{"id":"https://openalex.org/W4387042205","doi":"https://doi.org/10.1109/access.2023.3319558","title":"A Review of Diagnostic Strategies for Pulmonary Embolism Prediction in Computed Tomography Pulmonary Angiograms","display_name":"A Review of Diagnostic Strategies for Pulmonary Embolism Prediction in Computed Tomography Pulmonary Angiograms","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387042205","doi":"https://doi.org/10.1109/access.2023.3319558"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3319558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319558","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264086.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080221470","display_name":"Jyothi Chillapalli","orcid":null},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyothi Chillapalli","raw_affiliation_strings":["Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084518207","display_name":"Shilpa Gite","orcid":"https://orcid.org/0000-0003-3882-7030"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shilpa Gite","raw_affiliation_strings":["Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India"],"raw_orcid":"https://orcid.org/0000-0003-3882-7030","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795140","display_name":"Bunny Saini","orcid":"https://orcid.org/0009-0002-9802-1485"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bunny Saini","raw_affiliation_strings":["Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India"],"raw_orcid":"https://orcid.org/0009-0002-9802-1485","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","Symbiosis Centre for Applied Artificial Intelligence, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India"],"raw_orcid":"https://orcid.org/0000-0003-2653-3780","affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068803942","display_name":"Sultan Alfarhood","orcid":"https://orcid.org/0009-0001-1268-9613"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sultan Alfarhood","raw_affiliation_strings":["Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","Department of Computer Science, College of Computer and Information Sciences, King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia"],"raw_orcid":"https://orcid.org/0009-0001-1268-9613","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084518207"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6897,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84716077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"117698","last_page":"117713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal Medicine"},"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/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal 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/T11738","display_name":"Ultrasound in Clinical Applications","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9603000283241272,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pulmonary-embolism","display_name":"Pulmonary embolism","score":0.8191827535629272},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7856839299201965},{"id":"https://openalex.org/keywords/deep-vein","display_name":"Deep vein","score":0.656377375125885},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5456826686859131},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5393789410591125},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5268479585647583},{"id":"https://openalex.org/keywords/thrombosis","display_name":"Thrombosis","score":0.45378798246383667},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4400222599506378},{"id":"https://openalex.org/keywords/pulmonary-angiography","display_name":"Pulmonary angiography","score":0.42323964834213257},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.34401634335517883},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.27362799644470215},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23488345742225647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22637537121772766},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12040847539901733}],"concepts":[{"id":"https://openalex.org/C2776265017","wikidata":"https://www.wikidata.org/wiki/Q220570","display_name":"Pulmonary embolism","level":2,"score":0.8191827535629272},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7856839299201965},{"id":"https://openalex.org/C2778959117","wikidata":"https://www.wikidata.org/wiki/Q430892","display_name":"Deep vein","level":3,"score":0.656377375125885},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5456826686859131},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5393789410591125},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5268479585647583},{"id":"https://openalex.org/C2780868729","wikidata":"https://www.wikidata.org/wiki/Q261327","display_name":"Thrombosis","level":2,"score":0.45378798246383667},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4400222599506378},{"id":"https://openalex.org/C2780149156","wikidata":"https://www.wikidata.org/wiki/Q7259519","display_name":"Pulmonary angiography","level":3,"score":0.42323964834213257},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.34401634335517883},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.27362799644470215},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23488345742225647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22637537121772766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12040847539901733}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3319558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319558","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:538804fe07fd4ac6b3c9a114a3799d79","is_oa":true,"landing_page_url":"https://doaj.org/article/538804fe07fd4ac6b3c9a114a3799d79","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,"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 Access, Vol 11, Pp 117698-117713 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3319558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319558","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G4294809074","display_name":null,"funder_award_id":"RSPD2023R890","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387042205.pdf","grobid_xml":"https://content.openalex.org/works/W4387042205.grobid-xml"},"referenced_works_count":115,"referenced_works":["https://openalex.org/W872661869","https://openalex.org/W1630964756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1964965599","https://openalex.org/W1971335110","https://openalex.org/W1977177161","https://openalex.org/W2001690563","https://openalex.org/W2025432719","https://openalex.org/W2085370032","https://openalex.org/W2112295276","https://openalex.org/W2123498585","https://openalex.org/W2155632266","https://openalex.org/W2346062110","https://openalex.org/W2464708700","https://openalex.org/W2584530055","https://openalex.org/W2766353760","https://openalex.org/W2778489784","https://openalex.org/W2790914505","https://openalex.org/W2794380748","https://openalex.org/W2801148351","https://openalex.org/W2884008556","https://openalex.org/W2884436604","https://openalex.org/W2889846360","https://openalex.org/W2891287213","https://openalex.org/W2912363472","https://openalex.org/W2917761629","https://openalex.org/W2928133111","https://openalex.org/W2936820076","https://openalex.org/W2942026628","https://openalex.org/W2953136889","https://openalex.org/W2954494473","https://openalex.org/W2962914239","https://openalex.org/W2967412240","https://openalex.org/W2978331427","https://openalex.org/W2979297453","https://openalex.org/W2979330960","https://openalex.org/W2980068475","https://openalex.org/W2996290406","https://openalex.org/W2996589582","https://openalex.org/W2998755364","https://openalex.org/W2999603322","https://openalex.org/W3000861894","https://openalex.org/W3001038816","https://openalex.org/W3006620460","https://openalex.org/W3012867892","https://openalex.org/W3014725478","https://openalex.org/W3015461837","https://openalex.org/W3016794870","https://openalex.org/W3017124702","https://openalex.org/W3017157669","https://openalex.org/W3018185338","https://openalex.org/W3030896009","https://openalex.org/W3042239862","https://openalex.org/W3082494071","https://openalex.org/W3084552665","https://openalex.org/W3089650410","https://openalex.org/W3091787675","https://openalex.org/W3093455605","https://openalex.org/W3096947210","https://openalex.org/W3102469298","https://openalex.org/W3104810384","https://openalex.org/W3107214201","https://openalex.org/W3108672867","https://openalex.org/W3111857857","https://openalex.org/W3112786508","https://openalex.org/W3120559956","https://openalex.org/W3123661268","https://openalex.org/W3123921685","https://openalex.org/W3126768386","https://openalex.org/W3127645118","https://openalex.org/W3130362871","https://openalex.org/W3130661843","https://openalex.org/W3143273750","https://openalex.org/W3146093641","https://openalex.org/W3148004426","https://openalex.org/W3148729856","https://openalex.org/W3155913577","https://openalex.org/W3157651210","https://openalex.org/W3158672917","https://openalex.org/W3163134230","https://openalex.org/W3164400994","https://openalex.org/W3167096045","https://openalex.org/W3167877233","https://openalex.org/W3173250112","https://openalex.org/W3173728300","https://openalex.org/W3176259774","https://openalex.org/W3183172222","https://openalex.org/W3184038679","https://openalex.org/W3185955246","https://openalex.org/W3187270886","https://openalex.org/W3188329623","https://openalex.org/W3192785769","https://openalex.org/W3193244333","https://openalex.org/W3197286338","https://openalex.org/W3199733685","https://openalex.org/W3214181249","https://openalex.org/W3215969524","https://openalex.org/W4200135389","https://openalex.org/W4200601214","https://openalex.org/W4206757691","https://openalex.org/W4220661517","https://openalex.org/W4232798703","https://openalex.org/W4255873166","https://openalex.org/W4288712241","https://openalex.org/W4308916290","https://openalex.org/W4362577737","https://openalex.org/W4380683392","https://openalex.org/W4385486483","https://openalex.org/W4394601649","https://openalex.org/W6753182481","https://openalex.org/W6753988408","https://openalex.org/W6774872334","https://openalex.org/W6788915843","https://openalex.org/W6850958258"],"related_works":["https://openalex.org/W2171652010","https://openalex.org/W2410487325","https://openalex.org/W2083469408","https://openalex.org/W2076023803","https://openalex.org/W4388598541","https://openalex.org/W2190358473","https://openalex.org/W1998982063","https://openalex.org/W2001030107","https://openalex.org/W2416657662","https://openalex.org/W2114799863"],"abstract_inverted_index":{"Pulmonary":[0,90],"Embolism":[1],"(PE)":[2],"occurs":[3,31],"when":[4],"blood":[5],"clots":[6],"travel":[7],"to":[8,33,38,112,140,203],"the":[9,15,20,44,47,62,74,94,124,128,141,205,237],"lungs":[10,118],"from":[11],"different":[12],"parts":[13],"of":[14,61,65,104,127,132,143,185,240,246],"body.":[16],"It":[17,30,223],"is":[18,121,224],"amongst":[19],"most":[21],"lethal":[22],"cardio-respiratory":[23],"diseases":[24],"after":[25],"stroke":[26],"and":[27,108,116,147,171,209,220,230],"heart":[28],"attack.":[29],"due":[32,37,139],"injury":[34],"or":[35],"inactivity":[36],"Deep":[39,148],"Vein":[40,56],"Thrombosis":[41],"(DVT).":[42],"Over":[43],"last":[45],"decade,":[46],"PE":[48,190],"mortality":[49,66],"rate":[50],"has":[51,58,81,136],"increased":[52],"by":[53,191,196,211,233],"23%.":[54],"Moreover,":[55],"Thromboembolism":[57],"been":[59],"one":[60],"leading":[63],"causes":[64],"among":[67],"hospitalized":[68],"COVID-19":[69],"patients.":[70],"As":[71],"a":[72,182,213,225],"result,":[73],"necessity":[75],"for":[76,99,123,157,228],"early":[77,125],"pulmonary":[78,101],"embolism":[79,102],"identification":[80,126],"immense":[82],"significance":[83],"in":[84,169,188],"saving":[85],"human":[86],"lives.":[87],"Computed":[88],"Tomography":[89],"Angiograms":[91],"(CTPA)":[92],"are":[93],"optimal":[95],"medical":[96,133,192,231,247],"imaging":[97,134],"technique":[98],"diagnosing":[100],"because":[103],"their":[105],"superior":[106],"sensitivity":[107],"specificity.":[109],"The":[110,130],"ability":[111],"distinguish":[113],"between":[114,207],"malignant":[115],"benign":[117],"using":[119],"CTPA":[120],"critical":[122],"disease.":[129],"field":[131],"analysis":[135],"significantly":[137],"advanced":[138,241],"use":[142],"Machine":[144],"Learning":[145,149],"(ML)":[146],"(DL)":[150],"techniques,":[151],"notably":[152],"Convolutional":[153],"Neural":[154],"Networks":[155],"(CNN),":[156],"automated":[158],"disease":[159],"detection.":[160],"These":[161],"Computer-Aided":[162],"Diagnosis":[163],"(CAD)":[164],"systems":[165],"assist":[166],"healthcare":[167],"workers":[168],"rapid":[170],"knowledgeable":[172],"decision-making,":[173],"improving":[174],"patient":[175],"outcomes":[176],"globally.":[177],"This":[178,200],"review":[179],"paper":[180],"offers":[181],"systematic":[183],"study":[184,201],"current":[186],"improvements":[187],"identifying":[189],"image":[193,248],"processing,":[194],"motivated":[195],"an":[197],"extensive":[198],"overview.":[199],"attempts":[202],"bridge":[204],"gap":[206],"research":[208],"practice":[210],"providing":[212,234],"broad":[214],"framework":[215],"that":[216],"covers":[217],"both":[218],"baseline":[219],"state-of-the-art":[221],"approaches.":[222],"valuable":[226],"resource":[227],"researchers":[229],"practitioners":[232],"insights":[235],"into":[236],"effective":[238],"utilization":[239],"techniques":[242],"at":[243],"each":[244],"stage":[245],"analysis.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}