{"id":"https://openalex.org/W2053164722","doi":"https://doi.org/10.1109/isbi.2014.6867848","title":"Auto-encoding of discriminating morphometry from cardiac MRI","display_name":"Auto-encoding of discriminating morphometry from cardiac MRI","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2053164722","doi":"https://doi.org/10.1109/isbi.2014.6867848","mag":"2053164722","pmid":"https://pubmed.ncbi.nlm.nih.gov/28593032"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2014.6867848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867848","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","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/A5068927047","display_name":"Dong Hye Ye","orcid":"https://orcid.org/0000-0002-9186-4095"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dong Hye Ye","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Purdue University","Department of Electrical and Computer Engineering, Purdue University#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University#TAB#","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102851427","display_name":"Benoit Desjardins","orcid":"https://orcid.org/0000-0003-0693-4982"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benoit Desjardins","raw_affiliation_strings":["Department of Radiology, University of Pennsylvania","Department of Radiology, University of Pennsylvania;"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania;","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061713920","display_name":"Victor A. Ferrari","orcid":"https://orcid.org/0000-0001-8696-3243"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Ferrari","raw_affiliation_strings":["Department of Radiology, University of Pennsylvania","Department of Radiology, University of Pennsylvania;"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania;","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109600054","display_name":"Dimitris Metaxas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dimitris Metaxas","raw_affiliation_strings":["Department of Computer Science, Rutgers University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055107125","display_name":"Kilian M. Pohl","orcid":"https://orcid.org/0000-0001-5416-5159"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kilian M. Pohl","raw_affiliation_strings":["SRI International & Department of Psychiatry and Behavioral Sciences, Stanford University"],"affiliations":[{"raw_affiliation_string":"SRI International & Department of Psychiatry and Behavioral Sciences, Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068927047"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.2683,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63008936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2014","issue":null,"first_page":"217","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9905999898910522,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9905999898910522,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9793000221252441,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9534000158309937,"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/encoding","display_name":"Encoding (memory)","score":0.670312225818634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728431940078735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5057861804962158},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45740512013435364},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37906789779663086}],"concepts":[{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.670312225818634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728431940078735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5057861804962158},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45740512013435364},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37906789779663086}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2014.6867848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867848","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmid:28593032","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28593032","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:4309008","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5459374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W176001301","https://openalex.org/W1585930482","https://openalex.org/W1969803895","https://openalex.org/W1972785384","https://openalex.org/W2001141328","https://openalex.org/W2095905764","https://openalex.org/W2117340355","https://openalex.org/W2119821739","https://openalex.org/W2119848633","https://openalex.org/W2147673683","https://openalex.org/W2151759281","https://openalex.org/W2154053567","https://openalex.org/W2167393047","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"We":[0,58,72],"propose":[1],"a":[2,46,74,98],"fully-automatic":[3],"morphometric":[4,39,109],"encoding":[5,102],"targeted":[6],"towards":[7],"differentiating":[8],"diseased":[9,89],"from":[10,90,114],"healthy":[11,91,112],"cardiac":[12],"MRI.":[13],"Existing":[14],"encodings":[15],"rely":[16],"on":[17],"accurate":[18,106],"segmentations":[19],"of":[20,45,118],"each":[21,77],"scan.":[22,48],"Segmentation":[23],"generally":[24],"includes":[25],"labour-intensive":[26],"editing":[27],"and":[28,35,79,97,122],"increases":[29],"the":[30,43,55,61,66,70,81],"risk":[31],"associated":[32],"with":[33,85,94,116],"intra-":[34],"inter-rater":[36],"variability.":[37],"Our":[38],"framework":[40],"only":[41],"requires":[42],"segmentation":[44],"template":[47,50],"This":[49],"is":[51,103],"non-rigidly":[52],"registered":[53],"to":[54,65,87],"other":[56],"scans.":[57,92],"then":[59],"confine":[60],"resulting":[62],"deformation":[63],"maps":[64],"regions":[67],"outlined":[68],"by":[69],"segmentations.":[71],"learn":[73],"manifold":[75],"for":[76],"region":[78],"identify":[80],"most":[82],"informative":[83],"coordinates":[84],"respect":[86],"distinguishing":[88,111],"Compared":[93],"volumetric":[95],"measurements":[96],"deformation-based":[99],"score,":[100],"this":[101],"much":[104],"more":[105],"in":[107],"capturing":[108],"patterns":[110],"subjects":[113],"those":[115],"Tetralogy":[117],"Fallot,":[119],"diastolic":[120],"dysfunction,":[121],"hypertrophic":[123],"cardiomyopathy.":[124]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}