{"id":"https://openalex.org/W4365504611","doi":"https://doi.org/10.1007/s10278-023-00797-x","title":"DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs","display_name":"DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4365504611","doi":"https://doi.org/10.1007/s10278-023-00797-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/37059892"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-023-00797-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-023-00797-x","pdf_url":null,"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":null,"license_id":null,"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":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10406762/pdf/10278_2023_Article_797.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035672070","display_name":"Ahsan Baidar Bakht","orcid":"https://orcid.org/0000-0002-9079-0960"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ahsan Baidar Bakht","raw_affiliation_strings":["Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates. ahsan.bakht@ku.ac.ae","Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-9079-0960","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates. ahsan.bakht@ku.ac.ae","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071515463","display_name":"Sajid Javed","orcid":"https://orcid.org/0000-0002-0036-2875"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sajid Javed","raw_affiliation_strings":["Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073878997","display_name":"Syed Qasim Gilani","orcid":"https://orcid.org/0000-0001-7863-6648"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Qasim Gilani","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, 33431, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, 33431, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044929435","display_name":"Hamad Karki","orcid":"https://orcid.org/0000-0003-3577-915X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hamad Karki","raw_affiliation_strings":["Mechanical Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033739451","display_name":"Muhammad Muneeb","orcid":"https://orcid.org/0000-0002-6506-4430"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muhammad Muneeb","raw_affiliation_strings":["Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059512412","display_name":"Naoufel Werghi","orcid":"https://orcid.org/0000-0002-5542-448X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Naoufel Werghi","raw_affiliation_strings":["Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Khalifa University, 12778, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035672070"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":2.0449,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8908307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"36","issue":"4","first_page":"1653","last_page":"1662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866395473480225},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6669614911079407},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.6161811947822571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6100483536720276},{"id":"https://openalex.org/keywords/stroma","display_name":"Stroma","score":0.593215823173523},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5639898777008057},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5049424767494202},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.4946608245372772},{"id":"https://openalex.org/keywords/histology","display_name":"Histology","score":0.48063579201698303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43080225586891174},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4255751669406891},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.38577818870544434},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.37680763006210327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21096020936965942},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17956846952438354},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.12288510799407959}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866395473480225},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6669614911079407},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.6161811947822571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6100483536720276},{"id":"https://openalex.org/C52124034","wikidata":"https://www.wikidata.org/wiki/Q557179","display_name":"Stroma","level":3,"score":0.593215823173523},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5639898777008057},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5049424767494202},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.4946608245372772},{"id":"https://openalex.org/C57742111","wikidata":"https://www.wikidata.org/wiki/Q7168","display_name":"Histology","level":2,"score":0.48063579201698303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43080225586891174},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4255751669406891},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.38577818870544434},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.37680763006210327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21096020936965942},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17956846952438354},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.12288510799407959},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072142","descriptor_name":"Pathologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072142","descriptor_name":"Pathologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072142","descriptor_name":"Pathologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072142","descriptor_name":"Pathologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059016","descriptor_name":"Tumor Microenvironment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-023-00797-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-023-00797-x","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:37059892","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37059892","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:10406762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10406762","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10406762/pdf/10278_2023_Article_797.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10406762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10406762","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10406762/pdf/10278_2023_Article_797.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G5508914105","display_name":null,"funder_award_id":"I1037","funder_id":"https://openalex.org/F4320321386","funder_display_name":"Terry Fox Foundation"}],"funders":[{"id":"https://openalex.org/F4320321386","display_name":"Terry Fox Foundation","ror":"https://ror.org/05vd00053"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4365504611.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1835905048","https://openalex.org/W1988445395","https://openalex.org/W2037696125","https://openalex.org/W2041538370","https://openalex.org/W2112567075","https://openalex.org/W2168593098","https://openalex.org/W2194775991","https://openalex.org/W2216754497","https://openalex.org/W2282915343","https://openalex.org/W2312404985","https://openalex.org/W2401155090","https://openalex.org/W2435090885","https://openalex.org/W2504150216","https://openalex.org/W2604922637","https://openalex.org/W2618999197","https://openalex.org/W2738226240","https://openalex.org/W2766865858","https://openalex.org/W2808210572","https://openalex.org/W2884034416","https://openalex.org/W2889739347","https://openalex.org/W2899683012","https://openalex.org/W2905810301","https://openalex.org/W2914568698","https://openalex.org/W2923287877","https://openalex.org/W2952317280","https://openalex.org/W2963446712","https://openalex.org/W2997344089","https://openalex.org/W3016553397","https://openalex.org/W3019610623","https://openalex.org/W3029443186","https://openalex.org/W3088047400","https://openalex.org/W3128646645","https://openalex.org/W3156948486","https://openalex.org/W3165685657","https://openalex.org/W3165855571","https://openalex.org/W4309891817"],"related_works":["https://openalex.org/W2129563426","https://openalex.org/W1955580232","https://openalex.org/W2417404793","https://openalex.org/W2032477436","https://openalex.org/W2066577782","https://openalex.org/W2416582102","https://openalex.org/W2066250990","https://openalex.org/W2413189224","https://openalex.org/W3136137400","https://openalex.org/W2911373518"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2023-04-15T00:00:00"}
