{"id":"https://openalex.org/W3046938379","doi":"https://doi.org/10.23919/ilrn47897.2020.9155164","title":"SterileAR: Exploration of Augmented Reality and Computer Vision Approaches for Real-Time Feedback in Sterile Compounding Training","display_name":"SterileAR: Exploration of Augmented Reality and Computer Vision Approaches for Real-Time Feedback in Sterile Compounding Training","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046938379","doi":"https://doi.org/10.23919/ilrn47897.2020.9155164","mag":"3046938379"},"language":"en","primary_location":{"id":"doi:10.23919/ilrn47897.2020.9155164","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ilrn47897.2020.9155164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 6th International Conference of the Immersive Learning Research Network (iLRN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5082720207","display_name":"Dmitriy Babichenko","orcid":"https://orcid.org/0000-0003-1187-6684"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitriy Babichenko","raw_affiliation_strings":["School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082154330","display_name":"Ravi M. Patel","orcid":"https://orcid.org/0000-0002-7444-5550"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Patel","raw_affiliation_strings":["School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002454361","display_name":"Victoria Grieve","orcid":"https://orcid.org/0000-0002-3913-2380"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victoria Grieve","raw_affiliation_strings":["School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015896143","display_name":"Pat Healy","orcid":"https://orcid.org/0000-0002-8167-2671"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Healy","raw_affiliation_strings":["School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021707257","display_name":"Stephen P. Canton","orcid":"https://orcid.org/0000-0002-9928-575X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Canton","raw_affiliation_strings":["School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005148534","display_name":"Eliza B. Littleton","orcid":"https://orcid.org/0000-0003-2772-1548"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eliza Beth Littleton","raw_affiliation_strings":["School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073264828","display_name":"Nicole Donnellan","orcid":"https://orcid.org/0000-0001-9872-0249"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicole Donnellan","raw_affiliation_strings":["School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062543402","display_name":"Edward Andrews","orcid":"https://orcid.org/0000-0001-9781-8041"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Andrews","raw_affiliation_strings":["Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8544,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88719343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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":0.9745000004768372,"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/compounding","display_name":"Compounding","score":0.8492221236228943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7597789764404297},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.633245050907135},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6264094114303589},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5601038932800293},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4110540747642517},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37016937136650085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09421882033348083},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08899369835853577}],"concepts":[{"id":"https://openalex.org/C207673951","wikidata":"https://www.wikidata.org/wiki/Q1303150","display_name":"Compounding","level":2,"score":0.8492221236228943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7597789764404297},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.633245050907135},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6264094114303589},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5601038932800293},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4110540747642517},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37016937136650085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09421882033348083},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08899369835853577},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ilrn47897.2020.9155164","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ilrn47897.2020.9155164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 6th International Conference of the Immersive Learning Research Network (iLRN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1474912169","https://openalex.org/W1968040154","https://openalex.org/W1978515289","https://openalex.org/W1989276949","https://openalex.org/W1991635648","https://openalex.org/W1999840716","https://openalex.org/W2037511607","https://openalex.org/W2085487772","https://openalex.org/W2087301590","https://openalex.org/W2140036067","https://openalex.org/W2146778625","https://openalex.org/W2191781635","https://openalex.org/W2200528286","https://openalex.org/W2297949645","https://openalex.org/W2312831072","https://openalex.org/W2461635215","https://openalex.org/W2541572939","https://openalex.org/W2583078593","https://openalex.org/W2612445135","https://openalex.org/W2613718673","https://openalex.org/W2727514000","https://openalex.org/W2736383066","https://openalex.org/W2760207603","https://openalex.org/W2780799698","https://openalex.org/W2797514659","https://openalex.org/W2809105945","https://openalex.org/W2883363148","https://openalex.org/W2939598945","https://openalex.org/W2953254790","https://openalex.org/W2962737616","https://openalex.org/W2963878474","https://openalex.org/W2965289829","https://openalex.org/W2989506212","https://openalex.org/W3206842127","https://openalex.org/W4297775537","https://openalex.org/W6620707391","https://openalex.org/W6737664043","https://openalex.org/W6764721406"],"related_works":["https://openalex.org/W2466239135","https://openalex.org/W1946517836","https://openalex.org/W4387516256","https://openalex.org/W2470346308","https://openalex.org/W94067344","https://openalex.org/W2318629946","https://openalex.org/W2373715911","https://openalex.org/W2439684457","https://openalex.org/W25146659","https://openalex.org/W2386775771"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"preliminary":[3],"work":[4],"on":[5],"the":[6,31,68],"development":[7],"of":[8,70,101],"SterileAR,":[9],"a":[10],"software":[11],"platform":[12],"for":[13,57,107],"providing":[14],"real-time":[15,77],"feedback":[16,35,78],"to":[17,36,53,92],"pharmacy":[18],"students":[19],"during":[20],"training":[21,75],"in":[22,51,59,95],"sterile":[23,72],"pharmaceutical":[24],"compounding":[25,73],"procedures.":[26,62],"Simulation":[27],"pedagogy":[28],"requires":[29],"that":[30],"learner":[32],"receive":[33],"immediate":[34],"recognize":[37],"procedural":[38],"errors":[39],"and":[40,45,84,103,105,113],"internalize":[41],"learning":[42],"objectives.":[43],"Instructors":[44],"task":[46],"trainers":[47],"are":[48],"often":[49],"utilized":[50],"tandem":[52],"allow":[54],"deliberate":[55],"practice":[56],"novices":[58],"specialized":[60],"clinical":[61],"In":[63],"this":[64],"work,":[65],"we":[66],"explore":[67],"possibility":[69],"augmenting":[71],"procedure":[74],"with":[76],"using":[79],"augmented":[80],"reality,":[81],"machine":[82],"learning,":[83],"computer":[85],"vision":[86],"technologies.":[87],"We":[88],"present":[89],"our":[90],"approaches":[91],"developing":[93],"SterileAR":[94],"four":[96],"iterations,":[97],"including":[98],"specific":[99],"descriptions":[100],"successes":[102],"failures,":[104],"methodologies":[106],"capturing":[108],"object":[109],"spatial":[110],"position,":[111],"overlapping,":[112],"occlusion.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
