{"id":"https://openalex.org/W2971983900","doi":null,"title":"LARGE-SCALE DEEP LEARNING WITH APPLICATION IN MEDICAL IMAGING AND BIO-INFORMATICS","display_name":"LARGE-SCALE DEEP LEARNING WITH APPLICATION IN MEDICAL IMAGING AND BIO-INFORMATICS","publication_year":2018,"publication_date":"2018-11-27","ids":{"openalex":"https://openalex.org/W2971983900","mag":"2971983900"},"language":"en","primary_location":{"id":"mag:2971983900","doi":null,"is_oa":false,"landing_page_url":"https://rc.library.uta.edu/uta-ir/handle/10106/27813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5101651952","display_name":"Zheng Xu","orcid":"https://orcid.org/0000-0002-9811-2646","observed_orcids":["https://orcid.org/0000-0002-9811-2646"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zheng Xu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9811-2646","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5101651952"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.21080000698566437,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.21080000698566437,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.15049999952316284,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.12219999730587006,"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/deep-learning","display_name":"deep learning","score":0.8180000185966492},{"id":"https://openalex.org/keywords/large-scale-machine-learning","display_name":"large-scale machine learning","score":0.6209999918937683},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.9869999885559082},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"bioinformatics","score":0.890999972820282}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.550357460975647},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5424874424934387},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5313689708709717},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4316110908985138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4042242467403412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.391437292098999},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24619391560554504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2417522370815277},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22994276881217957},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.21685755252838135},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09361547231674194},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08473214507102966},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2971983900","doi":null,"is_oa":false,"landing_page_url":"https://rc.library.uta.edu/uta-ir/handle/10106/27813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W66427752","https://openalex.org/W1213336605","https://openalex.org/W1560202902","https://openalex.org/W1924770834","https://openalex.org/W1975147762","https://openalex.org/W1981939910","https://openalex.org/W2003209620","https://openalex.org/W2009576740","https://openalex.org/W2016979469","https://openalex.org/W2021748110","https://openalex.org/W2022476850","https://openalex.org/W2022885801","https://openalex.org/W2030971064","https://openalex.org/W2044834685","https://openalex.org/W2060531713","https://openalex.org/W2062875420","https://openalex.org/W2064511228","https://openalex.org/W2092985495","https://openalex.org/W2094278785","https://openalex.org/W2102605133","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2149027517","https://openalex.org/W2170973209","https://openalex.org/W2212883665","https://openalex.org/W2274287116","https://openalex.org/W2294125144","https://openalex.org/W2440458627","https://openalex.org/W2524308422","https://openalex.org/W2525036370","https://openalex.org/W2526712471","https://openalex.org/W2529996553","https://openalex.org/W2538773003","https://openalex.org/W2592929672","https://openalex.org/W2594183968","https://openalex.org/W2609765027","https://openalex.org/W2619947201","https://openalex.org/W2735788254","https://openalex.org/W2752879928","https://openalex.org/W2964308564","https://openalex.org/W4302085792","https://openalex.org/W4319704957"],"related_works":["https://openalex.org/W2922134958","https://openalex.org/W2955582232","https://openalex.org/W2569451645","https://openalex.org/W3196357027","https://openalex.org/W3020976499","https://openalex.org/W3164334219","https://openalex.org/W7220921350","https://openalex.org/W7055712011","https://openalex.org/W3043445453","https://openalex.org/W2626916847"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-09-12T00:00:00"}