{"id":"https://openalex.org/W7106524909","doi":"https://doi.org/10.5281/zenodo.17688999","title":"SUGAR - Surgical sUturing GrAdeR","display_name":"SUGAR - Surgical sUturing GrAdeR","publication_year":2025,"publication_date":"2025-08-28","ids":{"openalex":"https://openalex.org/W7106524909","doi":"https://doi.org/10.5281/zenodo.17688999"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.17688999","doi":"https://doi.org/10.5281/zenodo.17688999","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17688999","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},"volume":null,"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.17688999","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Manso, Laura","orcid":"https://orcid.org/0009-0000-7569-7613","observed_orcids":["https://orcid.org/0009-0000-7569-7613"]},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Manso, Laura","raw_affiliation_strings":["National University of Ireland, Maynooth","Maynooth University"],"raw_orcid":"https://orcid.org/0009-0000-7569-7613","affiliations":[{"raw_affiliation_string":"National University of Ireland, Maynooth","institution_ids":["https://openalex.org/I157286207"]},{"raw_affiliation_string":"Maynooth University","institution_ids":["https://openalex.org/I157286207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157286207"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12906","display_name":"Surgical Sutures and Adhesives","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10254","display_name":"Innovations in Medical Education","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/surgical-suturing","display_name":"surgical suturing","score":0.902999997138977},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.8659999966621399},{"id":"https://openalex.org/keywords/surgical-training","display_name":"surgical training","score":0.5849999785423279},{"id":"https://openalex.org/keywords/objective-evaluation","display_name":"objective assessment","score":0.43799999356269836},{"id":"https://openalex.org/keywords/self-directed-learning","display_name":"self-directed learning","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.397599995136261},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3605000078678131},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.33959999680519104},{"id":"https://openalex.org/C2777327002","wikidata":"https://www.wikidata.org/wiki/Q2865760","display_name":"Fibrous joint","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3334999978542328},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.2903999984264374},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2759999930858612},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.24560000002384186}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.17688999","doi":"https://doi.org/10.5281/zenodo.17688999","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17688999","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dissertation"},{"id":"doi:10.5281/zenodo.17689000","doi":"https://doi.org/10.5281/zenodo.17689000","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17689000","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dissertation"}],"best_oa_location":{"id":"doi:10.5281/zenodo.17688999","doi":"https://doi.org/10.5281/zenodo.17688999","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17688999","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},"sustainable_development_goals":[{"score":0.4156000018119812,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"sustainable_development_goals_aurora":[{"score":0.5696990489959717,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,35],"work":[1],"performed":[2],"in":[3],"this":[4],"Master\u2019s":[5,36],"Thesis":[6,37],"aims":[7],"to":[8,19,92],"deliver":[9],"a":[10,24,39,42,62,67,76],"Proof-of-Concept":[11,40],"for":[12,41,79],"an":[13,85],"objective,":[14],"reproducible,":[15],"and":[16,29,50,66],"cost-effective":[17,51],"method":[18],"evaluate":[20],"surgical":[21],"suturingskills,":[22],"using":[23,98],"robust":[25],"combination":[26],"of":[27,47,64,70],"traditional":[28],"advanced":[30],"Computer":[31],"Vision":[32],"(CV)":[33],"techniques.":[34],"produces":[38],"novel":[43],"CV-based":[44],"tool":[45,87],"capable":[46],"delivering":[48],"objective":[49],"suture":[52,58],"skills":[53],"assessments,":[54],"by":[55],"automaticallyevaluating":[56],"key":[57],"quality":[59],"parameters":[60],"with":[61],"precision":[63],"85.68%":[65],"recall":[68],"factor":[69],"61.75%.":[71],"This":[72],"Thesis\u2019s":[73],"results":[74],"exhibit":[75],"promising":[77],"potential":[78],"the":[80],"SUGAR":[81],"system\u2019s":[82],"use":[83],"as":[84],"educational":[86],"that":[88],"will":[89],"allow":[90],"students":[91],"further":[93],"develop":[94],"basic":[95],"suturing":[96],"proficiency":[97],"self-directed":[99],"learning.":[100]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2025-11-25T00:00:00"}