{"id":"https://openalex.org/W2002882918","doi":"https://doi.org/10.1016/j.ymeth.2014.06.015","title":"Digital pathology and image analysis in tissue biomarker research","display_name":"Digital pathology and image analysis in tissue biomarker research","publication_year":2014,"publication_date":"2014-07-15","ids":{"openalex":"https://openalex.org/W2002882918","doi":"https://doi.org/10.1016/j.ymeth.2014.06.015","mag":"2002882918","pmid":"https://pubmed.ncbi.nlm.nih.gov/25034370"},"language":"en","primary_location":{"id":"doi:10.1016/j.ymeth.2014.06.015","doi":"https://doi.org/10.1016/j.ymeth.2014.06.015","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ymeth.2014.06.015","pdf_url":null,"source":{"id":"https://openalex.org/S73539393","display_name":"Methods","issn_l":"1046-2023","issn":["1046-2023","1095-9130"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Methods","raw_type":"journal-article"},"volume":null,"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/A5103413599","display_name":"Peter W. Hamilton","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Peter W. Hamilton","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom. Electronic address: p.hamilton@qub.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom. Electronic address: p.hamilton@qub.ac.uk","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055039884","display_name":"Peter Bankhead","orcid":"https://orcid.org/0000-0003-4851-8813","observed_orcids":["https://orcid.org/0000-0003-4851-8813"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Bankhead","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012268687","display_name":"Yinhai Wang","orcid":"https://orcid.org/0000-0002-4180-5628","observed_orcids":["https://orcid.org/0000-0002-4180-5628"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yinhai Wang","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057967476","display_name":"Ryan A. Hutchinson","orcid":"https://orcid.org/0000-0001-8742-5236","observed_orcids":["https://orcid.org/0000-0001-8742-5236"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ryan Hutchinson","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057327303","display_name":"Declan Kieran","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Declan Kieran","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039482198","display_name":"Darragh G. McArt","orcid":"https://orcid.org/0000-0001-6426-8776","observed_orcids":["https://orcid.org/0000-0001-6426-8776"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Darragh G. McArt","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053522042","display_name":"Jacqueline A. James","orcid":"https://orcid.org/0000-0002-6945-6060","observed_orcids":["https://orcid.org/0000-0002-6945-6060"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jacqueline James","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045420024","display_name":"Manuel Salto\u2010Tellez","orcid":"https://orcid.org/0000-0001-8586-282X","observed_orcids":["https://orcid.org/0000-0001-8586-282X"]},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manuel Salto-Tellez","raw_affiliation_strings":["Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cancer Research & Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103413599"],"corresponding_institution_ids":["https://openalex.org/I126231945"],"apc_list":{"value":3600,"currency":"USD","value_usd":3600},"apc_paid":null,"fwci":14.1103,"has_fulltext":false,"cited_by_count":191,"citation_normalized_percentile":{"value":0.9905566,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"70","issue":"1","first_page":"59","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.00039999998989515007,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":9.999999747378752e-05,"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/digital-pathology","display_name":"digital pathology","score":1.0},{"id":"https://openalex.org/keywords/image-analysis","display_name":"image analysis","score":0.9620000123977661},{"id":"https://openalex.org/keywords/tissue-biomarkers","display_name":"tissue biomarkers","score":0.9390000104904175},{"id":"https://openalex.org/keywords/whole-slide-imaging","display_name":"whole slide imaging","score":0.8059999942779541},{"id":"https://openalex.org/keywords/biomarker-discovery","display_name":"biomarker discovery","score":0.7839999794960022},{"id":"https://openalex.org/keywords/stratified-medicine","display_name":"stratified medicine","score":0.7990000247955322},{"id":"https://openalex.org/keywords/nuclear-morphometry","display_name":"nuclear morphometry","score":0.859000027179718},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"immunohistochemistry","score":0.9789999723434448},{"id":"https://openalex.org/keywords/fluorescence-imaging","display_name":"fluorescence imaging","score":0.7649999856948853},{"id":"https://openalex.org/keywords/companion-diagnostics","display_name":"companion diagnostics","score":0.828000009059906},{"id":"https://openalex.org/keywords/biobanking","display_name":"biobanking","score":0.8460000157356262},{"id":"https://openalex.org/keywords/tissue-microarray","display_name":"tissue microarray","score":0.8119999766349792},{"id":"https://openalex.org/keywords/molecular-profiling","display_name":"molecular profiling","score":0.8159999847412109},{"id":"https://openalex.org/keywords/preanalytical-variables","display_name":"pre-analytical variables","score":0.9869999885559082},{"id":"https://openalex.org/keywords/genotype-phenotype-integration","display_name":"genotype-phenotype integration","score":0.7889999747276306},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":0.9940000176429749}],"concepts":[{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.6986953616142273},{"id":"https://openalex.org/C116567970","wikidata":"https://www.wikidata.org/wiki/Q864217","display_name":"Biobank","level":2,"score":0.5835999250411987},{"id":"https://openalex.org/C2909954168","wikidata":"https://www.wikidata.org/wiki/Q860755","display_name":"Digital image analysis","level":2,"score":0.5505752563476562},{"id":"https://openalex.org/C124535831","wikidata":"https://www.wikidata.org/wiki/Q4915074","display_name":"Biomarker discovery","level":4,"score":0.5108503699302673},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.5097185969352722},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4963412880897522},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.4953700304031372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4907914102077484},{"id":"https://openalex.org/C2780416959","wikidata":"https://www.wikidata.org/wiki/Q22907415","display_name":"Companion diagnostic","level":3,"score":0.43261387944221497},{"id":"https://openalex.org/C74092355","wikidata":"https://www.wikidata.org/wiki/Q1056943","display_name":"Molecular pathology","level":3,"score":0.4150412380695343},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4082378149032593},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.35995298624038696},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35110199451446533},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2702091634273529},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2264590561389923},{"id":"https://openalex.org/C46111723","wikidata":"https://www.wikidata.org/wiki/Q471857","display_name":"Proteomics","level":3,"score":0.22469577193260193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10213080048561096},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08168292045593262},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005456","descriptor_name":"Fluorescent Dyes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005456","descriptor_name":"Fluorescent Dyes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005456","descriptor_name":"Fluorescent Dyes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018070","descriptor_name":"Biological Specimen Banks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018070","descriptor_name":"Biological Specimen Banks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018070","descriptor_name":"Biological Specimen Banks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046888","descriptor_name":"Tissue Array Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046888","descriptor_name":"Tissue Array Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046888","descriptor_name":"Tissue Array Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.ymeth.2014.06.015","doi":"https://doi.org/10.1016/j.ymeth.2014.06.015","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ymeth.2014.06.015","pdf_url":null,"source":{"id":"https://openalex.org/S73539393","display_name":"Methods","issn_l":"1046-2023","issn":["1046-2023","1095-9130"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Methods","raw_type":"journal-article"},{"id":"pmid:25034370","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25034370","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,"listed_in":[],"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":"Methods (San Diego, Calif.)","raw_type":"Journal Article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/5046f562-2e1a-4720-9763-9bf71bb3e3ad","doi":null,"is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/5046f562-2e1a-4720-9763-9bf71bb3e3ad","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hamilton, P W, Bankhead, P, Wang, Y, Hutchinson, R, Kieran, D, McArt, D G, James, J & Salto-Tellez, M 2014, 'Digital pathology and image analysis in tissue biomarker research', Methods, vol. 70, no. 1, pp. 59-73. https://doi.org/10.1016/j.ymeth.2014.06.015","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.49000000953674316}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W199710795","https://openalex.org/W1595268352","https://openalex.org/W1597336200","https://openalex.org/W1601798363","https://openalex.org/W1874405477","https://openalex.org/W1881198168","https://openalex.org/W1964885872","https://openalex.org/W1965277715","https://openalex.org/W1968030837","https://openalex.org/W1969045037","https://openalex.org/W1971327891","https://openalex.org/W1971399443","https://openalex.org/W1971804973","https://openalex.org/W1980054120","https://openalex.org/W1981793019","https://openalex.org/W1982056407","https://openalex.org/W1982401247","https://openalex.org/W1989790390","https://openalex.org/W1992494441","https://openalex.org/W1999582626","https://openalex.org/W2000259686","https://openalex.org/W2005108710","https://openalex.org/W2007574186","https://openalex.org/W2015823489","https://openalex.org/W2017331250","https://openalex.org/W2024087792","https://openalex.org/W2027123781","https://openalex.org/W2030713086","https://openalex.org/W2037128972","https://openalex.org/W2040215246","https://openalex.org/W2040801510","https://openalex.org/W2045143812","https://openalex.org/W2048968466","https://openalex.org/W2053437888","https://openalex.org/W2056258039","https://openalex.org/W2057593405","https://openalex.org/W2065929615","https://openalex.org/W2066490365","https://openalex.org/W2075203982","https://openalex.org/W2076617429","https://openalex.org/W2078784420","https://openalex.org/W2080783895","https://openalex.org/W2081197708","https://openalex.org/W2091913483","https://openalex.org/W2095000512","https://openalex.org/W2097324774","https://openalex.org/W2100876371","https://openalex.org/W2106642283","https://openalex.org/W2114319457","https://openalex.org/W2141201649","https://openalex.org/W2144535237","https://openalex.org/W2150134401","https://openalex.org/W2150391295","https://openalex.org/W2150575159","https://openalex.org/W2161539621","https://openalex.org/W2166581609","https://openalex.org/W2168768703","https://openalex.org/W2288763477","https://openalex.org/W2338576551","https://openalex.org/W2407174580","https://openalex.org/W2993301107"],"related_works":["https://openalex.org/W4295065846","https://openalex.org/W2912814480","https://openalex.org/W3152840679","https://openalex.org/W4251451958","https://openalex.org/W2401950214","https://openalex.org/W4293087513","https://openalex.org/W2982927821","https://openalex.org/W4384525864","https://openalex.org/W4211206772","https://openalex.org/W2487247965"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
