{"id":"https://openalex.org/W2768673271","doi":"https://doi.org/10.1109/tnnls.2017.2766168","title":"Deep Learning in Microscopy Image Analysis: A Survey","display_name":"Deep Learning in Microscopy Image Analysis: A Survey","publication_year":2017,"publication_date":"2017-11-22","ids":{"openalex":"https://openalex.org/W2768673271","doi":"https://doi.org/10.1109/tnnls.2017.2766168","mag":"2768673271","pmid":"https://pubmed.ncbi.nlm.nih.gov/29989994"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2017.2766168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2017.2766168","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"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/A5076917512","display_name":"Fuyong Xing","orcid":"https://orcid.org/0000-0003-0982-8675"},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fuyong Xing","raw_affiliation_strings":["Department of Biostatistics and Informatics, University of Colorado Denver, Denver, CO, USA"],"raw_orcid":"https://orcid.org/0000-0003-0982-8675","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Informatics, University of Colorado Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108557537","display_name":"Yuanpu Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanpu Xie","raw_affiliation_strings":["J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108436833","display_name":"Hai Su","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai Su","raw_affiliation_strings":["J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641990","display_name":"Fujun Liu","orcid":"https://orcid.org/0000-0002-1461-3567"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fujun Liu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-1461-3567","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101725247","display_name":"Lin Yang","orcid":"https://orcid.org/0000-0002-7615-209X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Yang","raw_affiliation_strings":["Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":35.6818,"has_fulltext":false,"cited_by_count":459,"citation_normalized_percentile":{"value":0.99760415,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"29","issue":"10","first_page":"4550","last_page":"4568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9968000054359436,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.862339973449707},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7738837599754333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7704558372497559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6750808954238892},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.5190613865852356},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4651326537132263},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4639320969581604},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.438040167093277},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.43349191546440125},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4166060984134674},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33969712257385254},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08477610349655151},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08112233877182007}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.862339973449707},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7738837599754333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7704558372497559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6750808954238892},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.5190613865852356},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4651326537132263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4639320969581604},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.438040167093277},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.43349191546440125},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4166060984134674},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33969712257385254},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08477610349655151},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08112233877182007}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2017.2766168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2017.2766168","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:29989994","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29989994","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":272,"referenced_works":["https://openalex.org/W6585196","https://openalex.org/W22040386","https://openalex.org/W136063435","https://openalex.org/W167016754","https://openalex.org/W318917342","https://openalex.org/W571200655","https://openalex.org/W753012316","https://openalex.org/W855255571","https://openalex.org/W1005811612","https://openalex.org/W1422227952","https://openalex.org/W1510525516","https://openalex.org/W1519122895","https://openalex.org/W1528361845","https://openalex.org/W1548445631","https://openalex.org/W1582640985","https://openalex.org/W1591008324","https://openalex.org/W1608218651","https://openalex.org/W1660101198","https://openalex.org/W1666962919","https://openalex.org/W1673923490","https://openalex.org/W1685006559","https://openalex.org/W1686810756","https://openalex.org/W1787224781","https://openalex.org/W1849277567","https://openalex.org/W1895641373","https://openalex.org/W1898703532","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1909234690","https://openalex.org/W1915485278","https://openalex.org/W1932469787","https://openalex.org/W1933349210","https://openalex.org/W1946635378","https://openalex.org/W1959608418","https://openalex.org/W1965766334","https://openalex.org/W1968422655","https://openalex.org/W1971014294","https://openalex.org/W1971369221","https://openalex.org/W1973455695","https://openalex.org/W1978508564","https://openalex.org/W1983927101","https://openalex.org/W1998399571","https://openalex.org/W1999798000","https://openalex.org/W2004025832","https://openalex.org/W2015314533","https://openalex.org/W2015861736","https://openalex.org/W2018838463","https://openalex.org/W2021348639","https://openalex.org/W2029313510","https://openalex.org/W2029952239","https://openalex.org/W2033272835","https://openalex.org/W2033337358","https://openalex.org/W2037195043","https://openalex.org/W2045732268","https://openalex.org/W2046670074","https://openalex.org/W2050418754","https://openalex.org/W2051765910","https://openalex.org/W2055701312","https://openalex.org/W2057114171","https://openalex.org/W2059272842","https://openalex.org/W2060393849","https://openalex.org/W2062118960","https://openalex.org/W2063756240","https://openalex.org/W2064630666","https://openalex.org/W2064675550","https://openalex.org/W2067443156","https://openalex.org/W2076063813","https://openalex.org/W2081578499","https://openalex.org/W2083551746","https://openalex.org/W2087787741","https://openalex.org/W2089947415","https://openalex.org/W2094756095","https://openalex.org/W2100495367","https://openalex.org/W2102017903","https://openalex.org/W2102605133","https://openalex.org/W2103061399","https://openalex.org/W2103243046","https://openalex.org/W2105739910","https://openalex.org/W2106450468","https://openalex.org/W2108665656","https://openalex.org/W2110798204","https://openalex.org/W2112796928","https://openalex.org/W2113137767","https://openalex.org/W2115891208","https://openalex.org/W2117539524","https://openalex.org/W2118978333","https://openalex.org/W2119191234","https://openalex.org/W2120432001","https://openalex.org/W2122394460","https://openalex.org/W2127864857","https://openalex.org/W2128659236","https://openalex.org/W2130325614","https://openalex.org/W2132031490","https://openalex.org/W2136922672","https://openalex.org/W2138243089","https://openalex.org/W2138857742","https://openalex.org/W2139393465","https://openalex.org/W2140619591","https://openalex.org/W2141125852","https://openalex.org/W2141273399","https://openalex.org/W2142192571","https://openalex.org/W2145983039","https://openalex.org/W2148743296","https://openalex.org/W2150609304","https://openalex.org/W2151608510","https://openalex.org/W2154318594","https://openalex.org/W2156226201","https://openalex.org/W2156472837","https://openalex.org/W2158778629","https://openalex.org/W2160353853","https://openalex.org/W2160815625","https://openalex.org/W2162390675","https://openalex.org/W2162931300","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2166010828","https://openalex.org/W2167510172","https://openalex.org/W2167998037","https://openalex.org/W2168231600","https://openalex.org/W2168894214","https://openalex.org/W2170947705","https://openalex.org/W2171913066","https://openalex.org/W2194775991","https://openalex.org/W2206370749","https://openalex.org/W2233116163","https://openalex.org/W2240067561","https://openalex.org/W2248620004","https://openalex.org/W2253429366","https://openalex.org/W2264887978","https://openalex.org/W2271629502","https://openalex.org/W2272300165","https://openalex.org/W2276486856","https://openalex.org/W2277132981","https://openalex.org/W2277195237","https://openalex.org/W2278433511","https://openalex.org/W2280351290","https://openalex.org/W2294643827","https://openalex.org/W2295309472","https://openalex.org/W2302302587","https://openalex.org/W2302517508","https://openalex.org/W2311607323","https://openalex.org/W2312404985","https://openalex.org/W2313289912","https://openalex.org/W2318949783","https://openalex.org/W2326289026","https://openalex.org/W2334805829","https://openalex.org/W2336855346","https://openalex.org/W2339885376","https://openalex.org/W2342792901","https://openalex.org/W2344654247","https://openalex.org/W2344786740","https://openalex.org/W2344912502","https://openalex.org/W2345010043","https://openalex.org/W2346062110","https://openalex.org/W2395642140","https://openalex.org/W2398921440","https://openalex.org/W2399832387","https://openalex.org/W2403358744","https://openalex.org/W2406638278","https://openalex.org/W2408733084","https://openalex.org/W2409822418","https://openalex.org/W2427838904","https://openalex.org/W2462651598","https://openalex.org/W2464095735","https://openalex.org/W2470965540","https://openalex.org/W2480295938","https://openalex.org/W2513554817","https://openalex.org/W2525036370","https://openalex.org/W2526832219","https://openalex.org/W2526942720","https://openalex.org/W2567079332","https://openalex.org/W2574651848","https://openalex.org/W2580635372","https://openalex.org/W2592929672","https://openalex.org/W2594258169","https://openalex.org/W2594760301","https://openalex.org/W2599354622","https://openalex.org/W2745940724","https://openalex.org/W2896018297","https://openalex.org/W2919115771","https://openalex.org/W2950094539","https://openalex.org/W2950656546","https://openalex.org/W2962851944","https://openalex.org/W2963074118","https://openalex.org/W2963075078","https://openalex.org/W2963409068","https://openalex.org/W2997574889","https://openalex.org/W3024621361","https://openalex.org/W3138798301","https://openalex.org/W4205947740","https://openalex.org/W4231109964","https://openalex.org/W4293652559","https://openalex.org/W4298392976","https://openalex.org/W4299518610","https://openalex.org/W4302296459","https://openalex.org/W4320013936","https://openalex.org/W6600255830","https://openalex.org/W6606837198","https://openalex.org/W6611167765","https://openalex.org/W6622239757","https://openalex.org/W6623445213","https://openalex.org/W6626177569","https://openalex.org/W6628286612","https://openalex.org/W6630912398","https://openalex.org/W6631782140","https://openalex.org/W6632924514","https://openalex.org/W6635449341","https://openalex.org/W6636132785","https://openalex.org/W6637423746","https://openalex.org/W6637625270","https://openalex.org/W6639204139","https://openalex.org/W6639824700","https://openalex.org/W6639896569","https://openalex.org/W6640632863","https://openalex.org/W6640963894","https://openalex.org/W6655787473","https://openalex.org/W6660060939","https://openalex.org/W6663145691","https://openalex.org/W6665801690","https://openalex.org/W6667077840","https://openalex.org/W6674479107","https://openalex.org/W6675026286","https://openalex.org/W6676046289","https://openalex.org/W6676231525","https://openalex.org/W6676481782","https://openalex.org/W6679524290","https://openalex.org/W6680300913","https://openalex.org/W6680402377","https://openalex.org/W6680715401","https://openalex.org/W6680876001","https://openalex.org/W6680919041","https://openalex.org/W6681096077","https://openalex.org/W6681368121","https://openalex.org/W6682086655","https://openalex.org/W6682132143","https://openalex.org/W6682250724","https://openalex.org/W6683033130","https://openalex.org/W6683722107","https://openalex.org/W6683965311","https://openalex.org/W6684191040","https://openalex.org/W6684372118","https://openalex.org/W6684665197","https://openalex.org/W6684859321","https://openalex.org/W6685133223","https://openalex.org/W6687483927","https://openalex.org/W6689694917","https://openalex.org/W6694717790","https://openalex.org/W6696761078","https://openalex.org/W6697140671","https://openalex.org/W6697477371","https://openalex.org/W6697706121","https://openalex.org/W6697722981","https://openalex.org/W6698064614","https://openalex.org/W6712144349","https://openalex.org/W6712450407","https://openalex.org/W6712737679","https://openalex.org/W6713033766","https://openalex.org/W6713723668","https://openalex.org/W6719422696","https://openalex.org/W6727033397","https://openalex.org/W6727911225","https://openalex.org/W6727976320","https://openalex.org/W6731653878","https://openalex.org/W6731670082","https://openalex.org/W6734568189","https://openalex.org/W6735108248","https://openalex.org/W6741072886","https://openalex.org/W6742695123","https://openalex.org/W6742974759","https://openalex.org/W6755604195","https://openalex.org/W6764273044","https://openalex.org/W7075602742"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4313906399","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Computerized":[0],"microscopy":[1,63,90,129,146],"image":[2,48,64,91,147],"analysis":[3,148],"plays":[4],"an":[5],"important":[6],"role":[7],"in":[8,38,46,80,89,145],"computer":[9,39],"aided":[10],"diagnosis":[11],"and":[12,24,41,74,87,99,114,118,138],"prognosis.":[13],"Machine":[14],"learning":[15,29,36,78],"techniques":[16],"have":[17],"powered":[18],"many":[19],"aspects":[20],"of":[21,57,102,142],"medical":[22],"investigation":[23],"clinical":[25],"practice.":[26],"Recently,":[27],"deep":[28,71,77,115,150],"is":[30],"emerging":[31],"as":[32,84],"a":[33,55],"leading":[34],"machine":[35],"tool":[37],"vision":[40],"has":[42],"attracted":[43],"considerable":[44],"attention":[45],"biomedical":[47],"analysis.":[49,65,92],"In":[50,93,131],"this":[51,58],"paper,":[52],"we":[53,95,133],"provide":[54],"snapshot":[56],"fast-growing":[59],"field,":[60],"specifically":[61],"for":[62,124],"We":[66],"briefly":[67],"introduce":[68],"the":[69,97,100,135,139],"popular":[70],"neural":[72,104,110],"networks":[73],"summarize":[75],"current":[76],"achievements":[79],"various":[81,128],"tasks,":[82],"such":[83],"detection,":[85],"segmentation,":[86],"classification":[88],"particular,":[94],"explain":[96],"architectures":[98],"principles":[101],"convolutional":[103,107],"networks,":[105,108,111,117],"fully":[106],"recurrent":[109],"stacked":[112],"autoencoders,":[113],"belief":[116],"interpret":[119],"their":[120],"formulations":[121],"or":[122],"modelings":[123],"specific":[125],"tasks":[126],"on":[127],"images.":[130],"addition,":[132],"discuss":[134],"open":[136],"challenges":[137],"potential":[140],"trends":[141],"future":[143],"research":[144],"using":[149],"learning.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":52},{"year":2024,"cited_by_count":58},{"year":2023,"cited_by_count":73},{"year":2022,"cited_by_count":73},{"year":2021,"cited_by_count":68},{"year":2020,"cited_by_count":65},{"year":2019,"cited_by_count":31},{"year":2018,"cited_by_count":19}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
