{"id":"https://openalex.org/W4386986294","doi":"https://doi.org/10.1177/14604582231203763","title":"Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre","display_name":"Natural language processing in narrative breast radiology reporting in University Malaya Medical Centre","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386986294","doi":"https://doi.org/10.1177/14604582231203763","pmid":"https://pubmed.ncbi.nlm.nih.gov/37740904"},"language":"en","primary_location":{"id":"doi:10.1177/14604582231203763","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582231203763","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/14604582231203763","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057658475","display_name":"Wee Ming Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wee Ming Tan","raw_affiliation_strings":["Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056646841","display_name":"Wei Lin Ng","orcid":"https://orcid.org/0000-0003-1589-9824"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wei Lin Ng","raw_affiliation_strings":["Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036241261","display_name":"Mogana Darshini Ganggayah","orcid":"https://orcid.org/0000-0003-4514-5062"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mogana Darshini Ganggayah","raw_affiliation_strings":["Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070503471","display_name":"Victor Chee Wai Hoe","orcid":"https://orcid.org/0000-0002-8073-157X"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Victor Chee Wai Hoe","raw_affiliation_strings":["Department of Social and Preventive Medicine, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social and Preventive Medicine, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091365088","display_name":"Kartini Rahmat","orcid":"https://orcid.org/0000-0001-8513-9076"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kartini Rahmat","raw_affiliation_strings":["Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047350886","display_name":"Hana Salwani Mohd Zaini","orcid":"https://orcid.org/0009-0004-0653-1467"},"institutions":[{"id":"https://openalex.org/I1296788130","display_name":"University Malaya Medical Centre","ror":"https://ror.org/00vkrxq08","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I1296788130"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hana Salwani Zaini","raw_affiliation_strings":["Department of Information Technology, University of Malaya Medical Centre, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Malaya Medical Centre, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I1296788130","https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087872892","display_name":"Nur Aishah Mohd Taib","orcid":"https://orcid.org/0000-0001-8419-0478"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nur Aishah Mohd Taib","raw_affiliation_strings":["Department of Surgery, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009916794","display_name":"Sarinder Kaur Dhillon","orcid":"https://orcid.org/0000-0003-1922-2044"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Sarinder Kaur Dhillon","raw_affiliation_strings":["Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1922-2044","affiliations":[{"raw_affiliation_string":"Data Science and Bioinformatics Laboratory, Institute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009916794"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":1.3158,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81245365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"3","first_page":"14604582231203763","last_page":"14604582231203763"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education","score":0.9983999729156494,"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/T11894","display_name":"Radiology practices and education","score":0.9983999729156494,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9904999732971191,"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/audit","display_name":"Audit","score":0.6758013963699341},{"id":"https://openalex.org/keywords/breast-imaging","display_name":"Breast imaging","score":0.6072347164154053},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5811317563056946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5678492784500122},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5583248734474182},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5224253535270691},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4999873638153076},{"id":"https://openalex.org/keywords/text-messaging","display_name":"Text messaging","score":0.45176059007644653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42243972420692444},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3693264126777649},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22447022795677185},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.19187211990356445},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.14087551832199097},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11960861086845398},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10168498754501343}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6758013963699341},{"id":"https://openalex.org/C2777432617","wikidata":"https://www.wikidata.org/wiki/Q22905905","display_name":"Breast imaging","level":5,"score":0.6072347164154053},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5811317563056946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5678492784500122},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5583248734474182},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5224253535270691},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4999873638153076},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.45176059007644653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42243972420692444},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3693264126777649},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22447022795677185},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.19187211990356445},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.14087551832199097},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11960861086845398},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10168498754501343},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"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":"D008296","descriptor_name":"Malaysia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008296","descriptor_name":"Malaysia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008296","descriptor_name":"Malaysia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014495","descriptor_name":"Universities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014495","descriptor_name":"Universities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014495","descriptor_name":"Universities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1177/14604582231203763","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582231203763","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:37740904","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37740904","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":"Health informatics journal","raw_type":null},{"id":"pmh:oai:doaj.org/article:7e9a7f3bbdeb442aafef5a0e99ac1284","is_oa":true,"landing_page_url":"https://doaj.org/article/7e9a7f3bbdeb442aafef5a0e99ac1284","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":"Health Informatics Journal, Vol 29 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/14604582231203763","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582231203763","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.9200000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1966743541","https://openalex.org/W1970984602","https://openalex.org/W1976610063","https://openalex.org/W1984280085","https://openalex.org/W2111984384","https://openalex.org/W2137983211","https://openalex.org/W2139436361","https://openalex.org/W2481243666","https://openalex.org/W2567289819","https://openalex.org/W2567326027","https://openalex.org/W2582743722","https://openalex.org/W2619770042","https://openalex.org/W2761304371","https://openalex.org/W2768488789","https://openalex.org/W2912892828","https://openalex.org/W2926850261","https://openalex.org/W2927032858","https://openalex.org/W2957898907","https://openalex.org/W2976259715","https://openalex.org/W3042528607","https://openalex.org/W3084370283","https://openalex.org/W3091174347","https://openalex.org/W3117383848","https://openalex.org/W3124590480","https://openalex.org/W3133087578","https://openalex.org/W3207052280","https://openalex.org/W3211108032","https://openalex.org/W4251344181","https://openalex.org/W4294214983"],"related_works":["https://openalex.org/W2348886128","https://openalex.org/W2388067091","https://openalex.org/W2367656648","https://openalex.org/W2350200549","https://openalex.org/W2362132076","https://openalex.org/W2336574202","https://openalex.org/W2965396777","https://openalex.org/W2389168924","https://openalex.org/W2067294484","https://openalex.org/W2170000670"],"abstract_inverted_index":{"Radiology":[0],"reporting":[1],"is":[2],"narrative,":[3],"and":[4,48,96,101],"its":[5],"content":[6],"depends":[7],"on":[8,25,127],"the":[9,14,78,84,106,113,118,121,131,141,155],"clinician's":[10],"ability":[11],"to":[12,42,54,88,111],"interpret":[13],"images":[15],"accurately.":[16],"A":[17],"tertiary":[18],"hospital,":[19],"such":[20],"as":[21,29],"anonymous":[22,79],"institute,":[23],"focuses":[24],"writing":[26],"reports":[27,38,59,76],"narratively":[28],"part":[30],"of":[31,120,134,143,157],"training":[32,100],"for":[33,45,116],"medical":[34,149],"personnel.":[35],"Nevertheless,":[36],"free-text":[37],"make":[39],"it":[40,152],"inconvenient":[41],"extract":[43],"information":[44,108],"clinical":[46],"audits":[47],"data":[49,86,160],"mining.":[50],"Therefore,":[51],"we":[52],"aim":[53],"convert":[55],"unstructured":[56],"breast":[57,74],"radiology":[58,75],"into":[60],"structured":[61,107,159],"formats":[62],"using":[63],"natural":[64],"language":[65],"processing":[66],"(NLP)":[67],"algorithm.":[68],"This":[69],"study":[70,137],"used":[71,110],"327":[72],"de-identified":[73],"from":[77],"institute.":[80],"The":[81,124],"radiologist":[82],"identified":[83],"significant":[85,163],"elements":[87],"be":[89],"extracted.":[90],"Our":[91,136],"NLP":[92],"algorithm":[93],"achieved":[94],"97%":[95],"94.9%":[97],"accuracy":[98,133],"in":[99,161],"testing":[102],"data,":[103],"respectively.":[104],"Henceforth,":[105],"was":[109],"build":[112],"predictive":[114],"model":[115,125],"predicting":[117],"value":[119],"BIRADS":[122],"category.":[123],"based":[126],"random":[128],"forest":[129],"generated":[130],"highest":[132],"92%.":[135],"not":[138],"only":[139],"fulfilled":[140],"demands":[142],"clinicians":[144],"by":[145],"enhancing":[146],"communication":[147],"between":[148],"personnel,":[150],"but":[151],"also":[153],"demonstrated":[154],"usefulness":[156],"mineable":[158],"yielding":[162],"insights.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
