{"id":"https://openalex.org/W4312956079","doi":"https://doi.org/10.1145/3545729.3545753","title":"The development and implementation of deep learning assisted interoperable retinal image structured report module in PACS","display_name":"The development and implementation of deep learning assisted interoperable retinal image structured report module in PACS","publication_year":2022,"publication_date":"2022-05-13","ids":{"openalex":"https://openalex.org/W4312956079","doi":"https://doi.org/10.1145/3545729.3545753"},"language":"en","primary_location":{"id":"doi:10.1145/3545729.3545753","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3545729.3545753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Medical and Health Informatics","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/A5100364776","display_name":"Jin Li","orcid":"https://orcid.org/0000-0002-0497-6727"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Li","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075678675","display_name":"Jiahui Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Shao","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083527205","display_name":"Junyi Wu","orcid":"https://orcid.org/0000-0002-2509-1223"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyi Wu","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024708648","display_name":"Jinxia Fang","orcid":"https://orcid.org/0009-0009-5784-7708"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxia Fang","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101834112","display_name":"Tongtong Zhou","orcid":"https://orcid.org/0000-0002-8205-3653"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongtong Zhou","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018794755","display_name":"Huiqun Wu","orcid":"https://orcid.org/0000-0001-5837-6199"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiqun Wu","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100364776"],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2527877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9997000098228455,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9997000098228455,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9943000078201294,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/interoperability","display_name":"Interoperability","score":0.8336238861083984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7583547234535217},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7321286201477051},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6361079216003418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4270263612270355},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4214381277561188},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23429131507873535},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1756305694580078},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17533263564109802},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.11198464035987854}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.8336238861083984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7583547234535217},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7321286201477051},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6361079216003418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4270263612270355},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4214381277561188},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23429131507873535},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1756305694580078},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17533263564109802},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.11198464035987854}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3545729.3545753","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3545729.3545753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G4195525360","display_name":null,"funder_award_id":"No.MS12020037","funder_id":"https://openalex.org/F4320336619","funder_display_name":"Science and Technology Project of Nantong City"}],"funders":[{"id":"https://openalex.org/F4320336619","display_name":"Science and Technology Project of Nantong City","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1986451929","https://openalex.org/W2047846130","https://openalex.org/W2067771690","https://openalex.org/W2075842387","https://openalex.org/W2097117768","https://openalex.org/W2165748167","https://openalex.org/W2521060255","https://openalex.org/W2549000336","https://openalex.org/W2607959396","https://openalex.org/W2934005455","https://openalex.org/W2971699956","https://openalex.org/W3014716957"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W4312626803","https://openalex.org/W2123131699","https://openalex.org/W650116260","https://openalex.org/W2378329187","https://openalex.org/W4390790060","https://openalex.org/W2134191509","https://openalex.org/W3209454962","https://openalex.org/W79697243","https://openalex.org/W2314257840"],"abstract_inverted_index":{"With":[0],"the":[1,14,22,29,68,93,101,116,147],"increasing":[2],"incidence":[3],"of":[4,18,31,55,103],"retinal":[5,32,79],"fundus":[6,19],"disease,":[7],"more":[8],"attention":[9],"has":[10],"been":[11],"paid":[12],"to":[13,76],"screening":[15],"and":[16,25,67,87,100,121,125,146,154],"prevention":[17],"diseases.":[20],"However,":[21],"low":[23],"efficiency":[24],"interoperability":[26],"issues":[27],"hinder":[28],"application":[30],"disease":[33],"reporting.":[34],"In":[35,134],"this":[36],"study,":[37],"we":[38],"developed":[39,137],"an":[40],"intelligent":[41],"classification":[42,57,97],"module":[43,73,141],"for":[44,63,163],"retina":[45],"based":[46],"on":[47],"inception":[48],"V3":[49],"pre-trained":[50],"model.":[51],"The":[52,90,112],"top":[53],"rank":[54],"eight":[56],"scores":[58],"was":[59,74,118],"output":[60],"as":[61],"recommendation":[62],"image":[64],"reader":[65],"reviewing,":[66],"other":[69,128],"structured":[70],"report":[71],"(SR)":[72],"designed":[75],"generate":[77],"FHIR-compliant":[78],"diagnostic":[80],"SRs":[81,140,149],"by":[82],"customizing":[83],"existing":[84],"FHIR":[85,110],"DiagnosticReport":[86],"Observation":[88],"resources.":[89],"results":[91,113],"demonstrated":[92],"artificial":[94],"intelligence":[95],"(AI)":[96],"pop-up":[98],"window":[99],"validation":[102],"produced":[104,148],"SR":[105,117],"via":[106],"a":[107,159],"public":[108],"HAPI":[109],"server.":[111],"suggested":[114],"that":[115],"easily":[119,152],"shared":[120,153],"could":[122,150],"be":[123,151],"accurately":[124],"integrated":[126],"with":[127],"hospitals":[129],"or":[130],"clinical":[131,143],"research":[132],"institutions.":[133],"summary,":[135],"our":[136],"AI":[138],"assisted":[139],"is":[142],"workflow":[144],"friendly,":[145],"integrated,":[155],"which":[156],"can":[157],"provide":[158],"meaningful":[160],"use":[161],"way":[162],"further":[164],"analytic":[165],"research.":[166]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}