{"id":"https://openalex.org/W3108889972","doi":"https://doi.org/10.1142/9789811232701_0016","title":"Computational Challenges and Artificial Intelligence in Precision Medicine","display_name":"Computational Challenges and Artificial Intelligence in Precision Medicine","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3108889972","doi":"https://doi.org/10.1142/9789811232701_0016","mag":"3108889972"},"language":"en","primary_location":{"id":"doi:10.1142/9789811232701_0016","is_oa":true,"landing_page_url":"https://doi.org/10.1142/9789811232701_0016","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biocomputing 2021","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1142/9789811232701_0016","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001000202","display_name":"Olga K. Afanasiev","orcid":null},"institutions":[{"id":"https://openalex.org/I114073160","display_name":"Sutter Health","ror":"https://ror.org/0060avh92","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I114073160"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olga Afanasiev","raw_affiliation_strings":["Sutter Health - Palo Alto Medical Foundation, Palo Alto, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sutter Health - Palo Alto Medical Foundation, Palo Alto, California, USA","institution_ids":["https://openalex.org/I114073160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031514900","display_name":"Joanne Berghout","orcid":"https://orcid.org/0000-0002-9250-9159"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joanne Berghout","raw_affiliation_strings":["Department of Medicine, University of Arizona Health Science, Tucson, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Arizona Health Science, Tucson, Arizona, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046334676","display_name":"Steven E. Brenner","orcid":"https://orcid.org/0000-0001-7559-6185"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven E. Brenner","raw_affiliation_strings":["Department of Bioengineering, University of California, Berkeley, California, USA","Department of Molecular & Cell Biology, University of California, Berkeley, California, USA","Department of Plant & Microbial Biology, University of California, Berkeley, California, USA","Department of Bioengineering, University of California, Berkeley, California, USADepartment of Molecular & Cell Biology, University of California, Berkeley, California, USADepartment of Plant & Microbial Biology, University of California, Berkeley, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of California, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Molecular & Cell Biology, University of California, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Plant & Microbial Biology, University of California, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Bioengineering, University of California, Berkeley, California, USADepartment of Molecular & Cell Biology, University of California, Berkeley, California, USADepartment of Plant & Microbial Biology, University of California, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064230419","display_name":"Martha L. Bulyk","orcid":null},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha L. Bulyk","raw_affiliation_strings":["Department of Medicine, Brigham and Women\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","Department of Pathology, Brigham and Women\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USADepartment of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Brigham and Women\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Pathology, Brigham and Women\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USADepartment of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039699723","display_name":"Dana C. Crawford","orcid":"https://orcid.org/0000-0002-6437-6248"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dana C. Crawford","raw_affiliation_strings":["Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA","Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA","Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USADepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USADepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046725885","display_name":"Jonathan H. Chen","orcid":"https://orcid.org/0000-0002-4387-8740"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan H. Chen","raw_affiliation_strings":["Department of Biomedical Informatics, Stanford University, Stanford, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014300312","display_name":"Roxana Daneshjou","orcid":"https://orcid.org/0000-0001-7988-9356"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roxana Daneshjou","raw_affiliation_strings":["Department of Biomedical Data Science, Stanford University, Stanford, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Data Science, Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026101553","display_name":"\u0141ukasz Kidzi\u0144ski","orcid":"https://orcid.org/0000-0002-0986-3078"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Kidzi\u0144ski","raw_affiliation_strings":["Department of Bioengineering, Stanford University, Stanford, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6401000022888184,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.6401000022888184,"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/T13280","display_name":"Biomedical and Engineering Education","score":0.5546000003814697,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.5133000016212463,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/computer-science","display_name":"Computer science","score":0.6612097024917603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.659860372543335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42894622683525085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6612097024917603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.659860372543335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42894622683525085}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/9789811232701_0016","is_oa":true,"landing_page_url":"https://doi.org/10.1142/9789811232701_0016","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biocomputing 2021","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1142/9789811232701_0016","is_oa":true,"landing_page_url":"https://doi.org/10.1142/9789811232701_0016","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biocomputing 2021","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}