{"id":"https://openalex.org/W2753886374","doi":"https://doi.org/10.1109/tmi.2017.2750210","title":"Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features","display_name":"Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features","publication_year":2017,"publication_date":"2017-09-08","ids":{"openalex":"https://openalex.org/W2753886374","doi":"https://doi.org/10.1109/tmi.2017.2750210","mag":"2753886374","pmid":"https://pubmed.ncbi.nlm.nih.gov/28910760"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2017.2750210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2750210","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.dundee.ac.uk/ws/files/18221407/TMI_unmarked.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024392066","display_name":"Siyamalan Manivannan","orcid":"https://orcid.org/0000-0002-3371-9471"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I198412587","display_name":"University of Jaffna","ror":"https://ror.org/02fwjgw17","country_code":"LK","type":"education","lineage":["https://openalex.org/I198412587"]}],"countries":["GB","LK"],"is_corresponding":true,"raw_author_name":"Siyamalan Manivannan","raw_affiliation_strings":["University of Dundee, Dundee, U.K","University of Jaffna, Jaffna, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]},{"raw_affiliation_string":"University of Jaffna, Jaffna, Sri Lanka","institution_ids":["https://openalex.org/I198412587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461989","display_name":"Wenqi Li","orcid":"https://orcid.org/0000-0003-1081-2830"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenqi Li","raw_affiliation_strings":["University College London, London, U.K","University of Dundee, Dundee, U.K"],"affiliations":[{"raw_affiliation_string":"University College London, London, U.K","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461783","display_name":"Jianguo Zhang","orcid":"https://orcid.org/0000-0001-9317-0268"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jianguo Zhang","raw_affiliation_strings":["Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048954811","display_name":"Emanuele Trucco","orcid":"https://orcid.org/0000-0002-5055-0794"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emanuele Trucco","raw_affiliation_strings":["Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061241647","display_name":"S.J. McKenna","orcid":"https://orcid.org/0000-0003-0530-2035"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen J. McKenna","raw_affiliation_strings":["Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Image Processing, School of Science and Engineering, University of Dundee, Dundee, U.K","institution_ids":["https://openalex.org/I177639307"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024392066"],"corresponding_institution_ids":["https://openalex.org/I177639307","https://openalex.org/I198412587"],"apc_list":null,"apc_paid":null,"fwci":4.5727,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.95695197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"37","issue":"1","first_page":"210","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9940999746322632,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9866999983787537,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7682021856307983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729145884513855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7252197265625},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6820625066757202},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6065642237663269},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.599909782409668},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5585377216339111},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5571284294128418},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.48464399576187134},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.41855672001838684},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.195118248462677}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7682021856307983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729145884513855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7252197265625},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6820625066757202},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6065642237663269},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.599909782409668},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5585377216339111},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5571284294128418},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48464399576187134},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.41855672001838684},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.195118248462677},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000230","descriptor_name":"Adenocarcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003106","descriptor_name":"Colon","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003106","descriptor_name":"Colon","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003106","descriptor_name":"Colon","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D007413","descriptor_name":"Intestinal Mucosa","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007413","descriptor_name":"Intestinal Mucosa","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007413","descriptor_name":"Intestinal Mucosa","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D057054","descriptor_name":"Molecular Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057054","descriptor_name":"Molecular Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057054","descriptor_name":"Molecular Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1109/tmi.2017.2750210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2750210","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:28910760","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28910760","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:discovery.dundee.ac.uk:publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","pdf_url":"https://discovery.dundee.ac.uk/ws/files/18221407/TMI_unmarked.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Manivannan, S, Li, W, Zhang, J, Trucco, E & McKenna, S 2018, 'Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features', IEEE Transactions on Medical Imaging, vol. 37, no. 1, pp. 210-221. https://doi.org/10.1109/TMI.2017.2750210","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:discovery.dundee.ac.uk:Publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:discovery.dundee.ac.uk:publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85040683314&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10046665","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10046665/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Medical Imaging , 37  (1)   pp. 210-221.   (2018)      ","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:discovery.dundee.ac.uk:publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/9ef4f5fd-6f1e-4e3f-a51c-a54d6a3a6643","pdf_url":"https://discovery.dundee.ac.uk/ws/files/18221407/TMI_unmarked.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Manivannan, S, Li, W, Zhang, J, Trucco, E & McKenna, S 2018, 'Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features', IEEE Transactions on Medical Imaging, vol. 37, no. 1, pp. 210-221. https://doi.org/10.1109/TMI.2017.2750210","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7823839363","display_name":null,"funder_award_id":"EP/M005976/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7979222309","display_name":"Multi-modal retinal biomarkers for vascular dementia: developing enabling image analysis tools","funder_award_id":"EP/M005976/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320279","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2753886374.pdf","grobid_xml":"https://content.openalex.org/works/W2753886374.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1565746575","https://openalex.org/W1606858007","https://openalex.org/W1791065060","https://openalex.org/W1890779811","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1938976761","https://openalex.org/W1950315773","https://openalex.org/W1979931042","https://openalex.org/W1985357898","https://openalex.org/W2010513839","https://openalex.org/W2011966237","https://openalex.org/W2027922120","https://openalex.org/W2048990349","https://openalex.org/W2056983531","https://openalex.org/W2058792133","https://openalex.org/W2092135626","https://openalex.org/W2100125385","https://openalex.org/W2118585731","https://openalex.org/W2128252595","https://openalex.org/W2146071495","https://openalex.org/W2163605009","https://openalex.org/W2177341437","https://openalex.org/W2288892845","https://openalex.org/W2304448845","https://openalex.org/W2421888165","https://openalex.org/W2432020924","https://openalex.org/W2438635651","https://openalex.org/W2516903654","https://openalex.org/W2526499595","https://openalex.org/W2950094539","https://openalex.org/W2963803174","https://openalex.org/W4394672403","https://openalex.org/W6631943919","https://openalex.org/W6639824700","https://openalex.org/W6673190769","https://openalex.org/W6674970907","https://openalex.org/W6677656871","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W4313052709","https://openalex.org/W2945274617","https://openalex.org/W2022929107","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2758994127","https://openalex.org/W2386644571"],"abstract_inverted_index":{"We":[0,15,96,117],"present":[1],"a":[2,17,106],"novel":[3],"method":[4,121,143],"to":[5,40,58,77,92,111,114],"segment":[6],"instances":[7],"of":[8,26,45,68],"glandular":[9,62],"structures":[10,44,63,70,85],"from":[11,55],"colon":[12],"histopathology":[13],"images.":[14],"use":[16],"structure":[18],"learning":[19],"approach":[20],"which":[21,129],"represents":[22],"local":[23],"spatial":[24,43],"configurations":[25],"class":[27],"labels,":[28],"capturing":[29],"structural":[30],"information":[31],"normally":[32],"ignored":[33],"by":[34,105],"sliding-window":[35],"methods.":[36,136],"This":[37],"allows":[38,130],"us":[39],"reveal":[41],"different":[42],"pixel":[46],"labels":[47],"(e.g.,":[48],"locations":[49],"between":[50],"adjacent":[51],"glands,":[52],"or":[53],"far":[54],"glands),":[56],"and":[57,75,90],"identify":[59],"correctly":[60],"neighboring":[61],"as":[64],"separate":[65],"instances.":[66],"Exemplars":[67],"label":[69,84],"are":[71,87],"obtained":[72],"via":[73],"clustering":[74],"used":[76],"train":[78],"support":[79],"vector":[80],"machine":[81],"classifiers.":[82],"The":[83],"predicted":[86],"then":[88],"combined":[89],"post-processed":[91],"obtain":[93],"segmentation":[94,115],"maps.":[95,116],"combine":[97],"hand-crafted,":[98],"multi-scale":[99],"image":[100],"features":[101,103],"with":[102,133],"computed":[104],"deep":[107],"convolutional":[108],"network":[109],"trained":[110],"map":[112],"images":[113],"evaluate":[118],"the":[119,123,138,145],"proposed":[120],"on":[122],"public":[124],"domain":[125],"GlaS":[126,139],"data":[127],"set,":[128],"extensive":[131],"comparisons":[132],"recent,":[134],"alternative":[135],"Using":[137],"contest":[140],"protocol,":[141],"our":[142],"achieves":[144],"overall":[146],"best":[147],"performance.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
