{"id":"https://openalex.org/W4407310560","doi":"https://doi.org/10.1007/s10916-025-02156-5","title":"Deep Learning Radiomics for Survival Prediction in Non-Small-Cell Lung Cancer Patients from CT Images","display_name":"Deep Learning Radiomics for Survival Prediction in Non-Small-Cell Lung Cancer Patients from CT Images","publication_year":2025,"publication_date":"2025-02-11","ids":{"openalex":"https://openalex.org/W4407310560","doi":"https://doi.org/10.1007/s10916-025-02156-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/39930275"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-025-02156-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02156-5","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/A5058188694","display_name":"Viet Huan Le","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148861","display_name":"Khanh Hoa General Hospital","ror":"https://ror.org/04p0fsa07","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210148861"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Viet Huan Le","raw_affiliation_strings":["Department of Thoracic Surgery, Khanh Hoa General Hospital, Nha Trang City, 65000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Thoracic Surgery, Khanh Hoa General Hospital, Nha Trang City, 65000, Vietnam","institution_ids":["https://openalex.org/I4210148861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088100652","display_name":"Tran Nguyen Tuan Minh","orcid":null},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tran Nguyen Tuan Minh","raw_affiliation_strings":["AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan","International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036750273","display_name":"Quang Hien Kha","orcid":"https://orcid.org/0000-0002-7676-3843"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Quang Hien Kha","raw_affiliation_strings":["AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan","International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066420667","display_name":"Nguyen Quoc Khanh Le","orcid":"https://orcid.org/0000-0003-4896-7926"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen Quoc Khanh Le","raw_affiliation_strings":["AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw","In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw","Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw","institution_ids":[]},{"raw_affiliation_string":"In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw","institution_ids":[]},{"raw_affiliation_string":"Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan. khanhlee@tmu.edu.tw","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058188694"],"corresponding_institution_ids":["https://openalex.org/I4210148861"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":18.8503,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99489236,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"49","issue":"1","first_page":"22","last_page":"22"},"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":1.0,"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":1.0,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9958000183105469,"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/radiomics","display_name":"Radiomics","score":0.9515741467475891},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.662527859210968},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5622527599334717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5079982876777649},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4871765971183777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3797898292541504},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37559017539024353},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.2964346408843994},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.264583021402359}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.9515741467475891},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.662527859210968},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5622527599334717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5079982876777649},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4871765971183777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3797898292541504},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37559017539024353},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.2964346408843994},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.264583021402359},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-025-02156-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02156-5","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:39930275","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39930275","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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G4381834228","display_name":null,"funder_award_id":"DP2-TMU-113-A-08","funder_id":"https://openalex.org/F4320311687","funder_display_name":"Ministry of Education"}],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W2103004421","https://openalex.org/W2128696591","https://openalex.org/W2211722331","https://openalex.org/W2517065464","https://openalex.org/W2571620227","https://openalex.org/W2590915453","https://openalex.org/W2612126367","https://openalex.org/W2751538714","https://openalex.org/W2753919178","https://openalex.org/W2761668583","https://openalex.org/W2766675183","https://openalex.org/W2888844929","https://openalex.org/W2896246551","https://openalex.org/W2899257989","https://openalex.org/W2901998432","https://openalex.org/W2903150666","https://openalex.org/W2921044437","https://openalex.org/W2930995728","https://openalex.org/W2940212115","https://openalex.org/W2964471257","https://openalex.org/W2974585575","https://openalex.org/W2986246774","https://openalex.org/W2991257761","https://openalex.org/W3006178210","https://openalex.org/W3010245316","https://openalex.org/W3015650181","https://openalex.org/W3024107846","https://openalex.org/W3031635948","https://openalex.org/W3044073468","https://openalex.org/W3044340339","https://openalex.org/W3091991241","https://openalex.org/W3095275483","https://openalex.org/W3096318133","https://openalex.org/W3099510960","https://openalex.org/W3099641252","https://openalex.org/W3121939634","https://openalex.org/W3128646645","https://openalex.org/W3158340897","https://openalex.org/W3186377337","https://openalex.org/W3194092754","https://openalex.org/W3214850600","https://openalex.org/W4210486038","https://openalex.org/W4210795979","https://openalex.org/W4214857852","https://openalex.org/W4220843545","https://openalex.org/W4225593001","https://openalex.org/W4229459587","https://openalex.org/W4280630103","https://openalex.org/W4281817558","https://openalex.org/W4283312371","https://openalex.org/W4290085852","https://openalex.org/W4292318865","https://openalex.org/W4318541705","https://openalex.org/W4327770680","https://openalex.org/W6754906070"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2559998622","https://openalex.org/W2605851261","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
