{"id":"https://openalex.org/W2944869129","doi":"https://doi.org/10.1007/978-3-030-20242-2_10","title":"Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes","display_name":"Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2944869129","doi":"https://doi.org/10.1007/978-3-030-20242-2_10","mag":"2944869129"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20242-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20242-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101521729","display_name":"Jie Hao","orcid":"https://orcid.org/0000-0001-8758-9265"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Hao","raw_affiliation_strings":["Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA"],"affiliations":[{"raw_affiliation_string":"Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083502477","display_name":"Mohammad Masum","orcid":"https://orcid.org/0000-0001-9974-6950"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Masum","raw_affiliation_strings":["Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA"],"affiliations":[{"raw_affiliation_string":"Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078855608","display_name":"Jung Hun Oh","orcid":"https://orcid.org/0000-0001-8791-2755"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jung Hun Oh","raw_affiliation_strings":["Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058010272","display_name":"Mingon Kang","orcid":"https://orcid.org/0000-0002-9565-9523"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mingon Kang","raw_affiliation_strings":["Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA","Department of Computer Science, Kennesaw State University, Marietta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058010272"],"corresponding_institution_ids":["https://openalex.org/I172980758"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2639,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8974706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9993000030517578,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9988999962806702,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.6236938238143921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6058575510978699},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5745561122894287},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.562257707118988},{"id":"https://openalex.org/keywords/epigenetics","display_name":"Epigenetics","score":0.5202382802963257},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.5022919178009033},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4842662215232849},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.47368577122688293},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.4624932110309601},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4543049931526184},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.44770318269729614},{"id":"https://openalex.org/keywords/systems-biology","display_name":"Systems biology","score":0.44466957449913025},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.437777042388916},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3744553327560425},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34317922592163086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33248966932296753},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.258357435464859},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2524045705795288},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.24074044823646545},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08837118744850159}],"concepts":[{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.6236938238143921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6058575510978699},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5745561122894287},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.562257707118988},{"id":"https://openalex.org/C41091548","wikidata":"https://www.wikidata.org/wiki/Q26939","display_name":"Epigenetics","level":3,"score":0.5202382802963257},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.5022919178009033},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4842662215232849},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.47368577122688293},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.4624932110309601},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4543049931526184},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.44770318269729614},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.44466957449913025},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.437777042388916},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3744553327560425},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34317922592163086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33248966932296753},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.258357435464859},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2524045705795288},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.24074044823646545},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08837118744850159},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20242-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20242-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1600228347","https://openalex.org/W1677182931","https://openalex.org/W1964013868","https://openalex.org/W2040972146","https://openalex.org/W2049132016","https://openalex.org/W2081980323","https://openalex.org/W2130410032","https://openalex.org/W2130854041","https://openalex.org/W2136213019","https://openalex.org/W2138848739","https://openalex.org/W2145171782","https://openalex.org/W2157076315","https://openalex.org/W2466119373","https://openalex.org/W2560075025","https://openalex.org/W2563997677","https://openalex.org/W2611463039","https://openalex.org/W2624701078","https://openalex.org/W2743782212","https://openalex.org/W2797883881","https://openalex.org/W2806455694","https://openalex.org/W2893067941","https://openalex.org/W2910111050","https://openalex.org/W2912868343","https://openalex.org/W2949148219","https://openalex.org/W2951209146","https://openalex.org/W7073652116"],"related_works":["https://openalex.org/W2155492529","https://openalex.org/W4362467570","https://openalex.org/W2564602748","https://openalex.org/W4252504573","https://openalex.org/W2158714033","https://openalex.org/W4385510321","https://openalex.org/W2981288859","https://openalex.org/W2980263986","https://openalex.org/W15348386","https://openalex.org/W78967844"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
