{"id":"https://openalex.org/W3201747937","doi":"https://doi.org/10.1007/978-3-030-87234-2_31","title":"Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to\u00a0Triage Chest X-Ray for COVID-19","display_name":"Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to\u00a0Triage Chest X-Ray for COVID-19","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201747937","doi":"https://doi.org/10.1007/978-3-030-87234-2_31","mag":"3201747937"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87234-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101628586","display_name":"Tao Tan","orcid":"https://orcid.org/0000-0002-5573-1105"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tao Tan","raw_affiliation_strings":["GE Healthcare, Hoevelaken, The Netherlands"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Hoevelaken, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104291107","display_name":"Bipul Kumar Das","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bipul Das","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021023007","display_name":"Ravi Soni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ravi Soni","raw_affiliation_strings":["GE Healthcare, San Ramon, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027068040","display_name":"Mate Fejes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Mate Fejes","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108537440","display_name":"Sohan Ranjan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sohan Ranjan","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019699321","display_name":"D\u00e1niel Szab\u00f3","orcid":"https://orcid.org/0000-0003-3375-395X"},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Daniel Attila Szabo","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001171175","display_name":"Vikram Melapudi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikram Melapudi","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008441252","display_name":"K. S. Shriram","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. S. Shriram","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102014901","display_name":"Utkarsh Agrawal","orcid":"https://orcid.org/0000-0002-3889-544X"},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Utkarsh Agrawal","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019706167","display_name":"L\u00e1szl\u00f3 Rusk\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Laszlo Rusko","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043122215","display_name":"Zita Herczeg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zita Herczeg","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088390271","display_name":"Barbara Dar\u00e1zs","orcid":"https://orcid.org/0000-0002-0171-9485"},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Barbara Darazs","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080060159","display_name":"Pal Tegzes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Pal Tegzes","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046480861","display_name":"Lehel Ferenczi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Lehel Ferenczi","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110294987","display_name":"Rakesh Mullick","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136115","display_name":"Healthcare Global Enterprises","ror":"https://ror.org/046k3mr17","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210136115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Mullick","raw_affiliation_strings":["GE Healthcare, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Bangalore, India","institution_ids":["https://openalex.org/I4210136115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020175648","display_name":"Gopal Avinash","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gopal Avinash","raw_affiliation_strings":["GE Healthcare, San Ramon, USA"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, San Ramon, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5101628586"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2504,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89975962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.995199978351593,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/triage","display_name":"Triage","score":0.8506206274032593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6552250385284424},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6145591735839844},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5846619009971619},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.560226321220398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571037530899048},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.44652512669563293},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.44357970356941223},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4416913390159607},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.41741758584976196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33218157291412354},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3309953808784485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31871870160102844},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.24485114216804504},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2406860589981079},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.2203986644744873},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1543457806110382},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.13672685623168945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11456555128097534},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.10809904336929321}],"concepts":[{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.8506206274032593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6552250385284424},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6145591735839844},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5846619009971619},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.560226321220398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571037530899048},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.44652512669563293},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.44357970356941223},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4416913390159607},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.41741758584976196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33218157291412354},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3309953808784485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31871870160102844},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.24485114216804504},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2406860589981079},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.2203986644744873},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1543457806110382},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.13672685623168945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11456555128097534},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.10809904336929321},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-87234-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2115139753","https://openalex.org/W2533020866","https://openalex.org/W2611650229","https://openalex.org/W2912664121","https://openalex.org/W2964121744","https://openalex.org/W3007497549","https://openalex.org/W3008985036","https://openalex.org/W3014007058","https://openalex.org/W3014242527","https://openalex.org/W3015292413","https://openalex.org/W3015769695","https://openalex.org/W3021514062","https://openalex.org/W3049560226","https://openalex.org/W3101156210","https://openalex.org/W3124047464"],"related_works":["https://openalex.org/W1975091423","https://openalex.org/W2033023095","https://openalex.org/W2144451503","https://openalex.org/W125325933","https://openalex.org/W2051773733","https://openalex.org/W2941176721","https://openalex.org/W3015660457","https://openalex.org/W2909333182","https://openalex.org/W4301143707","https://openalex.org/W2952745240"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}