{"id":"https://openalex.org/W4225759407","doi":"https://doi.org/10.1117/12.2611827","title":"Inpainting missing tissue in multiplexed immunofluorescence imaging","display_name":"Inpainting missing tissue in multiplexed immunofluorescence imaging","publication_year":2022,"publication_date":"2022-04-04","ids":{"openalex":"https://openalex.org/W4225759407","doi":"https://doi.org/10.1117/12.2611827","pmid":"https://pubmed.ncbi.nlm.nih.gov/35531320"},"language":"en","primary_location":{"id":"doi:10.1117/12.2611827","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2611827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Digital and Computational Pathology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9070577","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048972725","display_name":"Shunxing Bao","orcid":"https://orcid.org/0000-0001-6376-4292"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shunxing Bao","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037478865","display_name":"Yucheng Tang","orcid":"https://orcid.org/0000-0002-6008-9700"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yucheng Tang","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051208155","display_name":"Ho Hin Lee","orcid":"https://orcid.org/0000-0002-7378-2379"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ho Hin Lee","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078051038","display_name":"Riqiang Gao","orcid":"https://orcid.org/0000-0002-8729-1941"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riqiang Gao","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017401496","display_name":"Qi Yang","orcid":"https://orcid.org/0000-0003-0530-0515"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Yang","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003076238","display_name":"Xin Yu","orcid":"https://orcid.org/0000-0002-0269-5649"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Yu","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005241662","display_name":"Sophie Chiron","orcid":null},"institutions":[{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophie Chiron","raw_affiliation_strings":["Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","Vanderbilt Univ. Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073353188","display_name":"Lori A. Coburn","orcid":"https://orcid.org/0000-0003-3249-9806"},"institutions":[{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]},{"id":"https://openalex.org/I4210101790","display_name":"VA Tennessee Valley Healthcare System","ror":"https://ror.org/01c9rqr26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210101790","https://openalex.org/I4210112672"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori A. Coburn","raw_affiliation_strings":["Dept. of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA","Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","Vanderbilt Center for Mucosal Inflammation and Cancer, Nashville, TN, USA","Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA","Vanderbilt Ctr. for Mucosal Inflammation and Cancer (United States)","Vanderbilt Univ. Medical Ctr. (United States)","Veterans Affairs Tennessee Valley Healthcare System (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":[]},{"raw_affiliation_string":"Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt Center for Mucosal Inflammation and Cancer, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210101790"]},{"raw_affiliation_string":"Vanderbilt Ctr. for Mucosal Inflammation and Cancer (United States)","institution_ids":[]},{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Veterans Affairs Tennessee Valley Healthcare System (United States)","institution_ids":["https://openalex.org/I4210101790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036231550","display_name":"Keith T. Wilson","orcid":"https://orcid.org/0000-0003-4421-1830"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]},{"id":"https://openalex.org/I4210101790","display_name":"VA Tennessee Valley Healthcare System","ror":"https://ror.org/01c9rqr26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210101790","https://openalex.org/I4210112672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith T. Wilson","raw_affiliation_strings":["Dept. of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA","Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN, USA","Vanderbilt Center for Mucosal Inflammation and Cancer, Nashville, TN, USA","Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA","Vanderbilt Ctr. for Mucosal Inflammation and Cancer (United States)","Vanderbilt Univ. (United States)","Vanderbilt Univ. Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":[]},{"raw_affiliation_string":"Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Center for Mucosal Inflammation and Cancer, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210101790"]},{"raw_affiliation_string":"Vanderbilt Ctr. for Mucosal Inflammation and Cancer (United States)","institution_ids":[]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038262486","display_name":"Joseph T. Roland","orcid":"https://orcid.org/0000-0001-9977-0520"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph T. Roland","raw_affiliation_strings":["Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA","Vanderbilt Univ. Medical Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075735203","display_name":"Bennett A. Landman","orcid":"https://orcid.org/0000-0001-5733-2127"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bennett A. Landman","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067191302","display_name":"Yuankai Huo","orcid":"https://orcid.org/0000-0002-2096-8065"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuankai Huo","raw_affiliation_strings":["Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","Vanderbilt Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5048972725"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":null,"apc_paid":null,"fwci":0.11,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41558078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11601","issue":null,"first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9968000054359436,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7019785046577454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5588988661766052},{"id":"https://openalex.org/keywords/multiplex","display_name":"Multiplex","score":0.5333307385444641},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5117699503898621},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.50046706199646},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.49306628108024597},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.4802406430244446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4440213441848755},{"id":"https://openalex.org/keywords/immunofluorescence","display_name":"Immunofluorescence","score":0.4352931082248688},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.3339334726333618},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3256368041038513},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2769731283187866},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.25786852836608887},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1559402346611023},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1360136866569519},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09425535798072815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0913051962852478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7019785046577454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5588988661766052},{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.5333307385444641},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5117699503898621},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.50046706199646},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.49306628108024597},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4802406430244446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4440213441848755},{"id":"https://openalex.org/C2778236600","wikidata":"https://www.wikidata.org/wiki/Q592324","display_name":"Immunofluorescence","level":3,"score":0.4352931082248688},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.3339334726333618},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3256368041038513},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2769731283187866},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.25786852836608887},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1559402346611023},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1360136866569519},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09425535798072815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0913051962852478},{"id":"https://openalex.org/C159654299","wikidata":"https://www.wikidata.org/wiki/Q79460","display_name":"Antibody","level":2,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2611827","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2611827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Digital and Computational Pathology","raw_type":"proceedings-article"},{"id":"pmid:35531320","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35531320","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 of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9070577","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9070577","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SPIE Int Soc Opt Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9070577","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9070577","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SPIE Int Soc Opt Eng","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W595827679","https://openalex.org/W2092772483","https://openalex.org/W2112635226","https://openalex.org/W2160041854","https://openalex.org/W2193067168","https://openalex.org/W2208471067","https://openalex.org/W2539630895","https://openalex.org/W2901936680","https://openalex.org/W2948141910","https://openalex.org/W3089596341","https://openalex.org/W3106175743","https://openalex.org/W3129370817","https://openalex.org/W3130546504","https://openalex.org/W3142208146","https://openalex.org/W4234552385","https://openalex.org/W6729966448","https://openalex.org/W6747400857","https://openalex.org/W6747977641","https://openalex.org/W6751567958","https://openalex.org/W6757703924","https://openalex.org/W6763148875","https://openalex.org/W6788428145","https://openalex.org/W6790817641","https://openalex.org/W6790969535","https://openalex.org/W6794388839"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W2244018504","https://openalex.org/W4242046654","https://openalex.org/W3174923100","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W4298074124","https://openalex.org/W3043695311","https://openalex.org/W4294738915"],"abstract_inverted_index":{"Multiplex":[0],"immunofluorescence":[1],"(MxIF)":[2],"is":[3,33,118,130,178],"an":[4],"emerging":[5],"technique":[6],"that":[7,35,131,177,185],"allows":[8],"for":[9,62,133,162,180],"staining":[10,29],"multiple":[11,26],"cellular":[12],"and":[13,30,93],"histological":[14],"markers":[15,90],"to":[16,81,104],"stain":[17],"simultaneously":[18],"on":[19,160,173],"a":[20,44,98,188],"single":[21],"tissue":[22,38,51,108,165,175],"section.":[23],"However,":[24],"with":[25,156,195],"rounds":[27],"of":[28,47,74,115,140,191],"bleaching,":[31],"it":[32,56,170],"inevitable":[34],"the":[36,59,63,72,106,110,122,134,138,157,163],"scarce":[37],"may":[39],"be":[40,53],"physically":[41],"depleted.":[42],"Thus,":[43],"digital":[45],"way":[46],"synthesizing":[48,141],"such":[49],"missing":[50,83,107,142,164],"would":[52,57],"appealing":[54],"since":[55],"increase":[58],"useable":[60],"areas":[61],"downstream":[64,123],"single-cell":[65],"analysis.":[66],"In":[67],"this":[68],"work,":[69],"we":[70,96],"investigate":[71],"feasibility":[73,139],"employing":[75],"generative":[76],"adversarial":[77],"network":[78],"(GAN)":[79],"approaches":[80],"synthesize":[82,105],"tissues":[84,143],"using":[85],"11":[86],"MxIF":[87,145,193],"structural":[88],"molecular":[89],"(i.e.,":[91],"epithelial":[92],"stromal).":[94],"Briefly,":[95],"integrate":[97],"multi-channel":[99],"high-resolution":[100],"image":[101,197],"synthesis":[102,151,176],"approach":[103],"from":[109],"remaining":[111],"markers.":[112],"The":[113,149],"performance":[114,161],"different":[116],"methods":[117],"quantitatively":[119],"evaluated":[120],"via":[121,146],"cell":[124],"membrane":[125],"segmentation":[126],"task.":[127],"Our":[128],"contribution":[129],"we,":[132],"first":[135],"time,":[136],"assess":[137],"in":[144],"quantitative":[147],"segmentation.":[148],"proposed":[150],"method":[152,159],"has":[153],"comparable":[154],"reproducibility":[155],"baseline":[158],"region":[166],"reconstruction":[167],"only,":[168],"but":[169],"improves":[171],"40%":[172],"whole":[174],"crucial":[179],"practical":[181],"application.":[182],"We":[183],"conclude":[184],"GANs":[186],"are":[187],"promising":[189],"direction":[190],"advancing":[192],"imaging":[194],"deep":[196],"synthesis.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
