{"id":"https://openalex.org/W4405492040","doi":"https://doi.org/10.1109/embc53108.2024.10782758","title":"Feature Engineering Assessment of Tumor Infiltrating Lymphocytes in Lung Adenocarcinoma","display_name":"Feature Engineering Assessment of Tumor Infiltrating Lymphocytes in Lung Adenocarcinoma","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405492040","doi":"https://doi.org/10.1109/embc53108.2024.10782758","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039199"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040744221","display_name":"Giulia Bruschi","orcid":"https://orcid.org/0009-0000-7075-7330"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Bruschi","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068731989","display_name":"Agnese Sbrollini","orcid":"https://orcid.org/0000-0002-9152-7216"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Agnese Sbrollini","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009428093","display_name":"Federica Pecci","orcid":"https://orcid.org/0009-0000-9289-2007"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Pecci","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003036217","display_name":"Valeria Cognigni","orcid":"https://orcid.org/0009-0001-4895-2727"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valeria Cognigni","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091216622","display_name":"Francesco Paoloni","orcid":"https://orcid.org/0000-0002-8992-3578"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Paoloni","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056850618","display_name":"T. Galassi","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Galassi","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062065961","display_name":"Luca Cantini","orcid":"https://orcid.org/0000-0002-6294-4758"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luca Cantini","raw_affiliation_strings":["Fortrea, Inc,Durham,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fortrea, Inc,Durham,NC,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017957196","display_name":"Micaela Morettini","orcid":"https://orcid.org/0000-0002-8327-8379"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Micaela Morettini","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019053015","display_name":"Rossana Berardi","orcid":"https://orcid.org/0000-0002-9529-2960"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rossana Berardi","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Department of Medical Oncology, AOU Delle Marche,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091455235","display_name":"Laura Burattini","orcid":"https://orcid.org/0000-0002-9474-7046"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Burattini","raw_affiliation_strings":["Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Politecnica Delle Marche,Engineering Faculty,Department of Information Engineering,Ancona,Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"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":0.9993000030517578,"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":0.9993000030517578,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.9961000084877014,"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/feature","display_name":"Feature (linguistics)","score":0.6430022716522217},{"id":"https://openalex.org/keywords/adenocarcinoma","display_name":"Adenocarcinoma","score":0.5898642539978027},{"id":"https://openalex.org/keywords/lung-tumor","display_name":"Lung tumor","score":0.54869544506073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48999014496803284},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.47541195154190063},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3522649109363556},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3458585739135742},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.1445748209953308},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13712602853775024}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6430022716522217},{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.5898642539978027},{"id":"https://openalex.org/C3018373657","wikidata":"https://www.wikidata.org/wiki/Q15124212","display_name":"Lung tumor","level":3,"score":0.54869544506073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48999014496803284},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.47541195154190063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3522649109363556},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3458585739135742},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.1445748209953308},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13712602853775024},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077192","descriptor_name":"Adenocarcinoma of Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077192","descriptor_name":"Adenocarcinoma of Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077192","descriptor_name":"Adenocarcinoma of Lung","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D000077192","descriptor_name":"Adenocarcinoma of Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":false},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016246","descriptor_name":"Lymphocytes, Tumor-Infiltrating","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D016246","descriptor_name":"Lymphocytes, Tumor-Infiltrating","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D016246","descriptor_name":"Lymphocytes, Tumor-Infiltrating","qualifier_ui":"Q000276","qualifier_name":"immunology","is_major_topic":true},{"descriptor_ui":"D016246","descriptor_name":"Lymphocytes, Tumor-Infiltrating","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D016246","descriptor_name":"Lymphocytes, Tumor-Infiltrating","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc53108.2024.10782758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039199","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039199","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},{"id":"pmh:oai:iris.univpm.it:11566/354883","is_oa":false,"landing_page_url":"https://hdl.handle.net/11566/354883","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.46000000834465027,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2036663918","https://openalex.org/W2122825543","https://openalex.org/W2744685612","https://openalex.org/W2886368623","https://openalex.org/W2904798270","https://openalex.org/W2969705573","https://openalex.org/W3016939709","https://openalex.org/W3025630280","https://openalex.org/W3039617216","https://openalex.org/W3153801688","https://openalex.org/W3187048440","https://openalex.org/W4220832239","https://openalex.org/W4230238214","https://openalex.org/W4289761856","https://openalex.org/W6655920544","https://openalex.org/W6749067469"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2980988258","https://openalex.org/W2327846462","https://openalex.org/W2977677679","https://openalex.org/W1986260198","https://openalex.org/W2388915439","https://openalex.org/W2066500467","https://openalex.org/W4389519690","https://openalex.org/W2363881220","https://openalex.org/W4211185973"],"abstract_inverted_index":{"Tumor-Infiltrating":[0],"Lymphocytes":[1],"(TIL)":[2],"are":[3,11],"emerging":[4],"as":[5,131],"immunotherapy":[6],"prognostic":[7],"markers.":[8],"Currently,":[9],"TIL":[10,48,54,145],"assessed":[12],"on":[13],"hematoxylin":[14],"and":[15,28,63,76,111,158],"eosin":[16],"(H&E)-stained":[17],"slides":[18],"of":[19,35,93,95,103,129,162],"tumor":[20],"tissue":[21],"by":[22,56,73,78,133],"pathologists.":[23],"This":[24],"approach":[25],"is":[26,38,68,140],"time-consuming,":[27],"subjected":[29],"to":[30,39,109,119,151],"inter-observer":[31,156],"variability.":[32],"The":[33,66,121],"aim":[34],"this":[36],"study":[37],"propose":[40],"a":[41],"machine":[42],"learning-based":[43],"algorithm,":[44],"called":[45],"Feature":[46],"Engineering":[47],"Assessment":[49],"(FTA),":[50],"for":[51,86],"the":[52,91,114,126,134,141,149,159],"automatic":[53,144],"assessment":[55,146],"using":[57],"adenocarcinoma":[58],"metadata":[59],"(i.e.,":[60],"anamnestic,":[61],"clinical":[62,135],"pathological":[64],"data).":[65],"algorithm":[67],"an":[69,98],"Elastic":[70],"Net,":[71],"tuned":[72],"Bayesian":[74],"Optimization":[75],"validated":[77],"Leave-One-Subject-Out":[79],"cross":[80],"validation.":[81],"Obtained":[82],"coefficients":[83],"were":[84],"used":[85],"feature":[87,123],"ranking.":[88],"Results":[89],"confirms":[90],"goodness":[92],"performance":[94],"FTA,":[96],"with":[97,155],"overall":[99],"Mean":[100],"Absolute":[101],"Error":[102],"2.1%,":[104],"Concordance":[105],"Correlation":[106],"Coefficient":[107],"equal":[108,118],"0.71":[110],"difference":[112],"in":[113],"Bland-":[115],"Altman":[116],"plot":[117],"-0.001.":[120],"obtained":[122],"ranking":[124],"revealed":[125],"key":[127],"role":[128],"gender,":[130],"confirmed":[132],"literature.":[136],"In":[137],"conclusion,":[138],"FTA":[139],"first":[142],"image-independent":[143],"procedure,":[147],"having":[148],"potential":[150],"address":[152],"challenges":[153],"associated":[154],"variability":[157],"time-consuming":[160],"nature":[161],"classical":[163],"procedures.":[164]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
