804-9374","observed_orcids":["https://orcid.org/0000-0001-5804-9374"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Chuanwen Fan","raw_affiliation_strings":["Department of Oncology, Linkoping University, Linkoping, Sweden","Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039614579","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0002-8721-4460","observed_orcids":["https://orcid.org/0000-0002-8721-4460"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]},{"id":"https://openalex.org/I4210118397","display_name":"Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital","ror":"https://ror.org/01qh26a66","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118397"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["Department of Oncology, Linkoping University, Linkoping, Sweden","Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden","Department of Gastrointestinal Surgery, Sichuan Provincial People's Hospital, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Gastrointestinal Surgery, Sichuan Provincial People's Hospital, Chengdu, China","institution_ids":["https://openalex.org/I4210118397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033083323","display_name":"Xiao\u2010Feng Sun","orcid":"https://orcid.org/0000-0003-1253-1901","observed_orcids":["https://orcid.org/0000-0003-1253-1901"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Xiao-Feng Sun","raw_affiliation_strings":["Department of Oncology, Linkoping University, Linkoping, Sweden","Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Biomedical and Clinical Sciences, Linkoping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009439842"],"corresponding_institution_ids":["https://openalex.org/I138564716"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.823,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.7315563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"87","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9804999828338623,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9804999828338623,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.017400000244379044,"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/T10885","display_name":"Gene expression and cancer classification","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adjacent-normal-tissue","display_name":"adjacent normal tissue","score":0.7250000238418579},{"id":"https://openalex.org/keywords/rectal-cancer","display_name":"rectal cancer","score":0.9879999756813049},{"id":"https://openalex.org/keywords/survival-prediction","display_name":"survival prediction","score":0.6779999732971191},{"id":"https://openalex.org/keywords/preoperative-radiotherapy","display_name":"preoperative radiotherapy","score":0.8859999775886536},{"id":"https://openalex.org/keywords/resnet","display_name":"ResNet","score":0.8420000076293945},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.9200000166893005},{"id":"https://openalex.org/keywords/nonlinear-dynamics","display_name":"nonlinear dynamics","score":0.878000020980835},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.5979999899864197},{"id":"https://openalex.org/keywords/cancer-treatment-selection","display_name":"cancer treatment selection","score":0.41200000047683716}],"concepts":[{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.7051156163215637},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.6638385653495789},{"id":"https://openalex.org/C2778917187","wikidata":"https://www.wikidata.org/wiki/Q15322133","display_name":"RHOB","level":4,"score":0.5161548852920532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41914311051368713},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40075141191482544},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.385530561208725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38138607144355774},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2968596816062927},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2463739812374115},{"id":"https://openalex.org/C62478195","wikidata":"https://www.wikidata.org/wiki/Q828130","display_name":"Signal transduction","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2777093181","wikidata":"https://www.wikidata.org/wiki/Q15331450","display_name":"RHOA","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012004","descriptor_name":"Rectal Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015996","descriptor_name":"Survival Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/jtehm.2022.3229561","doi":"https://doi.org/10.1109/jtehm.2022.3229561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jtehm.2022.3229561","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221039/9961067/09987571.pdf","source":{"id":"https://openalex.org/S2477164297","display_name":"IEEE Journal of Translational Engineering in Health and Medicine","issn_l":"2168-2372","issn":["2168-2372"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Translational Engineering in Health and Medicine","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9870269","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9870269","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE J Transl Eng Health Med","raw_type":"Text"},{"id":"pmid:36704244","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36704244","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,"listed_in":[],"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 translational engineering in health and medicine","raw_type":"Journal Article"},{"id":"pmh:oai:DiVA.org:liu-191641","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-191641","pdf_url":"https://liu.diva-portal.org/smash/get/diva2:1734564/FULLTEXT01","source":{"id":"https://openalex.org/S4306400838","display_name":"DiVA (Linkoping University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I102134673","host_organization_name":"Link\u00f6ping University","host_organization_lineage":["https://openalex.org/I102134673"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:a922238c9e6441c8979ca68da699b078","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a922238c9e6441c8979ca68da699b078","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Translational Engineering in Health and Medicine, Vol 11, Pp 87-95 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jtehm.2022.3229561","doi":"https://doi.org/10.1109/jtehm.2022.3229561","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jtehm.2022.3229561","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221039/9961067/09987571.pdf","source":{"id":"https://openalex.org/S2477164297","display_name":"IEEE Journal of Translational Engineering in Health and Medicine","issn_l":"2168-2372","issn":["2168-2372"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Translational Engineering in Health and Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9537000060081482,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"score":0.5699999928474426,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312349016.pdf","grobid_xml":"https://content.openalex.org/works/W4312349016.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1549386224","https://openalex.org/W1585172067","https://openalex.org/W1677182931","https://openalex.org/W1689711448","https://openalex.org/W1965310085","https://openalex.org/W2002882918","https://openalex.org/W2019529630","https://openalex.org/W2064675550","https://openalex.org/W2097117768","https://openalex.org/W2103243046","https://openalex.org/W2113076747","https://openalex.org/W2152833463","https://openalex.org/W2156555688","https://openalex.org/W2163605009","https://openalex.org/W2163759862","https://openalex.org/W2194775991","https://openalex.org/W2201305792","https://openalex.org/W2346853311","https://openalex.org/W2583191924","https://openalex.org/W2589172122","https://openalex.org/W2590915453","https://openalex.org/W2736941579","https://openalex.org/W2745075853","https://openalex.org/W2766676715","https://openalex.org/W2768914963","https://openalex.org/W2899675781","https://openalex.org/W2963446712","https://openalex.org/W2967444033","https://openalex.org/W2977400410","https://openalex.org/W2987876617","https://openalex.org/W3003199121","https://openalex.org/W3041608560","https://openalex.org/W3082472052","https://openalex.org/W3097754050","https://openalex.org/W3107979957","https://openalex.org/W3121039441","https://openalex.org/W3123890950","https://openalex.org/W3136267091","https://openalex.org/W3146577202","https://openalex.org/W3153074779","https://openalex.org/W3173630068","https://openalex.org/W3202918508","https://openalex.org/W3204013916","https://openalex.org/W3212614933","https://openalex.org/W3215127363","https://openalex.org/W4200191783","https://openalex.org/W4280603765"],"related_works":["https://openalex.org/W4319443949","https://openalex.org/W4375929139","https://openalex.org/W4386362560","https://openalex.org/W4406391314","https://openalex.org/W4313030563","https://openalex.org/W4252439961","https://openalex.org/W3082472052","https://openalex.org/W4394820935","https://openalex.org/W2977400410","https://openalex.org/W3213903504"],"abstract_inverted_index":{"BACKGROUND:":[0],"Over":[1],"a":[2,47],"decade,":[3],"tissues":[4],"dissected":[5],"adjacent":[6],"to":[7,24,35,50,96,138,152,167],"primary":[8],"tumors":[9],"have":[10,20],"been":[11,22],"considered":[12],"\"normal\"":[13],"or":[14],"healthy":[15],"samples":[16],"(NATs).":[17],"However,":[18],"NATs":[19,44,70,159],"recently":[21],"discovered":[23],"be":[25],"distinct":[26],"from":[27,116,127],"both":[28],"tumorous":[29],"and":[30,56,92],"normal":[31],"tissues.":[32],"The":[33,83,165,181],"ability":[34,166],"predict":[36,168],"the":[37,73,117,153,169],"survival":[38,75,170],"rate":[39,171],"of":[40,76,100,113,141,155,172,193],"cancer":[41,55,173,195],"patients":[42,79,174],"using":[43,145],"can":[45],"open":[46],"new":[48,84,118],"door":[49],"selecting":[51],"optimal":[52],"treatments":[53,192],"for":[54,71,178,187],"discovering":[57],"biomarkers.":[58],"METHODS:":[59],"This":[60],"paper":[61],"introduces":[62],"an":[63],"artificial":[64],"intelligence":[65],"(AI)":[66],"approach":[67,85],"that":[68],"uses":[69],"predicting":[72],"5-year":[74],"pre-operative":[77],"radiotherapy":[78],"with":[80],"rectal":[81,194],"cancer.":[82],"combines":[86],"pre-trained":[87],"deep":[88],"learning,":[89],"nonlinear":[90],"dynamics,":[91],"long":[93],"short-term":[94],"memory":[95],"classify":[97],"immunohistochemical":[98],"images":[99],"RhoB":[101,156],"protein":[102],"expression":[103,157],"on":[104,158],"NATs.":[105],"RESULTS:":[106],"Ten-fold":[107],"cross-validation":[108],"results":[109,132],"show":[110],"88%":[111],"accuracy":[112],"prediction":[114],"obtained":[115],"approach,":[119],"which":[120],"is":[121,175,185],"also":[122,150],"higher":[123],"than":[124],"those":[125],"provided":[126],"baseline":[128],"methods.":[129],"CONCLUSION:":[130],"Preliminary":[131],"not":[133],"only":[134],"add":[135],"objective":[136],"evidence":[137],"recent":[139],"findings":[140],"NATs'":[142],"molecular":[143],"characteristics":[144],"state-of-the-art":[146],"AI":[147,183],"methods,":[148],"but":[149],"contribute":[151],"discovery":[154],"in":[160,190],"rectal-cancer":[161],"patients.":[162,196],"CLINICAL":[163],"IMPACT:":[164],"extremely":[176],"important":[177],"clinical":[179],"decision-making.":[180],"proposed":[182],"tool":[184],"promising":[186],"assisting":[188],"oncologists":[189],"their":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-01-04T00:00:00"}