{"id":"https://openalex.org/W4294536771","doi":"https://doi.org/10.1007/978-3-031-16281-7_5","title":"Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes","display_name":"Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes","publication_year":2022,"publication_date":"2022-09-03","ids":{"openalex":"https://openalex.org/W4294536771","doi":"https://doi.org/10.1007/978-3-031-16281-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16281-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16281-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5046278682","display_name":"Giulia Iaconi","orcid":"https://orcid.org/0000-0002-2464-5968"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giulia Iaconi","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2464-5968","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067697813","display_name":"Federica Ferraro","orcid":"https://orcid.org/0000-0001-8682-9271"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Ferraro","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8682-9271","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030590293","display_name":"Marco Balletto","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Balletto","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058293995","display_name":"David Solarna","orcid":"https://orcid.org/0000-0003-3861-7447"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"David Solarna","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3861-7447","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026261530","display_name":"Marco Trombini","orcid":"https://orcid.org/0000-0002-0920-1808"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Trombini","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0920-1808","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012936131","display_name":"Gabriele Moser","orcid":"https://orcid.org/0000-0002-3796-2938"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Moser","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3796-2938","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309830","display_name":"Silvana Dellepiane","orcid":"https://orcid.org/0000-0001-6729-5198"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvana Dellepiane","raw_affiliation_strings":["Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6729-5198","affiliations":[{"raw_affiliation_string":"Electrical, Electronics and Telecommunication Engineering and Naval Architecture Department (DITEN), Universit\u00e0 degli Studi di Genova, 16145, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5046278682"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30129516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9987999796867371,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.7008816003799438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6281400918960571},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5489521622657776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5475852489471436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5289136171340942},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5170753598213196},{"id":"https://openalex.org/keywords/cut","display_name":"Cut","score":0.467406302690506},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4588589668273926},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4519987106323242},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.423576295375824},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41859501600265503},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.4173693358898163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3086857795715332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16779276728630066},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.1366460919380188},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13270914554595947}],"concepts":[{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.7008816003799438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6281400918960571},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5489521622657776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5475852489471436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5289136171340942},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5170753598213196},{"id":"https://openalex.org/C5134670","wikidata":"https://www.wikidata.org/wiki/Q1626444","display_name":"Cut","level":4,"score":0.467406302690506},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4588589668273926},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4519987106323242},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.423576295375824},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41859501600265503},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.4173693358898163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3086857795715332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16779276728630066},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.1366460919380188},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13270914554595947},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-16281-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16281-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unige.it:11567/1095973","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1095973","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1974524700","https://openalex.org/W1993472818","https://openalex.org/W2007904038","https://openalex.org/W2020999234","https://openalex.org/W2101309634","https://openalex.org/W2143516773","https://openalex.org/W2161113826","https://openalex.org/W2253429366","https://openalex.org/W2769848455","https://openalex.org/W2791357935","https://openalex.org/W3009557552","https://openalex.org/W3095681026","https://openalex.org/W4213262319"],"related_works":["https://openalex.org/W2753174232","https://openalex.org/W4206076898","https://openalex.org/W2897195263","https://openalex.org/W1507687735","https://openalex.org/W2166767718","https://openalex.org/W2005476934","https://openalex.org/W2464972745","https://openalex.org/W2045391057","https://openalex.org/W2098328893","https://openalex.org/W2123504639"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
