{"id":"https://openalex.org/W3136759842","doi":"https://doi.org/10.3390/info12040139","title":"A Sentence Classification Framework to Identify Geometric Errors in Radiation Therapy from Relevant Literature","display_name":"A Sentence Classification Framework to Identify Geometric Errors in Radiation Therapy from Relevant Literature","publication_year":2021,"publication_date":"2021-03-24","ids":{"openalex":"https://openalex.org/W3136759842","doi":"https://doi.org/10.3390/info12040139","mag":"3136759842"},"language":"en","primary_location":{"id":"doi:10.3390/info12040139","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040139","pdf_url":"https://www.mdpi.com/2078-2489/12/4/139/pdf?version=1616590571","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/4/139/pdf?version=1616590571","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051637191","display_name":"Tanmay Basu","orcid":"https://orcid.org/0000-0001-9536-8075"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tanmay Basu","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK","Institute of Translational Medicine, University Hospitals Birmingham, Birmingham B15 2TH, UK","MRC Health Data Research UK (HDR UK), Midlands Site, Birmingham B15 2TT, UK","University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK"],"raw_orcid":"https://orcid.org/0000-0001-9536-8075","affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"Institute of Translational Medicine, University Hospitals Birmingham, Birmingham B15 2TH, UK","institution_ids":[]},{"raw_affiliation_string":"MRC Health Data Research UK (HDR UK), Midlands Site, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I4210142469"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034222175","display_name":"Simon Goldsworthy","orcid":"https://orcid.org/0000-0002-1189-9897"},"institutions":[{"id":"https://openalex.org/I4401726752","display_name":"Somerset NHS Foundation Trust","ror":"https://ror.org/00abj3t43","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4401726752"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Goldsworthy","raw_affiliation_strings":["Department of Radiotherapy, Somerset NHS Foundation Trust, Somerset TA1 5DA, UK"],"raw_orcid":"https://orcid.org/0000-0002-1189-9897","affiliations":[{"raw_affiliation_string":"Department of Radiotherapy, Somerset NHS Foundation Trust, Somerset TA1 5DA, UK","institution_ids":["https://openalex.org/I4401726752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089900113","display_name":"Georgios V. Gkoutos","orcid":"https://orcid.org/0000-0002-2061-091X"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210136696","display_name":"NIHR Surgical Reconstruction and Microbiology Research Centre","ror":"https://ror.org/042sjcz88","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210136696"]},{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I4210163415","display_name":"NIHR CRUK Experimental Cancer Medicine Centre","ror":"https://ror.org/05bfg0961","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805","https://openalex.org/I34931013","https://openalex.org/I4210163415","https://openalex.org/I43439940"]},{"id":"https://openalex.org/I4401726752","display_name":"Somerset NHS Foundation Trust","ror":"https://ror.org/00abj3t43","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4401726752"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georgios V. Gkoutos","raw_affiliation_strings":["Department of Radiotherapy, Somerset NHS Foundation Trust, Somerset TA1 5DA, UK","Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK","MRC Health Data Research UK (HDR UK), Midlands Site, Birmingham B15 2TT, UK","NIHR Experimental Cancer Medicine Centre, Birmingham B15 2TT, UK","NIHR Surgical Reconstruction and Microbiology Research Centre, Birmingham B15 2TT, UK","University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK"],"raw_orcid":"https://orcid.org/0000-0002-2061-091X","affiliations":[{"raw_affiliation_string":"Department of Radiotherapy, Somerset NHS Foundation Trust, Somerset TA1 5DA, UK","institution_ids":["https://openalex.org/I4401726752"]},{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"MRC Health Data Research UK (HDR UK), Midlands Site, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I4210142469"]},{"raw_affiliation_string":"NIHR Experimental Cancer Medicine Centre, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I4210163415"]},{"raw_affiliation_string":"NIHR Surgical Reconstruction and Microbiology Research Centre, Birmingham B15 2TT, UK","institution_ids":["https://openalex.org/I4210136696"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK","institution_ids":["https://openalex.org/I1308923049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051637191"],"corresponding_institution_ids":["https://openalex.org/I1308923049","https://openalex.org/I4210142469","https://openalex.org/I79619799"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.3801,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57433386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"4","first_page":"139","last_page":"139"},"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":0.9848999977111816,"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":0.9848999977111816,"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/T10028","display_name":"Topic Modeling","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7533429861068726},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6600850820541382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.580208957195282},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5665602684020996},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5584417581558228},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5319127440452576},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5236819982528687},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5167471766471863},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45649826526641846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4530215263366699},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42160576581954956},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.13291364908218384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7533429861068726},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6600850820541382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.580208957195282},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5665602684020996},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5584417581558228},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5319127440452576},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5236819982528687},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5167471766471863},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45649826526641846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4530215263366699},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42160576581954956},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.13291364908218384},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/info12040139","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040139","pdf_url":"https://www.mdpi.com/2078-2489/12/4/139/pdf?version=1616590571","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:af1ad90e77394322a28568fcabb4e2c5","is_oa":true,"landing_page_url":"https://doaj.org/article/af1ad90e77394322a28568fcabb4e2c5","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":"Information, Vol 12, Iss 4, p 139 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/4/139/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12040139","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 12; Issue 4; Pages: 139","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/676876cc-4bfd-4065-acd5-87800cfdb8d0","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/676876cc-4bfd-4065-acd5-87800cfdb8d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Basu, T, Goldsworthy, S & Gkoutos, G V 2021, 'A sentence classification framework to identify geometric errors in radiation therapy from relevant literature', Information, vol. 12, no. 4, 139. https://doi.org/10.3390/info12040139","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/676876cc-4bfd-4065-acd5-87800cfdb8d0","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/portal/en/publications/a-sentence-classification-framework-to-identify-geometric-errors-in-radiation-therapy-from-relevant-literature(676876cc-4bfd-4065-acd5-87800cfdb8d0).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.3390/info12040139","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040139","pdf_url":"https://www.mdpi.com/2078-2489/12/4/139/pdf?version=1616590571","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6036059206","display_name":null,"funder_award_id":"731032","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7212143077","display_name":null,"funder_award_id":"HDRUK/CFC/01","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G7414939125","display_name":null,"funder_award_id":"HDRUK/CFC/01","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G8585535233","display_name":null,"funder_award_id":"HDRUK/CFC/01","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320328041","display_name":"Surgical Reconstruction and Microbiology Research Centre","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320333939","display_name":"Imperial Experimental Cancer Medicine Centre","ror":null},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320336705","display_name":"Birmingham Biomedical Research Centre","ror":"https://ror.org/05ccjmp23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136759842.pdf","grobid_xml":"https://content.openalex.org/works/W3136759842.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1034374084","https://openalex.org/W1532325895","https://openalex.org/W1597386173","https://openalex.org/W1629765770","https://openalex.org/W1949819223","https://openalex.org/W1967308810","https://openalex.org/W2008638605","https://openalex.org/W2103013436","https://openalex.org/W2109943925","https://openalex.org/W2114039834","https://openalex.org/W2120084270","https://openalex.org/W2122062060","https://openalex.org/W2138482836","https://openalex.org/W2149684865","https://openalex.org/W2160987310","https://openalex.org/W2279354358","https://openalex.org/W2466116446","https://openalex.org/W2512963549","https://openalex.org/W2600107025","https://openalex.org/W2611929813","https://openalex.org/W2621403187","https://openalex.org/W2624380710","https://openalex.org/W2740966010","https://openalex.org/W2741216199","https://openalex.org/W2768488789","https://openalex.org/W2786205708","https://openalex.org/W2888785621","https://openalex.org/W2894964113","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W2952966142","https://openalex.org/W2972751837","https://openalex.org/W2982597005","https://openalex.org/W3014938739","https://openalex.org/W3022240387","https://openalex.org/W3072530867","https://openalex.org/W4213009331"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2375873920","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W2146114872","https://openalex.org/W2392060890","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242"],"abstract_inverted_index":{"The":[0,57,125,219,237],"objective":[1],"of":[2,44,59,68,81,84,117,120,135,209,212,228,254],"systematic":[3,46,70],"reviews":[4,29,74],"is":[5,53,62,100,164,244],"to":[6,25,63,171,198,246],"address":[7],"a":[8,16,108,132,139,146,154],"research":[9],"question":[10],"by":[11,75,111,138,149],"summarizing":[12,76],"relevant":[13,87,123,151,180],"studies":[14],"following":[15,131],"detailed,":[17],"comprehensive,":[18],"and":[19,22,36,52,55,92,206,216,226,235],"transparent":[20],"plan":[21],"search":[23],"protocol":[24],"reduce":[26],"bias.":[27],"Systematic":[28],"are":[30,127],"very":[31],"useful":[32],"in":[33,102,196],"the":[34,40,45,66,77,143,173,185,201,204,224,229,242],"biomedical":[35],"healthcare":[37],"domain;":[38],"however,":[39],"data":[41,79,253],"extraction":[42],"phase":[43],"review":[47],"process":[48,67],"necessitates":[49],"substantive":[50],"expertise":[51],"labour-intensive":[54],"time-consuming.":[56],"aim":[58],"this":[60,103,168],"work":[61],"partially":[64],"automate":[65],"building":[69],"radiotherapy":[71,85,121,197],"treatment":[72],"literature":[73,88],"required":[78,252],"elements":[80],"geometric":[82,118,181,194,255],"errors":[83,119,195,213],"from":[86,122,129,175],"using":[89,153],"machine":[90,161],"learning":[91],"natural":[93],"language":[94],"processing":[95],"(NLP)":[96],"approaches.":[97],"A":[98,158],"framework":[99,231,243],"developed":[101],"study":[104],"that":[105,223,241],"initially":[106],"builds":[107],"training":[109,147,169],"corpus":[110,148,170],"extracting":[112,150],"sentences":[113,152,174,202,250],"containing":[114,193,251],"different":[115,210],"types":[116,211],"publications.":[124],"publications":[126,177,192],"retrieved":[128],"PubMed":[130],"given":[133],"set":[134],"rules":[136],"defined":[137],"domain":[140],"expert.":[141],"Subsequently,":[142],"method":[144],"develops":[145],"sentence":[155],"similarity":[156],"measure.":[157],"support":[159],"vector":[160],"(SVM)":[162],"classifier":[163],"then":[165],"trained":[166],"on":[167],"extract":[172,200,247],"new":[176],"which":[178],"contain":[179],"errors.":[182,256],"To":[183],"demonstrate":[184],"proposed":[186,230],"approach,":[187],"we":[188],"have":[189],"used":[190],"60":[191],"automatically":[199],"stating":[203],"mean":[205],"standard":[207],"deviation":[208],"between":[214],"planned":[215],"executed":[217],"radiotherapy.":[218],"experimental":[220],"results":[221,238],"show":[222,240],"recall":[225],"precision":[227],"are,":[232],"respectively,":[233],"97%":[234],"72%.":[236],"clearly":[239],"able":[245],"almost":[248],"all":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2021-03-29T00:00:00"}
