{"id":"https://openalex.org/W3005292012","doi":"https://doi.org/10.1007/s13198-020-00950-7","title":"Estimation of transition probabilities for diabetic patients using hidden Markov model","display_name":"Estimation of transition probabilities for diabetic patients using hidden Markov model","publication_year":2020,"publication_date":"2020-02-08","ids":{"openalex":"https://openalex.org/W3005292012","doi":"https://doi.org/10.1007/s13198-020-00950-7","mag":"3005292012"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-020-00950-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-020-00950-7","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-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/A5084777590","display_name":"Manoj Varshney","orcid":"https://orcid.org/0000-0001-5014-4297"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]},{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Kumar Varshney","raw_affiliation_strings":["Department of Statistics, Hindu College, University of Delhi, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-5014-4297","affiliations":[{"raw_affiliation_string":"Department of Statistics, Hindu College, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I110166357","https://openalex.org/I157674215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101611391","display_name":"Ankita Sharma","orcid":"https://orcid.org/0000-0001-7757-4326"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ankita Sharma","raw_affiliation_strings":["Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-7757-4326","affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026189467","display_name":"Komal Goel","orcid":"https://orcid.org/0000-0002-6086-9504"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Komal Goel","raw_affiliation_strings":["Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0002-6086-9504","affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101880543","display_name":"Vajala Ravi","orcid":"https://orcid.org/0000-0001-6622-999X"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vajala Ravi","raw_affiliation_strings":["Department of Statistics, Lady Shri Ram College, University of Delhi, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-6622-999X","affiliations":[{"raw_affiliation_string":"Department of Statistics, Lady Shri Ram College, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072295361","display_name":"Gurprit Grover","orcid":"https://orcid.org/0000-0003-2051-4810"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gurprit Grover","raw_affiliation_strings":["Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-2051-4810","affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101611391"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":0.2841,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66310134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"11","issue":"S2","first_page":"329","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.989300012588501,"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":0.989300012588501,"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/T10560","display_name":"Diabetes Management and Research","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/hidden-markov-model","display_name":"Hidden Markov model","score":0.8287134170532227},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.6408786177635193},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.587693989276886},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5076218843460083},{"id":"https://openalex.org/keywords/hidden-semi-markov-model","display_name":"Hidden semi-Markov model","score":0.4946257770061493},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47315487265586853},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4710139036178589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46206530928611755},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.438118577003479},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4213860332965851},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.41349682211875916},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4106738865375519},{"id":"https://openalex.org/keywords/variable-order-markov-model","display_name":"Variable-order Markov model","score":0.350345641374588},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2730643153190613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.265927791595459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24190208315849304},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17733454704284668},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.1411934792995453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12801778316497803}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.8287134170532227},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.6408786177635193},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.587693989276886},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5076218843460083},{"id":"https://openalex.org/C64939953","wikidata":"https://www.wikidata.org/wiki/Q3859882","display_name":"Hidden semi-Markov model","level":5,"score":0.4946257770061493},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47315487265586853},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4710139036178589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46206530928611755},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.438118577003479},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4213860332965851},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.41349682211875916},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4106738865375519},{"id":"https://openalex.org/C54907487","wikidata":"https://www.wikidata.org/wiki/Q7915688","display_name":"Variable-order Markov model","level":4,"score":0.350345641374588},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2730643153190613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.265927791595459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24190208315849304},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17733454704284668},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.1411934792995453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12801778316497803},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-020-00950-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-020-00950-7","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:11:y:2020:i:2:d:10.1007_s13198-020-00950-7","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-020-00950-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2020267609","https://openalex.org/W2054172281","https://openalex.org/W2064094837","https://openalex.org/W2086699924","https://openalex.org/W2092097388","https://openalex.org/W2113024584","https://openalex.org/W2114309227","https://openalex.org/W2125838338","https://openalex.org/W2133125062","https://openalex.org/W2145858013","https://openalex.org/W2155336606","https://openalex.org/W2167587606","https://openalex.org/W2471728481","https://openalex.org/W2797570932","https://openalex.org/W2909128593","https://openalex.org/W2909487752","https://openalex.org/W3041087683","https://openalex.org/W4212929213","https://openalex.org/W4231173882","https://openalex.org/W4247239218","https://openalex.org/W4301717455"],"related_works":["https://openalex.org/W2382132287","https://openalex.org/W2284415848","https://openalex.org/W2027903142","https://openalex.org/W1510894296","https://openalex.org/W3113307220","https://openalex.org/W2379938888","https://openalex.org/W3166133680","https://openalex.org/W2134386692","https://openalex.org/W2799426416","https://openalex.org/W2194396582"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
