{"id":"https://openalex.org/W3095167356","doi":"https://doi.org/10.1007/978-3-030-61609-0_34","title":"Implementation of Siamese-Based Few-Shot Learning Algorithms for the Distinction of COPD and Asthma Subjects","display_name":"Implementation of Siamese-Based Few-Shot Learning Algorithms for the Distinction of COPD and Asthma Subjects","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3095167356","doi":"https://doi.org/10.1007/978-3-030-61609-0_34","mag":"3095167356"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61609-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61609-0_34","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/A5046286752","display_name":"Pouya Soltani Zarrin","orcid":"https://orcid.org/0000-0002-9245-9227"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Innovations for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Pouya Soltani Zarrin","raw_affiliation_strings":["IHP\u2013Leibniz-Institut fuer innovative Mikroelektronik, Frankfurt (Oder), Germany"],"affiliations":[{"raw_affiliation_string":"IHP\u2013Leibniz-Institut fuer innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066336061","display_name":"Christian Wenger","orcid":"https://orcid.org/0000-0003-3698-2635"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Innovations for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]},{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wenger","raw_affiliation_strings":["BTU Cottbus-Senftenberg, Cottbus, Germany","IHP\u2013Leibniz-Institut fuer innovative Mikroelektronik, Frankfurt (Oder), Germany"],"affiliations":[{"raw_affiliation_string":"BTU Cottbus-Senftenberg, Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"IHP\u2013Leibniz-Institut fuer innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I92894754"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046286752"],"corresponding_institution_ids":["https://openalex.org/I92894754"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":16.3681,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98918594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9901000261306763,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.9117617607116699},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.8477794528007507},{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.613215982913971},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5982289910316467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583620548248291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5399935245513916},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5183902382850647},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42364126443862915},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3452749252319336},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19861719012260437}],"concepts":[{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.9117617607116699},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.8477794528007507},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.613215982913971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5982289910316467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583620548248291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5399935245513916},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5183902382850647},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42364126443862915},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3452749252319336},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19861719012260437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61609-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61609-0_34","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1980589975","https://openalex.org/W2101234009","https://openalex.org/W2195424142","https://openalex.org/W2233673769","https://openalex.org/W2472819217","https://openalex.org/W2565684601","https://openalex.org/W2738548353","https://openalex.org/W2744650406","https://openalex.org/W2774975003","https://openalex.org/W2792145227","https://openalex.org/W2792809830","https://openalex.org/W2888392416","https://openalex.org/W2909956282","https://openalex.org/W2919115771","https://openalex.org/W2951934944","https://openalex.org/W2972860867","https://openalex.org/W2989893062","https://openalex.org/W3018523095","https://openalex.org/W3021773512","https://openalex.org/W3033327976","https://openalex.org/W3034942609","https://openalex.org/W3086029940"],"related_works":["https://openalex.org/W2326585857","https://openalex.org/W142525846","https://openalex.org/W2312602415","https://openalex.org/W2312864656","https://openalex.org/W2472126364","https://openalex.org/W2320098543","https://openalex.org/W2585009645","https://openalex.org/W2333131755","https://openalex.org/W4401482945","https://openalex.org/W2372297656"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}