{"id":"https://openalex.org/W2979512066","doi":"https://doi.org/10.1109/embc.2019.8857955","title":"Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images","display_name":"Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979512066","doi":"https://doi.org/10.1109/embc.2019.8857955","mag":"2979512066","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946051"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5080161214","display_name":"Yu Zhao","orcid":"https://orcid.org/0000-0001-8179-4903"},"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":"Yu Zhao","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012025332","display_name":"Andrei Gafita","orcid":"https://orcid.org/0000-0002-4865-9192"},"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":"Andrei Gafita","raw_affiliation_strings":["Department of Nuclear Medicine, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041719713","display_name":"Giles Tetteh","orcid":null},"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":"Giles Tetteh","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020205775","display_name":"Fabian Haupt","orcid":"https://orcid.org/0000-0002-2401-922X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fabian Haupt","raw_affiliation_strings":["Department of Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061816724","display_name":"Ali Afshar\u2010Oromieh","orcid":"https://orcid.org/0000-0002-4492-4243"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ali Afshar-Oromieh","raw_affiliation_strings":["Department of Nuclear Medicine, Heidelberg University Hospital, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002068604","display_name":"Bjoern Menze","orcid":"https://orcid.org/0000-0003-4136-5690"},"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":"Bjoern Menze","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067941796","display_name":"Matthias Eiber","orcid":"https://orcid.org/0000-0003-2130-644X"},"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":"Matthias Eiber","raw_affiliation_strings":["Department of Nuclear Medicine, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065710231","display_name":"Axel Rominger","orcid":"https://orcid.org/0000-0002-1954-736X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Axel Rominger","raw_affiliation_strings":["Department of Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083651238","display_name":"Kuangyu Shi","orcid":"https://orcid.org/0000-0002-8714-3084"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kuangyu Shi","raw_affiliation_strings":["Department of Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5263,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71532833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"521","issue":null,"first_page":"951","last_page":"954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11395","display_name":"Radiopharmaceutical Chemistry and Applications","score":0.9954000115394592,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9692000150680542,"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/prostate-cancer","display_name":"Prostate cancer","score":0.7861826419830322},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7251898646354675},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6173285841941833},{"id":"https://openalex.org/keywords/lymph-node","display_name":"Lymph node","score":0.5978748202323914},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5025925636291504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4962690472602844},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48288798332214355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45777177810668945},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3781610131263733},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37089961767196655},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3680928945541382},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19583743810653687},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14124903082847595}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.7861826419830322},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7251898646354675},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6173285841941833},{"id":"https://openalex.org/C2780849966","wikidata":"https://www.wikidata.org/wiki/Q170758","display_name":"Lymph node","level":2,"score":0.5978748202323914},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5025925636291504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4962690472602844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48288798332214355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45777177810668945},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3781610131263733},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37089961767196655},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3680928945541382},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19583743810653687},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14124903082847595},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004492","descriptor_name":"Edetic Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004492","descriptor_name":"Edetic Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004492","descriptor_name":"Edetic Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005709","descriptor_name":"Gallium Isotopes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005709","descriptor_name":"Gallium Isotopes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005709","descriptor_name":"Gallium Isotopes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005710","descriptor_name":"Gallium Radioisotopes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005710","descriptor_name":"Gallium Radioisotopes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005710","descriptor_name":"Gallium Radioisotopes","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":"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":"D008562","descriptor_name":"Membrane Glycoproteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008562","descriptor_name":"Membrane Glycoproteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008562","descriptor_name":"Membrane Glycoproteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009942","descriptor_name":"Organometallic Compounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009942","descriptor_name":"Organometallic Compounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009942","descriptor_name":"Organometallic Compounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2019.8857955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946051","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946051","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:boris.unibe.ch:149135","is_oa":false,"landing_page_url":"https://boris.unibe.ch/149135/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, Yu; Gafita, Andrei; Tetteh, Giles; Haupt, Fabian; Afshar Oromieh, Ali; Menze, Bjoern; Eiber, Matthias; Rominger, Axel; Shi, Kuangyu (2019). Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, pp. 951-954. IEEE 10.1109/EMBC.2019.8857955 &lt;http://dx.doi.org/10.1109/EMBC.2019.8857955&gt;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1587182","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1587182","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2155888888","https://openalex.org/W2167510172","https://openalex.org/W2175765437","https://openalex.org/W2287868019","https://openalex.org/W2502312327","https://openalex.org/W2533800772","https://openalex.org/W2613041730","https://openalex.org/W2619811894","https://openalex.org/W2752389930","https://openalex.org/W2773727367","https://openalex.org/W2782993895","https://openalex.org/W2801040614","https://openalex.org/W2919115771","https://openalex.org/W2962914239","https://openalex.org/W2963276418","https://openalex.org/W4211087830","https://openalex.org/W6639824700","https://openalex.org/W6684372118","https://openalex.org/W6748542448"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W299695548","https://openalex.org/W4403381637","https://openalex.org/W2384122898","https://openalex.org/W151774199","https://openalex.org/W3015759778","https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832"],"abstract_inverted_index":{"The":[0,137],"emerging":[1],"PSMA-targeted":[2],"radionuclide":[3],"therapy":[4],"provides":[5],"an":[6,71],"effective":[7],"method":[8],"for":[9,107,132],"the":[10,19,24,78,111,119,128,144,151,159,162],"treatment":[11],"of":[12,50,52,62,121,134,146,153,161],"advanced":[13],"metastatic":[14,98],"prostate":[15,79,99,135],"cancer.":[16,136],"To":[17],"optimize":[18],"therapeutic":[20],"effect":[21],"and":[22,33,55,109,123],"maximize":[23],"theranostic":[25],"benefit,":[26],"there":[27],"is":[28,42],"a":[29,47,60],"need":[30],"to":[31,38,76],"identify":[32],"quantify":[34],"target":[35],"lesions":[36,51,81,126],"prior":[37],"treatment.":[39],"However,":[40],"this":[41],"extremely":[43],"challenging":[44],"considering":[45],"that":[46],"high":[48],"number":[49],"heterogeneous":[53],"size":[54],"uptake":[56],"may":[57,156],"distribute":[58],"in":[59,127],"variety":[61],"anatomical":[63],"context":[64],"with":[65,97],"different":[66],"backgrounds.":[67],"This":[68],"study":[69],"proposes":[70],"end-to-end":[72],"deep":[73,147,164],"neural":[74],"network":[75],"characterize":[77],"cancer":[80,100],"on":[82,118,140],"PSMA":[83],"imaging":[84],"automatically.":[85],"A":[86],"<sup":[87],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">68</sup>":[89],"Ga-PSMA-11":[90],"PET/CT":[91],"image":[92],"dataset":[93],"including":[94],"71":[95],"patients":[96],"was":[101],"collected":[102],"from":[103],"three":[104],"medical":[105],"centres":[106],"training":[108,154],"evaluating":[110],"proposed":[112,163],"network.":[113],"For":[114],"proof-of-concept,":[115],"we":[116],"focus":[117],"detection":[120],"bone":[122],"lymph":[124],"node":[125],"pelvic":[129,141],"area":[130,142],"suggestive":[131],"metastases":[133],"preliminary":[138],"test":[139],"confirms":[143],"potential":[145],"learning":[148,165],"methods.":[149],"Increasing":[150],"amount":[152],"data":[155],"further":[157],"enhance":[158],"performance":[160],"method.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
