{"id":"https://openalex.org/W3030790048","doi":"https://doi.org/10.1109/jbhi.2020.2991043","title":"AI in Medical Imaging Informatics: Current Challenges and Future Directions","display_name":"AI in Medical Imaging Informatics: Current Challenges and Future Directions","publication_year":2020,"publication_date":"2020-05-29","ids":{"openalex":"https://openalex.org/W3030790048","doi":"https://doi.org/10.1109/jbhi.2020.2991043","mag":"3030790048","pmid":"https://pubmed.ncbi.nlm.nih.gov/32609615"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.2991043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2991043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9130988/09103969.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9130988/09103969.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018313128","display_name":"Andreas S. Panayides","orcid":"https://orcid.org/0000-0001-9829-7946"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Andreas S. Panayides","raw_affiliation_strings":["Department of Computer Science, University of Cyprus, Nicosia, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005411439","display_name":"Amir A. Amini","orcid":"https://orcid.org/0000-0001-9698-8989"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir Amini","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Louisville, Louisville, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006131395","display_name":"Nenad Filipovi\u0107","orcid":"https://orcid.org/0000-0001-9964-5615"},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nenad D. Filipovic","raw_affiliation_strings":["University of Kragujevac, Kragujevac, Serbia"],"affiliations":[{"raw_affiliation_string":"University of Kragujevac, Kragujevac, Serbia","institution_ids":["https://openalex.org/I14245010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079763100","display_name":"Ashish Sharma","orcid":"https://orcid.org/0000-0002-1011-6504"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashish Sharma","raw_affiliation_strings":["Emory University Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Emory University Atlanta, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054437456","display_name":"Sotirios A. Tsaftaris","orcid":"https://orcid.org/0000-0002-8795-9294"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sotirios A. Tsaftaris","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, U.K","The Alan Turing Institute, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, U.K","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"The Alan Turing Institute, U.K","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050027169","display_name":"Alistair A. Young","orcid":"https://orcid.org/0000-0001-5702-4220"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Alistair Young","raw_affiliation_strings":["Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089373018","display_name":"David J. Foran","orcid":"https://orcid.org/0000-0002-0090-0055"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Foran","raw_affiliation_strings":["Department of Pathology and Laboratory Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, Piscataway, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, Piscataway, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018592922","display_name":"Nhan Do","orcid":"https://orcid.org/0000-0001-6868-7011"},"institutions":[{"id":"https://openalex.org/I1322918889","display_name":"United States Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98","country_code":"US","type":"government","lineage":["https://openalex.org/I1322918889"]},{"id":"https://openalex.org/I2801671727","display_name":"VA Boston Healthcare System","ror":"https://ror.org/04v00sg98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I2801671727","https://openalex.org/I4210095851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nhan Do","raw_affiliation_strings":["U.S. Department of Veterans Affairs Boston Healthcare System, Boston, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Department of Veterans Affairs Boston Healthcare System, Boston, USA","institution_ids":["https://openalex.org/I1322918889","https://openalex.org/I2801671727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037840674","display_name":"Spyretta Golemati","orcid":"https://orcid.org/0000-0003-3991-7660"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spyretta Golemati","raw_affiliation_strings":["Medical School, National and Kapodistrian University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Medical School, National and Kapodistrian University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037383891","display_name":"Tahsin Kur\u00e7","orcid":"https://orcid.org/0000-0001-9237-4306"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tahsin Kurc","raw_affiliation_strings":["Stony Brook University, Stony Brook, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057366605","display_name":"Kun Huang","orcid":"https://orcid.org/0000-0002-8530-370X"},"institutions":[{"id":"https://openalex.org/I1324682000","display_name":"Regenstrief Institute","ror":"https://ror.org/05f2ywb48","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1324682000"]},{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Huang","raw_affiliation_strings":["School of Medicine, Regenstrief Institute, Indiana University, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Regenstrief Institute, Indiana University, USA","institution_ids":["https://openalex.org/I1324682000","https://openalex.org/I592451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082313849","display_name":"Konstantina S. Nikita","orcid":"https://orcid.org/0000-0001-8255-4354"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantina S. Nikita","raw_affiliation_strings":["Biomedical Simulations and Imaging Lab, School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Biomedical Simulations and Imaging Lab, School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030169870","display_name":"Ben P. Veasey","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben P. Veasey","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Louisville, Louisville, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113661535","display_name":"Michalis Zervakis","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michalis Zervakis","raw_affiliation_strings":["Technical University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072946826","display_name":"Joel Saltz","orcid":"https://orcid.org/0000-0002-3451-2165"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel H. Saltz","raw_affiliation_strings":["Stony Brook University, Stony Brook, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079839426","display_name":"Constantinos S. Pattichis","orcid":null},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]},{"id":"https://openalex.org/I4210091313","display_name":"Citard Services (Cyprus)","ror":"https://ror.org/00jxjq872","country_code":"CY","type":"company","lineage":["https://openalex.org/I4210091313"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Constantinos S. Pattichis","raw_affiliation_strings":["Department of Computer Science of the University of Cyprus, Nicosia, Cyprus","Research Centre on Interactive Media, Smart Systems and Emerging Technologies (RISE CoE), Nicosia, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science of the University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]},{"raw_affiliation_string":"Research Centre on Interactive Media, Smart Systems and Emerging Technologies (RISE CoE), Nicosia, Cyprus","institution_ids":["https://openalex.org/I4210091313"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5018313128"],"corresponding_institution_ids":["https://openalex.org/I34771391"],"apc_list":null,"apc_paid":null,"fwci":24.318,"has_fulltext":true,"cited_by_count":644,"citation_normalized_percentile":{"value":0.9960764,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"7","first_page":"1837","last_page":"1857"},"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":0.9990000128746033,"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":0.9990000128746033,"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/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6681367754936218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250575184822083},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5932319164276123},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5875063538551331},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5676543712615967},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5641399621963501},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5501596927642822},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5363641381263733},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5053752064704895},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5012907981872559},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.46568527817726135},{"id":"https://openalex.org/keywords/translational-research-informatics","display_name":"Translational research informatics","score":0.41119006276130676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3770293593406677},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26548752188682556},{"id":"https://openalex.org/keywords/engineering-informatics","display_name":"Engineering informatics","score":0.21865049004554749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1532571017742157},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12855634093284607},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09845459461212158}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6681367754936218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250575184822083},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5932319164276123},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5875063538551331},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5676543712615967},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5641399621963501},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5501596927642822},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5363641381263733},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5053752064704895},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5012907981872559},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.46568527817726135},{"id":"https://openalex.org/C73851307","wikidata":"https://www.wikidata.org/wiki/Q7834546","display_name":"Translational research informatics","level":5,"score":0.41119006276130676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3770293593406677},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26548752188682556},{"id":"https://openalex.org/C158518442","wikidata":"https://www.wikidata.org/wiki/Q2843902","display_name":"Engineering informatics","level":4,"score":0.21865049004554749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1532571017742157},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12855634093284607},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09845459461212158},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.1109/jbhi.2020.2991043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2991043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9130988/09103969.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32609615","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32609615","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/32197","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/32197","pdf_url":"https://scholarworks.indianapolis.iu.edu/bitstreams/77575f0a-2f7d-4ff9-8b36-5891ddf8b26f/download","source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PMC","raw_type":"Article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11820/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","pdf_url":"https://www.research.ed.ac.uk/en/publications/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":""},{"id":"pmh:oai:europepmc.org:7471959","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8580417","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8580417","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8580417","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Panayides, A S, Amini, A, Filipovic, N, Sharma, A, Tsaftaris, S A, Young, A, Foran, D J, Nhan Do, Golemati, S, Kurc, T, Huang, K, Nikita, K S, Veasey, B P, Zervakis, M, Saltz, J H & Pattichis, C S 2020, 'AI in Medical Imaging Informatics: Current Challenges and Future Directions', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 7, pp. 1837-1857. https://doi.org/10.1109/JBHI.2020.2991043","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:publications/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/3c80b1d2-e937-4f54-a0f0-310e5881cfe5","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Panayides, A S, Amini, A, Filipovic, N, Sharma, A, Tsaftaris, S A, Young, A, Foran, D J, Nhan Do, Golemati, S, Kurc, T, Huang, K, Nikita, K S, Veasey, B P, Zervakis, M, Saltz, J H & Pattichis, C S 2020, 'AI in Medical Imaging Informatics: Current Challenges and Future Directions', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 7, pp. 1837-1857. https://doi.org/10.1109/JBHI.2020.2991043","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:zenodo.org:4580396","is_oa":true,"landing_page_url":"https://doi.org/10.1109/JBHI.2020.2991043","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,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2020.2991043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2991043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9130988/09103969.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8822802767","display_name":null,"funder_award_id":"EP/P022928/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3030790048.pdf","grobid_xml":"https://content.openalex.org/works/W3030790048.grobid-xml"},"referenced_works_count":295,"referenced_works":["https://openalex.org/W56293434","https://openalex.org/W116062262","https://openalex.org/W139985339","https://openalex.org/W1486682777","https://openalex.org/W1503393361","https://openalex.org/W1504644673","https://openalex.org/W1511730791","https://openalex.org/W1521916589","https://openalex.org/W1534251983","https://openalex.org/W1538838686","https://openalex.org/W1556473642","https://openalex.org/W1562347861","https://openalex.org/W1573122968","https://openalex.org/W1641498739","https://openalex.org/W1667869507","https://openalex.org/W1686810756","https://openalex.org/W1687542094","https://openalex.org/W1708683396","https://openalex.org/W1721251433","https://openalex.org/W1794121648","https://openalex.org/W1825675169","https://openalex.org/W1834986685","https://openalex.org/W1849277567","https://openalex.org/W1854566075","https://openalex.org/W1898227994","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1915485278","https://openalex.org/W1964802316","https://openalex.org/W1977653087","https://openalex.org/W1979954835","https://openalex.org/W1988386267","https://openalex.org/W1991548870","https://openalex.org/W2008750507","https://openalex.org/W2009231756","https://openalex.org/W2009494091","https://openalex.org/W2026430219","https://openalex.org/W2034859255","https://openalex.org/W2036163000","https://openalex.org/W2038952578","https://openalex.org/W2041060053","https://openalex.org/W2042822691","https://openalex.org/W2049149540","https://openalex.org/W2050565643","https://openalex.org/W2051765910","https://openalex.org/W2054821087","https://openalex.org/W2058224795","https://openalex.org/W2065139696","https://openalex.org/W2065768018","https://openalex.org/W2069444004","https://openalex.org/W2071151688","https://openalex.org/W2073943895","https://openalex.org/W2076910098","https://openalex.org/W2080058421","https://openalex.org/W2083039650","https://openalex.org/W2084220915","https://openalex.org/W2084298700","https://openalex.org/W2085829794","https://openalex.org/W2091178455","https://openalex.org/W2093099348","https://openalex.org/W2097475056","https://openalex.org/W2099471712","https://openalex.org/W2099676413","https://openalex.org/W2103004421","https://openalex.org/W2103061399","https://openalex.org/W2103331978","https://openalex.org/W2104095591","https://openalex.org/W2105730019","https://openalex.org/W2109225115","https://openalex.org/W2112567075","https://openalex.org/W2114855512","https://openalex.org/W2116628223","https://openalex.org/W2117539524","https://openalex.org/W2117827638","https://openalex.org/W2118094100","https://openalex.org/W2118124820","https://openalex.org/W2119300483","https://openalex.org/W2119848633","https://openalex.org/W2119881944","https://openalex.org/W2122923860","https://openalex.org/W2123045220","https://openalex.org/W2123712309","https://openalex.org/W2124752499","https://openalex.org/W2126470947","https://openalex.org/W2129965454","https://openalex.org/W2131171867","https://openalex.org/W2131241448","https://openalex.org/W2131910503","https://openalex.org/W2134167315","https://openalex.org/W2136114025","https://openalex.org/W2138689750","https://openalex.org/W2138776109","https://openalex.org/W2142332605","https://openalex.org/W2142406320","https://openalex.org/W2146514558","https://openalex.org/W2148234126","https://openalex.org/W2148413289","https://openalex.org/W2150461375","https://openalex.org/W2150676817","https://openalex.org/W2151843995","https://openalex.org/W2154149573","https://openalex.org/W2156238953","https://openalex.org/W2159293185","https://openalex.org/W2161113826","https://openalex.org/W2163255932","https://openalex.org/W2163605009","https://openalex.org/W2170137783","https://openalex.org/W2173930701","https://openalex.org/W2174661749","https://openalex.org/W2184968530","https://openalex.org/W2189046024","https://openalex.org/W2191672666","https://openalex.org/W2202639555","https://openalex.org/W2221588520","https://openalex.org/W2253429366","https://openalex.org/W2256477790","https://openalex.org/W2259710953","https://openalex.org/W2295107390","https://openalex.org/W2295192131","https://openalex.org/W2299879283","https://openalex.org/W2301358467","https://openalex.org/W2302501749","https://openalex.org/W2309968720","https://openalex.org/W2311537973","https://openalex.org/W2311607323","https://openalex.org/W2312404985","https://openalex.org/W2322371438","https://openalex.org/W2326454698","https://openalex.org/W2338526423","https://openalex.org/W2343172899","https://openalex.org/W2344654247","https://openalex.org/W2346062110","https://openalex.org/W2346265746","https://openalex.org/W2395611524","https://openalex.org/W2397757171","https://openalex.org/W2412453619","https://openalex.org/W2464708700","https://openalex.org/W2496318089","https://openalex.org/W2498411827","https://openalex.org/W2504150216","https://openalex.org/W2507680865","https://openalex.org/W2514628397","https://openalex.org/W2517065464","https://openalex.org/W2525157777","https://openalex.org/W2531793696","https://openalex.org/W2533800772","https://openalex.org/W2547658595","https://openalex.org/W2549173848","https://openalex.org/W2550409828","https://openalex.org/W2551285838","https://openalex.org/W2551562422","https://openalex.org/W2553303224","https://openalex.org/W2557229296","https://openalex.org/W2564782580","https://openalex.org/W2575820504","https://openalex.org/W2580596898","https://openalex.org/W2581295769","https://openalex.org/W2590118603","https://openalex.org/W2592929672","https://openalex.org/W2611902073","https://openalex.org/W2622279389","https://openalex.org/W2626997132","https://openalex.org/W2657631929","https://openalex.org/W2734369741","https://openalex.org/W2743501370","https://openalex.org/W2745006834","https://openalex.org/W2746549795","https://openalex.org/W2748496134","https://openalex.org/W2751538714","https://openalex.org/W2757281736","https://openalex.org/W2759138913","https://openalex.org/W2759965110","https://openalex.org/W2760946358","https://openalex.org/W2761668583","https://openalex.org/W2761786032","https://openalex.org/W2763355946","https://openalex.org/W2764024122","https://openalex.org/W2764063958","https://openalex.org/W2765285264","https://openalex.org/W2765774350","https://openalex.org/W2766131660","https://openalex.org/W2766877747","https://openalex.org/W2767330859","https://openalex.org/W2776644384","https://openalex.org/W2778796877","https://openalex.org/W2784070037","https://openalex.org/W2784499877","https://openalex.org/W2786689981","https://openalex.org/W2790284322","https://openalex.org/W2790627517","https://openalex.org/W2793640035","https://openalex.org/W2794344266","https://openalex.org/W2796207838","https://openalex.org/W2796409016","https://openalex.org/W2797248706","https://openalex.org/W2798741430","https://openalex.org/W2798753173","https://openalex.org/W2801876365","https://openalex.org/W2802478591","https://openalex.org/W2802728270","https://openalex.org/W2806853752","https://openalex.org/W2807132016","https://openalex.org/W2884116855","https://openalex.org/W2885688423","https://openalex.org/W2886612741","https://openalex.org/W2887322826","https://openalex.org/W2888424632","https://openalex.org/W2889232360","https://openalex.org/W2897068067","https://openalex.org/W2898582484","https://openalex.org/W2898761039","https://openalex.org/W2899310256","https://openalex.org/W2900654702","https://openalex.org/W2901713220","https://openalex.org/W2903949487","https://openalex.org/W2905338897","https://openalex.org/W2905881943","https://openalex.org/W2910577213","https://openalex.org/W2910592851","https://openalex.org/W2912589244","https://openalex.org/W2914038321","https://openalex.org/W2915126261","https://openalex.org/W2919115771","https://openalex.org/W2919159054","https://openalex.org/W2922239620","https://openalex.org/W2945626616","https://openalex.org/W2946252818","https://openalex.org/W2948141910","https://openalex.org/W2948930564","https://openalex.org/W2952481429","https://openalex.org/W2962793481","https://openalex.org/W2962835968","https://openalex.org/W2962843773","https://openalex.org/W2962851944","https://openalex.org/W2963382180","https://openalex.org/W2963409068","https://openalex.org/W2963703197","https://openalex.org/W2963901460","https://openalex.org/W2964004560","https://openalex.org/W2964090697","https://openalex.org/W2964166134","https://openalex.org/W2964282006","https://openalex.org/W2964317695","https://openalex.org/W2967243902","https://openalex.org/W2968254841","https://openalex.org/W2969657290","https://openalex.org/W2972052510","https://openalex.org/W2979992932","https://openalex.org/W2998175747","https://openalex.org/W2998789541","https://openalex.org/W2998838085","https://openalex.org/W3000708736","https://openalex.org/W3027725947","https://openalex.org/W3080245372","https://openalex.org/W3098949126","https://openalex.org/W3100715827","https://openalex.org/W3100945164","https://openalex.org/W3105311500","https://openalex.org/W3159241871","https://openalex.org/W4233212295","https://openalex.org/W4241633038","https://openalex.org/W4244876068","https://openalex.org/W4285719527","https://openalex.org/W4293171766","https://openalex.org/W4295708375","https://openalex.org/W4297791576","https://openalex.org/W4320013936","https://openalex.org/W6602294163","https://openalex.org/W6604712362","https://openalex.org/W6631852187","https://openalex.org/W6637373629","https://openalex.org/W6638389677","https://openalex.org/W6639204139","https://openalex.org/W6639824700","https://openalex.org/W6666947087","https://openalex.org/W6671158236","https://openalex.org/W6675127249","https://openalex.org/W6678911119","https://openalex.org/W6684191040","https://openalex.org/W6697545644","https://openalex.org/W6697856287","https://openalex.org/W6698064614","https://openalex.org/W6698252867","https://openalex.org/W6698603695","https://openalex.org/W6729956949","https://openalex.org/W6744749031","https://openalex.org/W6745365588","https://openalex.org/W6747395325","https://openalex.org/W6750037988","https://openalex.org/W6752125206","https://openalex.org/W6752558437","https://openalex.org/W6756896159","https://openalex.org/W6759274242","https://openalex.org/W6777590095","https://openalex.org/W6948179336"],"related_works":["https://openalex.org/W4253199975","https://openalex.org/W3080219336","https://openalex.org/W1495820741","https://openalex.org/W2044191049","https://openalex.org/W2914293784","https://openalex.org/W3123055770","https://openalex.org/W2096609042","https://openalex.org/W2990177913","https://openalex.org/W4307504022","https://openalex.org/W4234048731"],"abstract_inverted_index":{"This":[0],"paper":[1],"reviews":[2],"state-of-the-art":[3],"research":[4,114],"solutions":[5],"across":[6,128],"the":[7,38,47,85,129],"spectrum":[8],"of":[9,49,61,92],"medical":[10,30,42],"imaging":[11,31,123],"informatics,":[12],"discusses":[13],"clinical":[14,22,90],"translation,":[15],"and":[16,63,70,77,101,135,151],"provides":[17,58],"future":[18],"directions":[19],"for":[20,34,40,67,132],"advancing":[21],"practice.":[23],"More":[24],"specifically,":[25],"it":[26],"summarizes":[27],"advances":[28,95],"in":[29,46,51,117],"acquisition":[32],"technologies":[33],"different":[35],"modalities,":[36],"highlighting":[37],"necessity":[39],"efficient":[41],"data":[43,54],"management":[44],"strategies":[45],"context":[48],"AI":[50,76],"big":[52],"healthcare":[53,130],"analytics.":[55],"It":[56],"then":[57],"a":[59],"synopsis":[60],"contemporary":[62],"emerging":[64],"algorithmic":[65],"methods":[66],"disease":[68],"classification":[69],"organ/":[71],"tissue":[72],"segmentation,":[73],"focusing":[74],"on":[75],"deep":[78],"learning":[79],"architectures":[80],"that":[81],"have":[82],"already":[83],"become":[84],"de":[86],"facto":[87],"approach.":[88],"The":[89,139],"benefits":[91],"in-silico":[93],"modelling":[94],"linked":[96],"with":[97],"evolving":[98],"3D":[99],"reconstruction":[100],"visualization":[102],"applications":[103],"are":[104],"further":[105],"documented.":[106],"Concluding,":[107],"integrative":[108],"analytics":[109],"approaches":[110],"driven":[111],"by":[112],"associate":[113],"branches":[115],"highlighted":[116],"this":[118],"study":[119],"promise":[120],"to":[121,143],"revolutionize":[122],"informatics":[124],"as":[125],"known":[126],"today":[127],"continuum":[131],"both":[133],"radiology":[134],"digital":[136],"pathology":[137],"applications.":[138],"latter,":[140],"is":[141],"projected":[142],"enable":[144],"informed,":[145],"more":[146],"accurate":[147],"diagnosis,":[148],"timely":[149],"prognosis,":[150],"effective":[152],"treatment":[153],"planning,":[154],"underpinning":[155],"precision":[156],"medicine.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":39},{"year":2025,"cited_by_count":211},{"year":2024,"cited_by_count":176},{"year":2023,"cited_by_count":115},{"year":2022,"cited_by_count":68},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}