{"id":"https://openalex.org/W2619004901","doi":"https://doi.org/10.1007/s10278-017-9978-1","title":"Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys","display_name":"Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys","publication_year":2017,"publication_date":"2017-05-26","ids":{"openalex":"https://openalex.org/W2619004901","doi":"https://doi.org/10.1007/s10278-017-9978-1","mag":"2619004901","pmid":"https://pubmed.ncbi.nlm.nih.gov/28550374"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-017-9978-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-017-9978-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-017-9978-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-017-9978-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016336723","display_name":"Timothy L. Kline","orcid":"https://orcid.org/0000-0002-7917-9853"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Timothy L. Kline","raw_affiliation_strings":["Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA. kline.timothy@mayo.edu","Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA"],"raw_orcid":"https://orcid.org/0000-0002-7917-9853","affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA. kline.timothy@mayo.edu","institution_ids":["https://openalex.org/I1330342723"]},{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053303391","display_name":"Panagiotis Korfiatis","orcid":"https://orcid.org/0000-0003-2516-1751"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis Korfiatis","raw_affiliation_strings":["Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022521067","display_name":"Marie E. Edwards","orcid":null},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marie E. Edwards","raw_affiliation_strings":["Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051197194","display_name":"Jaime D. Blais","orcid":null},"institutions":[{"id":"https://openalex.org/I1296342797","display_name":"Pharmaceutical Product Development (United States)","ror":"https://ror.org/01sjx9496","country_code":"US","type":"company","lineage":["https://openalex.org/I1296342797"]},{"id":"https://openalex.org/I4210086062","display_name":"Otsuka (United States)","ror":"https://ror.org/00ew4na22","country_code":"US","type":"company","lineage":["https://openalex.org/I114030911","https://openalex.org/I4210086062"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime D. Blais","raw_affiliation_strings":["Otsuka Pharmaceutical Development & Commercialization Inc., Rockville, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otsuka Pharmaceutical Development & Commercialization Inc., Rockville, MD, USA","institution_ids":["https://openalex.org/I1296342797","https://openalex.org/I4210086062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016444110","display_name":"Frank S. Czerwiec","orcid":null},"institutions":[{"id":"https://openalex.org/I1296342797","display_name":"Pharmaceutical Product Development (United States)","ror":"https://ror.org/01sjx9496","country_code":"US","type":"company","lineage":["https://openalex.org/I1296342797"]},{"id":"https://openalex.org/I4210086062","display_name":"Otsuka (United States)","ror":"https://ror.org/00ew4na22","country_code":"US","type":"company","lineage":["https://openalex.org/I114030911","https://openalex.org/I4210086062"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frank S. Czerwiec","raw_affiliation_strings":["Otsuka Pharmaceutical Development & Commercialization Inc., Rockville, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otsuka Pharmaceutical Development & Commercialization Inc., Rockville, MD, USA","institution_ids":["https://openalex.org/I1296342797","https://openalex.org/I4210086062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002238355","display_name":"Peter C. Harris","orcid":"https://orcid.org/0000-0002-5304-6593"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter C. Harris","raw_affiliation_strings":["Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111917082","display_name":"Bernard F. King","orcid":null},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernard F. King","raw_affiliation_strings":["Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070149489","display_name":"Vicente E. Torres","orcid":"https://orcid.org/0000-0003-2008-1576"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vicente E. Torres","raw_affiliation_strings":["Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology and Hypertension, Mayo Clinic College of Medicine, Rochester, MN, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008832314","display_name":"Bradley J. Erickson","orcid":"https://orcid.org/0000-0001-7926-6095"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley J. Erickson","raw_affiliation_strings":["Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5016336723"],"corresponding_institution_ids":["https://openalex.org/I1330342723"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":10.584,"has_fulltext":true,"cited_by_count":144,"citation_normalized_percentile":{"value":0.98508222,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"30","issue":"4","first_page":"442","last_page":"448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11412","display_name":"Genetic and Kidney Cyst Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11412","display_name":"Genetic and Kidney Cyst Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11174","display_name":"Pediatric Urology and Nephrology Studies","score":0.9944999814033508,"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8034656643867493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7333707809448242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.722938060760498},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6133114099502563},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5659238696098328},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4428028464317322},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40428993105888367},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3842677175998688}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8034656643867493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7333707809448242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.722938060760498},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6133114099502563},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5659238696098328},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4428028464317322},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40428993105888367},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3842677175998688}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007668","descriptor_name":"Kidney","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007690","descriptor_name":"Polycystic Kidney Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007690","descriptor_name":"Polycystic Kidney Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007690","descriptor_name":"Polycystic Kidney Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-017-9978-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-017-9978-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-017-9978-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:28550374","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28550374","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":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:5537093","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5537093","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-017-9978-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-017-9978-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-017-9978-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2763116412","display_name":null,"funder_award_id":"DK090728","funder_id":"https://openalex.org/F4320306478","funder_display_name":"PKD Foundation"},{"id":"https://openalex.org/G3531289709","display_name":null,"funder_award_id":"DK090728","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G4586806373","display_name":null,"funder_award_id":"P30 DK090728","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G4933272194","display_name":null,"funder_award_id":"DK090728","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5658432884","display_name":null,"funder_award_id":"P30 DK090728","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6290558904","display_name":null,"funder_award_id":"CA160045","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7637728122","display_name":null,"funder_award_id":"206g16a","funder_id":"https://openalex.org/F4320306478","funder_display_name":"PKD Foundation"},{"id":"https://openalex.org/G7783623847","display_name":null,"funder_award_id":"CA160045","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320306478","display_name":"PKD Foundation","ror":"https://ror.org/05g0xkn45"},{"id":"https://openalex.org/F4320324177","display_name":"Otsuka Pharmaceutical","ror":"https://ror.org/013k5y296"},{"id":"https://openalex.org/F4320327566","display_name":"Mitsubishi Tanabe Pharma Corporation","ror":"https://ror.org/038ehsm73"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2619004901.pdf","grobid_xml":"https://content.openalex.org/works/W2619004901.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W855272188","https://openalex.org/W1818809792","https://openalex.org/W1901129140","https://openalex.org/W1922782512","https://openalex.org/W1997286719","https://openalex.org/W1998186676","https://openalex.org/W2036109700","https://openalex.org/W2036935323","https://openalex.org/W2046056307","https://openalex.org/W2049803723","https://openalex.org/W2053094829","https://openalex.org/W2054102518","https://openalex.org/W2055919784","https://openalex.org/W2078374899","https://openalex.org/W2082060108","https://openalex.org/W2101067234","https://openalex.org/W2112643254","https://openalex.org/W2129253605","https://openalex.org/W2135100794","https://openalex.org/W2135415684","https://openalex.org/W2143108257","https://openalex.org/W2172223249","https://openalex.org/W2253429366","https://openalex.org/W2345010043","https://openalex.org/W2465911561","https://openalex.org/W2581082771","https://openalex.org/W2586813559","https://openalex.org/W2589086700","https://openalex.org/W2615480208","https://openalex.org/W2919115771","https://openalex.org/W3021964512"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W4379231730","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Deep":[0],"learning":[1,59,144],"techniques":[2,21,145],"are":[3,22,126],"being":[4],"rapidly":[5],"applied":[6],"to":[7,15,28,111,119,128,149,182],"medical":[8],"imaging":[9,68,88],"tasks-from":[10],"organ":[11],"and":[12,17,90,123,132,154,186,194,210,212,254],"lesion":[13],"segmentation":[14,103,157,193,246,265],"tissue":[16],"tumor":[18],"classification.":[19],"These":[20],"becoming":[23],"the":[24,36,45,57,71,99,105,121,134,190,236,262],"leading":[25],"algorithmic":[26],"approaches":[27],"solve":[29],"inherently":[30],"difficult":[31],"image":[32],"processing":[33],"tasks.":[34],"Currently,":[35],"most":[37],"critical":[38],"requirement":[39],"for":[40,47,55,168,189,198,208,217,261],"successful":[41],"implementation":[42],"lies":[43],"in":[44,109,180],"need":[46],"relatively":[48],"large":[49],"datasets":[50],"that":[51,142,175],"can":[52,146],"be":[53,147,256],"used":[54,207,216],"training":[56,209],"deep":[58,143],"networks.":[60],"Based":[61],"on":[62],"our":[63],"initial":[64],"studies":[65],"of":[66,70,73,87,95,101,104,137,158,192,196,203,230,264,266],"MR":[67,173],"examinations":[69],"kidneys":[72,106,122,171,268],"patients":[74],"affected":[75],"by":[76,269],"polycystic":[77,96,159],"kidney":[78,114],"disease":[79],"(PKD),":[80],"we":[81,162],"have":[82],"generated":[83],"a":[84,164,177,248,259,270],"unique":[85],"database":[86],"data":[89],"corresponding":[91],"reference":[92,237],"standard":[93,238],"segmentations":[94],"kidneys.":[97,160],"In":[98],"study":[100],"PKD,":[102],"is":[107],"needed":[108,127],"order":[110,181],"measure":[112,124],"total":[113,202],"volume":[115,228],"(TKV).":[116],"Automated":[117],"methods":[118],"segment":[120],"TKV":[125,197],"increase":[129],"measurement":[130],"throughput":[131],"alleviate":[133],"inherent":[135],"variability":[136,253],"human-derived":[138],"measurements.":[139],"We":[140],"hypothesize":[141],"leveraged":[148],"perform":[150],"fast,":[151],"accurate,":[152],"reproducible,":[153],"fully":[155,165,244],"automated":[156,166,245],"Here,":[161],"describe":[163],"approach":[167,179],"segmenting":[169],"PKD":[170,199,267],"within":[172],"images":[174],"simulates":[176],"multi-observer":[178,220],"create":[183],"an":[184],"accurate":[185],"robust":[187],"method":[188,222],"task":[191,263],"computation":[195],"patients.":[200],"A":[201],"2000":[204],"cases":[205,214],"were":[206,215],"validation,":[211],"400":[213],"testing.":[218],"The":[219,240],"ensemble":[221],"had":[223],"mean":[224],"\u00b1":[225,232],"SD":[226],"percent":[227],"difference":[229],"0.68":[231],"2.2%":[233],"compared":[234],"with":[235,251],"segmentations.":[239],"complete":[241],"framework":[242],"performs":[243],"at":[247],"level":[249],"comparable":[250],"interobserver":[252],"could":[255],"considered":[257],"as":[258],"replacement":[260],"human.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
