{"id":"https://openalex.org/W2611197392","doi":"https://doi.org/10.1007/978-3-319-66179-7_27","title":"Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data","display_name":"Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2611197392","doi":"https://doi.org/10.1007/978-3-319-66179-7_27","mag":"2611197392"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-66179-7_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66179-7_27","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1705.00938","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101502724","display_name":"Abhijit Guha Roy","orcid":"https://orcid.org/0000-0001-7221-468X"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["DE","IN"],"is_corresponding":true,"raw_author_name":"Abhijit Guha Roy","raw_affiliation_strings":["Artificial Intelligence in Medical Imaging (AI-Med), KJP, LMU M\u00fcnchen, Munich, Germany","Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Indian Institute of Technology Kharagpur, Kharagpur, WB, India","Technische Universit\u00e4t M\u00fcnchen","Indian Institute of Technology Kharagpur"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence in Medical Imaging (AI-Med), KJP, LMU M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, Kharagpur, WB, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Indian Institute of Technology Kharagpur","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056241875","display_name":"Sailesh Conjeti","orcid":"https://orcid.org/0000-0003-3442-0225"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sailesh Conjeti","raw_affiliation_strings":["Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Technische Universit\u00e4t Munch\u00ebn"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Technische Universit\u00e4t Munch\u00ebn","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010986022","display_name":"Debdoot Sheet","orcid":"https://orcid.org/0000-0001-9046-149X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debdoot Sheet","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, Kharagpur, WB, India","Indian Institute of Technology\u2013Kharagpur"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, Kharagpur, WB, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Technology\u2013Kharagpur","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064644786","display_name":"Amin Katouzian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amin Katouzian","raw_affiliation_strings":["IBM Almaden Research Center, Almaden, USA","IBM Almaden Res Center"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Almaden Res Center","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Johns Hopkins University","Technische Universit\u00e4t M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069195910","display_name":"Christian Wachinger","orcid":"https://orcid.org/0000-0002-3652-1874"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wachinger","raw_affiliation_strings":["Artificial Intelligence in Medical Imaging (AI-Med), KJP, LMU M\u00fcnchen, Munich, Germany","KJP, LMU M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence in Medical Imaging (AI-Med), KJP, LMU M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"KJP, LMU M\u00fcnchen","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101502724"],"corresponding_institution_ids":["https://openalex.org/I145894827","https://openalex.org/I62916508","https://openalex.org/I8204097"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.9911,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98438371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"231","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.8269926309585571},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7574546337127686},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.7532137632369995},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7314508557319641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.686945378780365},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6606264114379883},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5500940680503845},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5185933113098145},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48325449228286743},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4277946949005127},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39771270751953125},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2646741569042206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8269926309585571},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7574546337127686},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.7532137632369995},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7314508557319641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.686945378780365},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6606264114379883},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5500940680503845},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5185933113098145},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48325449228286743},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4277946949005127},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39771270751953125},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2646741569042206}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-66179-7_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66179-7_27","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"},{"id":"pmh:oai:arXiv.org:1705.00938","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1705.00938","pdf_url":"https://arxiv.org/pdf/1705.00938","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1705.00938","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1705.00938","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2611197392","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1705.00938","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1705.00938","pdf_url":"https://arxiv.org/pdf/1705.00938","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1910109443","https://openalex.org/W2004293194","https://openalex.org/W2019587683","https://openalex.org/W2100209835","https://openalex.org/W2124260444","https://openalex.org/W2170500377","https://openalex.org/W2255967141","https://openalex.org/W2432481613","https://openalex.org/W2567599812","https://openalex.org/W2589647984","https://openalex.org/W2952539962","https://openalex.org/W2952632681","https://openalex.org/W2952637581","https://openalex.org/W2962914239","https://openalex.org/W2963881378"],"related_works":["https://openalex.org/W2963884380","https://openalex.org/W1901129140","https://openalex.org/W2589647984","https://openalex.org/W1969094805","https://openalex.org/W2150534249","https://openalex.org/W2618677231","https://openalex.org/W2004293194","https://openalex.org/W1903029394","https://openalex.org/W3104258355","https://openalex.org/W2963881378","https://openalex.org/W2963446712","https://openalex.org/W2952584647","https://openalex.org/W2342591535","https://openalex.org/W2301358467","https://openalex.org/W3122349775","https://openalex.org/W3162595961","https://openalex.org/W2883718946","https://openalex.org/W2946753234","https://openalex.org/W3161245893","https://openalex.org/W1884191083"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":13}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2022-10-04T00:00:00"}