{"id":"https://openalex.org/W2649199521","doi":"https://doi.org/10.1109/isbi.2017.7950642","title":"Spatial interaction analysis with graph based mathematical morphology for histopathology","display_name":"Spatial interaction analysis with graph based mathematical morphology for histopathology","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2649199521","doi":"https://doi.org/10.1109/isbi.2017.7950642","mag":"2649199521"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2017.7950642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5024537700","display_name":"Bassem Ben Cheikh","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Bassem Ben Cheikh","raw_affiliation_strings":["UPMC Paris 6, Biomedical Imaging Laboratory, Paris, France"],"affiliations":[{"raw_affiliation_string":"UPMC Paris 6, Biomedical Imaging Laboratory, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063179528","display_name":"Nicolas Elie","orcid":"https://orcid.org/0000-0001-5772-8252"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Elie","raw_affiliation_strings":["Normandie Univ, Caen, France"],"affiliations":[{"raw_affiliation_string":"Normandie Univ, Caen, France","institution_ids":["https://openalex.org/I4210105918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005278396","display_name":"Beno\u00eet Plancoulaine","orcid":"https://orcid.org/0000-0002-4913-3184"},"institutions":[{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Plancoulaine","raw_affiliation_strings":["UNICAEN, Normandie Univ, Caen, France"],"affiliations":[{"raw_affiliation_string":"UNICAEN, Normandie Univ, Caen, France","institution_ids":["https://openalex.org/I98702875","https://openalex.org/I4210105918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014033952","display_name":"Catherine Bor-Angelier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124119","display_name":"Centre Jean Perrin","ror":"https://ror.org/02pwnhd33","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210124119"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Catherine Bor-Angelier","raw_affiliation_strings":["Unicancer - Auvergne Rh\u00f4ne Alpes, Centre Jean Perrin - Service de Pathologie, France"],"affiliations":[{"raw_affiliation_string":"Unicancer - Auvergne Rh\u00f4ne Alpes, Centre Jean Perrin - Service de Pathologie, France","institution_ids":["https://openalex.org/I4210124119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066171121","display_name":"Daniel Racoceanu","orcid":"https://orcid.org/0000-0002-9416-1803"},"institutions":[{"id":"https://openalex.org/I65285256","display_name":"Pontifical Catholic University of Peru","ror":"https://ror.org/00013q465","country_code":"PE","type":"education","lineage":["https://openalex.org/I65285256"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Daniel Racoceanu","raw_affiliation_strings":["Engineering Department, Pontifical Catholic University of Peru, Peru"],"affiliations":[{"raw_affiliation_string":"Engineering Department, Pontifical Catholic University of Peru, Peru","institution_ids":["https://openalex.org/I65285256"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024537700"],"corresponding_institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210118047"],"apc_list":null,"apc_paid":null,"fwci":0.5851,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75033093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"813","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9980000257492065,"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":0.9980000257492065,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9835000038146973,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"Mathematical morphology","score":0.591870903968811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5704280734062195},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.509800136089325},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47432631254196167},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4723844528198242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46033698320388794},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4279504120349884},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.4214748740196228},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4198242425918579},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4190683364868164},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2318626046180725},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.226999431848526},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.16809514164924622},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14406484365463257},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.09743490815162659}],"concepts":[{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.591870903968811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5704280734062195},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.509800136089325},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47432631254196167},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4723844528198242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46033698320388794},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4279504120349884},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.4214748740196228},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4198242425918579},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4190683364868164},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2318626046180725},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.226999431848526},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.16809514164924622},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14406484365463257},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.09743490815162659},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2017.7950642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W145358992","https://openalex.org/W1501069996","https://openalex.org/W1590564964","https://openalex.org/W1597336200","https://openalex.org/W1882651189","https://openalex.org/W1965542110","https://openalex.org/W1992649110","https://openalex.org/W2035420778","https://openalex.org/W2042437331","https://openalex.org/W2042699075","https://openalex.org/W2045059595","https://openalex.org/W2053314099","https://openalex.org/W2096145682","https://openalex.org/W2100928221","https://openalex.org/W2106316074","https://openalex.org/W2106845525","https://openalex.org/W2128252595","https://openalex.org/W2129894207","https://openalex.org/W2131586477","https://openalex.org/W2134647348","https://openalex.org/W2140901978","https://openalex.org/W2143093135","https://openalex.org/W2170256458","https://openalex.org/W2279691757","https://openalex.org/W2312404985","https://openalex.org/W4246047487","https://openalex.org/W6635816984","https://openalex.org/W6639675744","https://openalex.org/W6661216745"],"related_works":["https://openalex.org/W2357143406","https://openalex.org/W2349459011","https://openalex.org/W2378070670","https://openalex.org/W2429125578","https://openalex.org/W1658259736","https://openalex.org/W2349950585","https://openalex.org/W1522196789","https://openalex.org/W2041406494","https://openalex.org/W2163448995","https://openalex.org/W3165349357"],"abstract_inverted_index":{"Exploring":[0],"the":[1,7,22,43,106],"spatial":[2,40,65],"interactions":[3],"between":[4],"tumor":[5,26,62,108],"and":[6,25,51,61,64,89,101],"inflammatory":[8,107],"microenvironment":[9],"using":[10,53,68],"digital":[11],"pathology":[12],"image":[13],"analysis":[14],"can":[15],"contribute":[16],"to":[17,35,57,84],"a":[18],"better":[19],"understanding":[20],"of":[21,105],"immune":[23,94],"function":[24],"heterogeneity.":[27],"We":[28],"address":[29],"this":[30],"by":[31,81],"providing":[32],"tools":[33],"able":[34],"reveal":[36],"various":[37],"metrics":[38],"describing":[39],"relationships":[41],"in":[42],"cancer":[44],"ecosystem.":[45],"The":[46,96],"approach":[47,97],"comprises":[48],"nuclei":[49],"segmentation":[50],"classification,":[52],"supervised":[54],"learning":[55],"algorithm,":[56],"detect":[58],"lymphoid":[59,85],"aggregates":[60,86],"patterns,":[63],"distribution":[66],"quantification":[67],"sparse":[69],"sets'":[70],"mathematical":[71],"morphology.":[72],"Tumor":[73],"patterns":[74],"were":[75],"classified":[76],"into":[77],"three":[78],"groups:":[79],"surrounded":[80],"lymphocytes,":[82],"close":[83],"or":[87],"distant":[88],"might":[90],"be":[91],"protected":[92],"from":[93],"attack.":[95],"provides":[98],"statistical":[99],"assessment":[100],"comprehensive":[102],"visual":[103],"representation":[104],"microenvironment.":[109]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
