{"id":"https://openalex.org/W2928502010","doi":"https://doi.org/10.1007/978-3-030-14118-9_4","title":"Deep Learning for Predictive Analytics in Healthcare","display_name":"Deep Learning for Predictive Analytics in Healthcare","publication_year":2019,"publication_date":"2019-03-16","ids":{"openalex":"https://openalex.org/W2928502010","doi":"https://doi.org/10.1007/978-3-030-14118-9_4","mag":"2928502010"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-14118-9_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14118-9_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5083652722","display_name":"Anandhavalli Muniasamy","orcid":"https://orcid.org/0000-0001-8940-3954"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Anandhavalli Muniasamy","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081879830","display_name":"Sehrish Tabassam","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sehrish Tabassam","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058919356","display_name":"Mohammad Ashfaq Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad A. Hussain","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017137452","display_name":"Habeeba Sultana","orcid":null},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Habeeba Sultana","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000231181","display_name":"Vasanthi Muniasamy","orcid":"https://orcid.org/0000-0001-8453-3047"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Vasanthi Muniasamy","raw_affiliation_strings":["College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059313873","display_name":"Roheet Bhatnagar","orcid":"https://orcid.org/0000-0001-9098-3378"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]},{"id":"https://openalex.org/I99552915","display_name":"University of Rajasthan","ror":"https://ror.org/05arfhc56","country_code":"IN","type":"education","lineage":["https://openalex.org/I99552915"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Roheet Bhatnagar","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal University Jaipur, Rajasthan, India","Department of Computer Science and Engineering, School of Computing and IT, Faculty of Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal University Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I73779912"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Computing and IT, Faculty of Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I99552915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083652722"],"corresponding_institution_ids":["https://openalex.org/I82952536"],"apc_list":null,"apc_paid":null,"fwci":4.4128,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95798514,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9994999766349792,"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":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9905999898910522,"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/transformative-learning","display_name":"Transformative learning","score":0.7646744251251221},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.7396639585494995},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6992843151092529},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6134079694747925},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5883350968360901},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5480903387069702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5342124700546265},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.49548208713531494},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4929354190826416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45684799551963806},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.44717052578926086},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1816534698009491},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16377246379852295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12308022379875183}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.7646744251251221},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.7396639585494995},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6992843151092529},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6134079694747925},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5883350968360901},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5480903387069702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5342124700546265},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.49548208713531494},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4929354190826416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45684799551963806},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44717052578926086},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1816534698009491},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16377246379852295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12308022379875183},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-14118-9_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14118-9_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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":35,"referenced_works":["https://openalex.org/W61301624","https://openalex.org/W569478347","https://openalex.org/W1970405116","https://openalex.org/W1994224528","https://openalex.org/W2012944782","https://openalex.org/W2024887237","https://openalex.org/W2101393389","https://openalex.org/W2103742358","https://openalex.org/W2112028307","https://openalex.org/W2112796928","https://openalex.org/W2117191092","https://openalex.org/W2120751691","https://openalex.org/W2148092884","https://openalex.org/W2160327429","https://openalex.org/W2161756000","https://openalex.org/W2342504937","https://openalex.org/W2517085803","https://openalex.org/W2518582440","https://openalex.org/W2532385626","https://openalex.org/W2592929672","https://openalex.org/W2599111461","https://openalex.org/W2755930428","https://openalex.org/W2767583913","https://openalex.org/W2785490704","https://openalex.org/W2790808809","https://openalex.org/W2808312419","https://openalex.org/W2808463127","https://openalex.org/W2809254203","https://openalex.org/W2885305010","https://openalex.org/W2886958017","https://openalex.org/W2949869422","https://openalex.org/W2963078493","https://openalex.org/W3098135591","https://openalex.org/W4236216948","https://openalex.org/W4239678412"],"related_works":["https://openalex.org/W2052370551","https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W2515921780","https://openalex.org/W3027285423","https://openalex.org/W2863268765","https://openalex.org/W2948559760","https://openalex.org/W4205879366","https://openalex.org/W2896245927"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
