{"id":"https://openalex.org/W4213332054","doi":"https://doi.org/10.1117/12.2613272","title":"COVID-19 lesion segmentation using convolutional LSTM for self-attention","display_name":"COVID-19 lesion segmentation using convolutional LSTM for self-attention","publication_year":2022,"publication_date":"2022-02-18","ids":{"openalex":"https://openalex.org/W4213332054","doi":"https://doi.org/10.1117/12.2613272"},"language":"en","primary_location":{"id":"doi:10.1117/12.2613272","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2613272","pdf_url":null,"source":{"id":"https://openalex.org/S4363607561","display_name":"Medical Imaging 2022: Image Processing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image Processing","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/A5031181059","display_name":"Aditya Killekar","orcid":"https://orcid.org/0000-0003-3831-5676"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aditya Killekar","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014728586","display_name":"Kajetan Grodecki","orcid":"https://orcid.org/0000-0002-0358-5679"},"institutions":[{"id":"https://openalex.org/I268303160","display_name":"Medical University of Warsaw","ror":"https://ror.org/04p2y4s44","country_code":"PL","type":"education","lineage":["https://openalex.org/I268303160"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kajetan Grodecki","raw_affiliation_strings":["Medical Univ. of Warsaw (Poland)"],"affiliations":[{"raw_affiliation_string":"Medical Univ. of Warsaw (Poland)","institution_ids":["https://openalex.org/I268303160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057735331","display_name":"Andrew Lin","orcid":"https://orcid.org/0000-0003-0348-7697"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Lin","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060531120","display_name":"Sebastien Cadet","orcid":"https://orcid.org/0000-0002-9567-6438"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebastien Cadet","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085378972","display_name":"Priscilla McElhinney","orcid":"https://orcid.org/0000-0002-7642-6804"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priscilla McElhinney","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067718960","display_name":"Aryabod Razipour","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aryabod Razipour","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419492","display_name":"Cato Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cato Chan","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046454033","display_name":"Barry D. Pressman","orcid":"https://orcid.org/0000-0002-9080-7718"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry Pressman","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031586078","display_name":"Peter Julien","orcid":"https://orcid.org/0000-0002-6402-1113"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Julien","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100651978","display_name":"Peter Chen","orcid":"https://orcid.org/0000-0002-5330-1718"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Chen","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056796586","display_name":"Judit Simon","orcid":"https://orcid.org/0000-0001-8063-3462"},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Judit Simon","raw_affiliation_strings":["Semmelweis Univ. (Hungary)"],"affiliations":[{"raw_affiliation_string":"Semmelweis Univ. (Hungary)","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071411367","display_name":"Nitesh Nerlekar","orcid":"https://orcid.org/0000-0002-3437-8648"},"institutions":[{"id":"https://openalex.org/I4210121067","display_name":"Monash Health","ror":"https://ror.org/02t1bej08","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210121067"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nitesh Nerlekar","raw_affiliation_strings":["Monash Health (Australia)"],"affiliations":[{"raw_affiliation_string":"Monash Health (Australia)","institution_ids":["https://openalex.org/I4210121067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091313305","display_name":"P\u00e1l Maurovich\u2010Horvat","orcid":"https://orcid.org/0000-0003-0885-736X"},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"P\u00e1l Maurovich-Horvat","raw_affiliation_strings":["Semmelweis Univ. (Hungary)"],"affiliations":[{"raw_affiliation_string":"Semmelweis Univ. (Hungary)","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071238850","display_name":"Nicola Gaibazzi","orcid":"https://orcid.org/0000-0002-2207-3388"},"institutions":[{"id":"https://openalex.org/I4210108813","display_name":"Azienda Ospedaliero Universitaria Ospedali Riuniti","ror":"https://ror.org/0213f0637","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210108813"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Gaibazzi","raw_affiliation_strings":["Azienda Ospedaliero-Univ. di Parma (Italy)"],"affiliations":[{"raw_affiliation_string":"Azienda Ospedaliero-Univ. di Parma (Italy)","institution_ids":["https://openalex.org/I4210108813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038707091","display_name":"Udit Thakur","orcid":"https://orcid.org/0000-0002-2159-5424"},"institutions":[{"id":"https://openalex.org/I4210121067","display_name":"Monash Health","ror":"https://ror.org/02t1bej08","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210121067"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Udit Thakur","raw_affiliation_strings":["Monash Health (Australia)"],"affiliations":[{"raw_affiliation_string":"Monash Health (Australia)","institution_ids":["https://openalex.org/I4210121067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055109532","display_name":"Maria Elisabetta Mancini","orcid":"https://orcid.org/0000-0002-9117-8466"},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Mancini","raw_affiliation_strings":["Ctr. Cardiologico Monzino IRCCS (Italy)"],"affiliations":[{"raw_affiliation_string":"Ctr. Cardiologico Monzino IRCCS (Italy)","institution_ids":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079559054","display_name":"Cecilia Agalbato","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cecilia Agalbato","raw_affiliation_strings":["Ctr. Cardiologico Monzino IRCCS (Italy)"],"affiliations":[{"raw_affiliation_string":"Ctr. Cardiologico Monzino IRCCS (Italy)","institution_ids":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025455551","display_name":"Jiro Munechika","orcid":null},"institutions":[{"id":"https://openalex.org/I119182057","display_name":"Showa University","ror":"https://ror.org/04mzk4q39","country_code":"JP","type":"education","lineage":["https://openalex.org/I119182057"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiro Munechika","raw_affiliation_strings":["Showa Univ. (Japan)"],"affiliations":[{"raw_affiliation_string":"Showa Univ. (Japan)","institution_ids":["https://openalex.org/I119182057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057571922","display_name":"Hidenari Matsumoto","orcid":"https://orcid.org/0000-0002-6528-4118"},"institutions":[{"id":"https://openalex.org/I119182057","display_name":"Showa University","ror":"https://ror.org/04mzk4q39","country_code":"JP","type":"education","lineage":["https://openalex.org/I119182057"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenari Matsumoto","raw_affiliation_strings":["Showa Univ. School of Medicine (Japan)"],"affiliations":[{"raw_affiliation_string":"Showa Univ. School of Medicine (Japan)","institution_ids":["https://openalex.org/I119182057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006984986","display_name":"Roberto Men\u00e8","orcid":"https://orcid.org/0000-0003-1671-1977"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Men\u00e8","raw_affiliation_strings":["Univ. degli Studi di Milano-Bicocca (Italy)"],"affiliations":[{"raw_affiliation_string":"Univ. degli Studi di Milano-Bicocca (Italy)","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052713249","display_name":"Damini Dey","orcid":"https://orcid.org/0000-0003-2236-6970"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damini Dey","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015206826","display_name":"Gianfranco Parati","orcid":"https://orcid.org/0000-0001-9402-7439"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianfranco Parati","raw_affiliation_strings":["Univ. degli Studi di Milano-Bicocca (Italy)"],"affiliations":[{"raw_affiliation_string":"Univ. degli Studi di Milano-Bicocca (Italy)","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072276641","display_name":"Franco Cernigliaro","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franco Cernigliaro","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003832306","display_name":"Camilla Torlasco","orcid":"https://orcid.org/0000-0003-2382-6721"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Camilla Torlasco","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071379214","display_name":"Gianluca Pontone","orcid":"https://orcid.org/0000-0002-1339-6679"},"institutions":[{"id":"https://openalex.org/I4210089474","display_name":"Centro Cardiologico Monzino","ror":"https://ror.org/006pq9r08","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Pontone","raw_affiliation_strings":["Ctr. Cardiologico Monzino IRCCS (Italy)"],"affiliations":[{"raw_affiliation_string":"Ctr. Cardiologico Monzino IRCCS (Italy)","institution_ids":["https://openalex.org/I4210089474","https://openalex.org/I4210153126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089319978","display_name":"Piotr J. Slomka","orcid":"https://orcid.org/0000-0002-6110-938X"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piotr J. Slomka","raw_affiliation_strings":["Cedars-Sinai Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Ctr. (United States)","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":26,"corresponding_author_ids":["https://openalex.org/A5031181059"],"corresponding_institution_ids":["https://openalex.org/I1282927834"],"apc_list":null,"apc_paid":null,"fwci":0.2235,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35832959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"130","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998000264167786,"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":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11448","display_name":"Face recognition and analysis","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6921569108963013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6225043535232544},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5836881995201111},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5819422006607056},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5752885937690735},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.4601375162601471},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4476968050003052},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3291627764701843},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3238387405872345},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1346036195755005},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08143302798271179}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6921569108963013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6225043535232544},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5836881995201111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5819422006607056},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5752885937690735},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4601375162601471},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4476968050003052},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3291627764701843},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3238387405872345},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1346036195755005},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08143302798271179},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2613272","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2613272","pdf_url":null,"source":{"id":"https://openalex.org/S4363607561","display_name":"Medical Imaging 2022: Image Processing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1485009520","https://openalex.org/W1921523184","https://openalex.org/W2064675550","https://openalex.org/W2163605009","https://openalex.org/W2464708700","https://openalex.org/W2790564346","https://openalex.org/W2962914239","https://openalex.org/W2971250988","https://openalex.org/W3012817089","https://openalex.org/W3013585706","https://openalex.org/W3020653337","https://openalex.org/W3028392891","https://openalex.org/W3035151116","https://openalex.org/W3093617351","https://openalex.org/W4234552385","https://openalex.org/W4301409532","https://openalex.org/W6628877408","https://openalex.org/W6637050416","https://openalex.org/W6638667902","https://openalex.org/W6640185926","https://openalex.org/W6684191040","https://openalex.org/W6725739302","https://openalex.org/W6767570870","https://openalex.org/W6775290911","https://openalex.org/W6775677530","https://openalex.org/W6778231270","https://openalex.org/W6784249738"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W4399188509","https://openalex.org/W1522196789"],"abstract_inverted_index":{"e":[0],"propose":[1],"a":[2,63],"fast":[3],"and":[4,17,22,123,129,139,155,170,176,188,195],"robust":[5],"multi-class":[6],"deep":[7],"learning":[8],"framework":[9],"for":[10,35,96],"segmenting":[11,143,152,161],"COVID-19":[12],"lesions:":[13],"Ground":[14],"Glass":[15],"opacities":[16,19],"High":[18],"(including":[20],"consolidations":[21],"pleural":[23],"effusion),":[24],"from":[25,45,74,106],"non-contrast":[26],"CT":[27,46],"scans":[28],"using":[29],"convolutional":[30],"Long":[31],"Short-Term":[32],"Memory":[33],"network":[34],"self-attention.":[36],"Our":[37,134,164],"method":[38],"allows":[39],"rapid":[40],"quantification":[41],"of":[42,66,85,108,120,181],"pneumonia":[43],"burden":[44],"with":[47,62,103,149],"performance":[48,148],"equivalent":[49],"to":[50,174],"expert":[51],"readers.":[52],"The":[53,89],"mean":[54,92],"dice":[55,93],"score":[56,94],"across":[57],"5":[58,110],"folds":[59],"was":[60],"0.8776":[61],"standard":[64,70],"deviation":[65,71],"0.0095.":[67],"A":[68],"low":[69],"between":[72,126],"results":[73,105],"each":[75,107],"fold":[76],"indicate":[77],"the":[78,86,104,109,190],"models":[79],"were":[80],"trained":[81],"equally":[82],"good":[83],"regardless":[84],"training":[87],"fold.":[88],"cumulative":[90],"per-patient":[91],"(0.8775\u00b10.075)":[95],"N=167":[97],"patients,":[98],"after":[99],"concatenation,":[100],"is":[101],"consistent":[102],"folds.":[111],"We":[112],"obtained":[113],"excellent":[114],"Pearson":[115],"correlation":[116],"(expert":[117],"vs.":[118],"automatic)":[119],"0.9396":[121],"(p<0.0001)":[122,125,159],"0.9843":[124],"ground-glass":[127,153,162],"opacity":[128,131],"high":[130,144],"volumes,":[132],"respectively.":[133],"model":[135,165,185],"outperforms":[136,157],"Unet2d":[137,150,175,194],"(p<0.05)":[138,141],"Unet3d":[140,158],"in":[142,151,160],"opacities,":[145,154],"has":[146],"comparable":[147],"significantly":[156],"opacities.":[163],"performs":[166],"faster":[167],"on":[168],"CPU":[169],"GPU":[171],"when":[172],"compared":[173],"Unet3d.":[177,196],"For":[178],"same":[179],"number":[180],"input":[182],"slices,":[183],"our":[184],"consumed":[186,192],"0.83x":[187],"0.26x":[189],"memory":[191],"by":[193]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}