{"id":"https://openalex.org/W4290963900","doi":"https://doi.org/10.1038/s41746-022-00647-0","title":"Interactive exploration of a global clinical network from a large breast cancer cohort","display_name":"Interactive exploration of a global clinical network from a large breast cancer cohort","publication_year":2022,"publication_date":"2022-08-10","ids":{"openalex":"https://openalex.org/W4290963900","doi":"https://doi.org/10.1038/s41746-022-00647-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/35948579"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-022-00647-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00647-0","pdf_url":"https://www.nature.com/articles/s41746-022-00647-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-022-00647-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057384291","display_name":"Nadir Sella","orcid":"https://orcid.org/0000-0002-4231-8573"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210107416","display_name":"Roche (France)","ror":"https://ror.org/01mqmer16","country_code":"FR","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I4210107416"]},{"id":"https://openalex.org/I4210109573","display_name":"Immunit\u00e9 et Cancer","ror":"https://ror.org/01zefvs55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210109573","https://openalex.org/I80043"]},{"id":"https://openalex.org/I4210160133","display_name":"Physique des Cellules et Cancers","ror":"https://ror.org/055ss7a31","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210160133","https://openalex.org/I80043"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadir Sella","raw_affiliation_strings":["Institut Roche, Boulogne-Billancourt, France","Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France","Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Roche, Boulogne-Billancourt, France","institution_ids":["https://openalex.org/I4210107416"]},{"raw_affiliation_string":"Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210160133","https://openalex.org/I80043","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France","institution_ids":["https://openalex.org/I4210109573","https://openalex.org/I204730241","https://openalex.org/I154526488","https://openalex.org/I80043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002180432","display_name":"Anne\u2010Sophie Hamy","orcid":"https://orcid.org/0000-0003-4430-3022"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210109573","display_name":"Immunit\u00e9 et Cancer","ror":"https://ror.org/01zefvs55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210109573","https://openalex.org/I80043"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne-Sophie Hamy","raw_affiliation_strings":["Department of Medical Oncology, Universite Paris Cite, Institut Curie, Saint-Cloud, 92230, France","Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France","Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Oncology, Universite Paris Cite, Institut Curie, Saint-Cloud, 92230, France","institution_ids":["https://openalex.org/I80043"]},{"raw_affiliation_string":"Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I80043"]},{"raw_affiliation_string":"Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France","institution_ids":["https://openalex.org/I4210109573","https://openalex.org/I204730241","https://openalex.org/I154526488","https://openalex.org/I80043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053090823","display_name":"Vincent Cabeli","orcid":"https://orcid.org/0000-0003-0818-2518"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210160133","display_name":"Physique des Cellules et Cancers","ror":"https://ror.org/055ss7a31","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210160133","https://openalex.org/I80043"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Cabeli","raw_affiliation_strings":["Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France"],"raw_orcid":"https://orcid.org/0000-0003-0818-2518","affiliations":[{"raw_affiliation_string":"Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210160133","https://openalex.org/I80043","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089331107","display_name":"Lauren Darrigues","orcid":"https://orcid.org/0000-0002-2104-6046"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lauren Darrigues","raw_affiliation_strings":["Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I80043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040900547","display_name":"Marick La\u00e9","orcid":"https://orcid.org/0000-0002-7448-9537"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4392021138","display_name":"G\u00e9nomique du cancer et du cerveau","ror":"https://ror.org/05k71g406","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105918","https://openalex.org/I4392021138","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marick La\u00e9","raw_affiliation_strings":["Department of Pathology, Henri Becquerel Cancer Center, INSERM U1245, UniRouen Normandy University, Rouen, France","Department of Tumor Biology, Institut Curie, Paris, 75248, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Henri Becquerel Cancer Center, INSERM U1245, UniRouen Normandy University, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4392021138","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Department of Tumor Biology, Institut Curie, Paris, 75248, France","institution_ids":["https://openalex.org/I80043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003301011","display_name":"Fabien Reyal","orcid":"https://orcid.org/0000-0002-2318-3589"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210109573","display_name":"Immunit\u00e9 et Cancer","ror":"https://ror.org/01zefvs55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210109573","https://openalex.org/I80043"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fabien Reyal","raw_affiliation_strings":["Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France. fabien.reyal@curie.fr","Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France. fabien.reyal@curie.fr","Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France","Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France. fabien.reyal@curie.fr","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I80043"]},{"raw_affiliation_string":"Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France. fabien.reyal@curie.fr","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210109573"]},{"raw_affiliation_string":"Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Universite Paris CiteInstitut Curie, Paris, 75248, France","institution_ids":["https://openalex.org/I4210109573","https://openalex.org/I204730241","https://openalex.org/I154526488","https://openalex.org/I80043"]},{"raw_affiliation_string":"Department of Surgery, Institut Curie, Universit\u00e9 Paris Cit\u00e9, Paris, 75248, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I80043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086939392","display_name":"Herv\u00e9 Isambert","orcid":"https://orcid.org/0000-0001-9638-8545"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4210160133","display_name":"Physique des Cellules et Cancers","ror":"https://ror.org/055ss7a31","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210160133","https://openalex.org/I80043"]},{"id":"https://openalex.org/I80043","display_name":"Institut Curie","ror":"https://ror.org/04t0gwh46","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I80043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Herv\u00e9 Isambert","raw_affiliation_strings":["Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France. herve.isambert@curie.fr","Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France. herve.isambert@curie.fr","institution_ids":["https://openalex.org/I80043","https://openalex.org/I2746051580","https://openalex.org/I4210160133","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Laboratoire Physico Chimie Curie, Institut Curie, PSL Research University, CNRS UMR168, Paris, 75005, France","institution_ids":["https://openalex.org/I2746051580","https://openalex.org/I4210160133","https://openalex.org/I80043","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5003301011","https://openalex.org/A5086939392"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I2746051580","https://openalex.org/I4210109573","https://openalex.org/I4210160133","https://openalex.org/I80043"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":1.3482,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.80574676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":"1","first_page":"113","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10183","display_name":"Breast Cancer Treatment Studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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"}},"topics":[{"id":"https://openalex.org/T10183","display_name":"Breast Cancer Treatment Studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.988099992275238,"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/T10862","display_name":"AI in cancer detection","score":0.9854999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7265832424163818},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6521810293197632},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5862802267074585},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5232580900192261},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.506907045841217},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.5031139254570007},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.48247626423835754},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.4798978567123413},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.47520241141319275},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4532122313976288},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.44168782234191895},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4380106031894684},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4258115887641907},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.4252658188343048},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41367632150650024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38010865449905396},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3121320307254791},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2627730965614319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.262390673160553},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2579110860824585},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.22415992617607117},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15327459573745728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7265832424163818},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6521810293197632},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5862802267074585},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5232580900192261},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.506907045841217},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.5031139254570007},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.48247626423835754},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.4798978567123413},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.47520241141319275},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4532122313976288},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.44168782234191895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4380106031894684},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4258115887641907},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.4252658188343048},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41367632150650024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38010865449905396},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3121320307254791},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2627730965614319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.262390673160553},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2579110860824585},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22415992617607117},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15327459573745728},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-022-00647-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00647-0","pdf_url":"https://www.nature.com/articles/s41746-022-00647-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:35948579","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35948579","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:HAL:hal-03871644v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03871644","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, 2022, 5, pp.113. &#x27E8;10.1038/s41746-022-00647-0&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:0de5c4a566fb494382c8a2c0c7c6d22d","is_oa":true,"landing_page_url":"https://doaj.org/article/0de5c4a566fb494382c8a2c0c7c6d22d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 5, Iss 1, Pp 1-10 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9365762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9365762","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-022-00647-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00647-0","pdf_url":"https://www.nature.com/articles/s41746-022-00647-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322361","display_name":"Fondation ARC pour la Recherche sur le Cancer","ror":"https://ror.org/0489qz649"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320330232","display_name":"Sorbonne Universit\u00e9","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290963900.pdf","grobid_xml":"https://content.openalex.org/works/W4290963900.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W182171684","https://openalex.org/W196157878","https://openalex.org/W1576629621","https://openalex.org/W1935804265","https://openalex.org/W1952553890","https://openalex.org/W1964812369","https://openalex.org/W1968075620","https://openalex.org/W2003188860","https://openalex.org/W2006818027","https://openalex.org/W2035721564","https://openalex.org/W2044702943","https://openalex.org/W2057672387","https://openalex.org/W2073029195","https://openalex.org/W2073762437","https://openalex.org/W2090539023","https://openalex.org/W2096145980","https://openalex.org/W2096864872","https://openalex.org/W2108782463","https://openalex.org/W2113617651","https://openalex.org/W2121505997","https://openalex.org/W2124714703","https://openalex.org/W2127264456","https://openalex.org/W2130347344","https://openalex.org/W2131199058","https://openalex.org/W2139817070","https://openalex.org/W2140651090","https://openalex.org/W2150740158","https://openalex.org/W2153810797","https://openalex.org/W2166810107","https://openalex.org/W2171015116","https://openalex.org/W2191617550","https://openalex.org/W2203649236","https://openalex.org/W2286261512","https://openalex.org/W2286864076","https://openalex.org/W2310682422","https://openalex.org/W2411466871","https://openalex.org/W2476130618","https://openalex.org/W2528559232","https://openalex.org/W2530755795","https://openalex.org/W2560450396","https://openalex.org/W2561057401","https://openalex.org/W2592783575","https://openalex.org/W2599963856","https://openalex.org/W2606402996","https://openalex.org/W2617556060","https://openalex.org/W2618058692","https://openalex.org/W2625731990","https://openalex.org/W2626331869","https://openalex.org/W2719897270","https://openalex.org/W2724282355","https://openalex.org/W2741789802","https://openalex.org/W2755388226","https://openalex.org/W2757631140","https://openalex.org/W2762364343","https://openalex.org/W2780398765","https://openalex.org/W2788567355","https://openalex.org/W2790386319","https://openalex.org/W2803954464","https://openalex.org/W2945665275","https://openalex.org/W2985887233","https://openalex.org/W3024288074","https://openalex.org/W3105272610","https://openalex.org/W4299914847"],"related_works":["https://openalex.org/W3206856967","https://openalex.org/W2128652747","https://openalex.org/W64347581","https://openalex.org/W117906119","https://openalex.org/W2381745556","https://openalex.org/W2963056058","https://openalex.org/W2520625499","https://openalex.org/W2144268936","https://openalex.org/W4245990803","https://openalex.org/W3150175173"],"abstract_inverted_index":{"Despite":[0],"unprecedented":[1],"amount":[2],"of":[3,31,74,90,99,106,118,125,135,139],"information":[4],"now":[5],"available":[6],"in":[7,151,181],"medical":[8,47],"records,":[9],"health":[10],"data":[11,112],"remain":[12],"underexploited":[13],"due":[14],"to":[15,49,82,173],"their":[16],"heterogeneity":[17],"and":[18,22,53,86,114,155,162,179],"complexity.":[19],"Simple":[20],"charts":[21],"hypothesis-driven":[23],"statistics":[24],"can":[25],"no":[26],"longer":[27],"apprehend":[28],"the":[29,51,71,84,103,116,123,126,132,153,171,187],"content":[30],"information-rich":[32],"clinical":[33,133,160,182],"data.":[34],"There":[35],"is,":[36],"therefore,":[37],"a":[38,75,136],"clear":[39],"need":[40],"for":[41,68,111,115],"powerful":[42],"interactive":[43,65,104,128,167],"visualization":[44,85,113],"tools":[45],"enabling":[46],"practitioners":[48],"perceive":[50],"patterns":[52],"insights":[54],"gained":[55],"by":[56,88,130],"state-of-the-art":[57],"machine":[58,76],"learning":[59,77],"algorithms.":[60],"Here,":[61],"we":[62],"report":[63],"an":[64],"graphical":[66,168],"interface":[67,169],"use":[69,98],"as":[70],"front":[72],"end":[73],"causal":[78],"inference":[79],"server":[80],"(MIIC),":[81],"facilitate":[83],"comprehension":[87],"clinicians":[89,175],"relationships":[91],"between":[92,158],"clinically":[93],"relevant":[94],"variables.":[95],"The":[96,165],"widespread":[97],"such":[100],"tools,":[101],"facilitating":[102],"exploration":[105],"datasets,":[107],"is":[108],"crucial":[109],"both":[110],"generation":[117],"research":[119],"hypotheses.":[120],"We":[121],"demonstrate":[122],"utility":[124],"MIIC":[127,166],"interface,":[129],"exploring":[131],"network":[134],"large":[137],"cohort":[138],"breast":[140],"cancer":[141],"patients":[142],"treated":[143],"with":[144],"neoadjuvant":[145],"chemotherapy":[146],"(NAC).":[147],"This":[148],"example":[149],"highlights,":[150],"particular,":[152],"direct":[154],"indirect":[156],"links":[157],"post-NAC":[159],"responses":[161],"patient":[163,188],"survival.":[164],"has":[170],"potential":[172],"help":[174],"identify":[176],"actionable":[177],"nodes":[178],"edges":[180],"networks,":[183],"thereby":[184],"ultimately":[185],"improving":[186],"care":[189],"pathway.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
