{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T23:18:30Z","timestamp":1779232710993,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,8,21]],"date-time":"2011-08-21T00:00:00Z","timestamp":1313884800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2011,8,21]]},"DOI":"10.1145\/2020408.2020472","type":"proceedings-article","created":{"date-parts":[[2011,8,31]],"date-time":"2011-08-31T15:22:45Z","timestamp":1314804165000},"page":"395-403","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":27,"title":["Toward personalized care management of patients at risk"],"prefix":"10.1145","author":[{"given":"Hani","family":"Neuvirth","sequence":"first","affiliation":[{"name":"IBM Research, Mount Carmel, Haifa, 31905, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michal","family":"Ozery-Flato","sequence":"additional","affiliation":[{"name":"IBM Research, Mount Carmel, Haifa, 31905, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianying","family":"Hu","sequence":"additional","affiliation":[{"name":"IBM Research, Hawthorne, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonathan","family":"Laserson","sequence":"additional","affiliation":[{"name":"IBM Research, Mount Carmel, Haifa, 31905, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin S.","family":"Kohn","sequence":"additional","affiliation":[{"name":"IBM Research, Hawthorne, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shahram","family":"Ebadollahi","sequence":"additional","affiliation":[{"name":"IBM Research, Hawthorne, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michal","family":"Rosen-Zvi","sequence":"additional","affiliation":[{"name":"IBM Research, Mount Carmel, Haifa, 31905, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2011,8,21]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Diabetes Care","volume":"34","author":"Executive Summary","year":"2010","unstructured":"Executive Summary : Standards of Medical Care in Diabetes 2011 . Diabetes Care December 30, 2010 vol. 34 no. Supplement 1 S4-S10 Executive Summary: Standards of Medical Care in Diabetes 2011. Diabetes Care December 30, 2010 vol. 34 no. Supplement 1 S4-S10"},{"key":"e_1_3_2_1_2_1","unstructured":"HEDIS 2011 Technical Specifications for Physician Measurement (Print edition) NCQA.  HEDIS 2011 Technical Specifications for Physician Measurement (Print edition) NCQA."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.2307\/2530964"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.28.1.64"},{"key":"e_1_3_2_1_5_1","first-page":"2","article-title":"Regression Models and Life-Tables. Journal of the Royal Statistical Society","volume":"34","author":"Cox D.R.","year":"1972","unstructured":"Cox , D.R. 1972 . Regression Models and Life-Tables. Journal of the Royal Statistical Society . Series B (Methodological). 34 , 2 (Jan. 1972), 187--220. Cox, D.R. 1972. Regression Models and Life-Tables. Journal of the Royal Statistical Society. Series B (Methodological). 34, 2 (Jan. 1972), 187--220.","journal-title":"Series B (Methodological)."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.107.699579"},{"key":"e_1_3_2_1_7_1","volume-title":"et al","author":"Davis J.","year":"2008","unstructured":"Davis , J. et al . 2008 . Machine Learning for Personalized Medicine: Will This Drug Give Me a Heart Attack? the Proceedings of International Conference on Machine Learning (ICML) ( 2008). Davis, J. et al. 2008. Machine Learning for Personalized Medicine: Will This Drug Give Me a Heart Attack? the Proceedings of International Conference on Machine Learning (ICML) (2008)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v033.i01"},{"key":"e_1_3_2_1_9_1","volume-title":"Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis","author":"Harrell F.E.","unstructured":"Harrell , F.E. 2001. Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis . Springer Verlag . Harrell, F.E. 2001. Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis. Springer Verlag."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM198809293191305"},{"key":"e_1_3_2_1_11_1","unstructured":"J. Adams P. Grundy M. S. Kohn and E. L. Mounib Patient-Centered Medical Home - What why and how? {Online} Available: ftp:\/\/public.dhe.ibm.com\/common\/ssi\/ecm\/en\/gbe03207usen\/GBE03207USEN.PDF  J. Adams P. Grundy M. S. Kohn and E. L. Mounib Patient-Centered Medical Home - What why and how? {Online} Available: ftp:\/\/public.dhe.ibm.com\/common\/ssi\/ecm\/en\/gbe03207usen\/GBE03207USEN.PDF"},{"key":"e_1_3_2_1_12_1","volume-title":"et al","author":"Jackson R.","year":"2005","unstructured":"Jackson , R. et al . 2005 . Treatment with drugs to lower blood pressure and blood cholesterol based on an individual's absolute cardiovascular risk. The Lancet . 365, 9457 (2005), 434--441. Jackson, R. et al. 2005. Treatment with drugs to lower blood pressure and blood cholesterol based on an individual's absolute cardiovascular risk. The Lancet. 365, 9457 (2005), 434--441."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835830"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"e_1_3_2_1_15_1","unstructured":"LabCorp: Test Menu. https:\/\/www.labcorp.com\/wps\/portal\/provider\/testmenu.  LabCorp: Test Menu. https:\/\/www.labcorp.com\/wps\/portal\/provider\/testmenu."},{"key":"e_1_3_2_1_16_1","volume-title":"Statistical Models and Methods for Lifetime Data","author":"Lawless J.F.","unstructured":"Lawless , J.F. 2002. Statistical Models and Methods for Lifetime Data . Wiley-Interscience . Chapter 7. Lawless, J.F. 2002. Statistical Models and Methods for Lifetime Data. Wiley-Interscience. Chapter 7."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa021835"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn141"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.93"},{"key":"e_1_3_2_1_20_1","series-title":"Series B (Methodological). (1996), 267--288","volume-title":"Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society","author":"Tibshirani R.","unstructured":"Tibshirani , R. 1996. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society . Series B (Methodological). (1996), 267--288 . Tibshirani, R. 1996. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological). (1996), 267--288."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0258(19970228)16:4<385::AID-SIM380>3.0.CO;2-3"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq617"},{"key":"e_1_3_2_1_23_1","volume-title":"et al","author":"Wood F.","year":"1987","unstructured":"Wood , F. et al . 1987 . Principal component analysis. Chemometr. Intel. Lab. Syst . 2, (1987), 37--52. Wood, F. et al. 1987. Principal component analysis. Chemometr. Intel. Lab. Syst. 2, (1987), 37--52."},{"key":"e_1_3_2_1_24_1","first-page":"15","article-title":"Diabetes complications severity index and risk of mortality, hospitalization, and healthcare utilization","volume":"14","author":"Young B.A.","year":"2008","unstructured":"Young , B.A. 2008 . Diabetes complications severity index and risk of mortality, hospitalization, and healthcare utilization . AMERICAN JOURNAL OF MANAGED CARE. 14 , 1 (2008), 15 . Young, B.A. et al. 2008. Diabetes complications severity index and risk of mortality, hospitalization, and healthcare utilization. AMERICAN JOURNAL OF MANAGED CARE. 14, 1 (2008), 15.","journal-title":"AMERICAN JOURNAL OF MANAGED CARE."}],"event":{"name":"KDD '11: The 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"San Diego California USA","acronym":"KDD '11","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020472","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2020408.2020472","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:48:16Z","timestamp":1750240096000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020472"}},"subtitle":["the diabetes case study"],"short-title":[],"issued":{"date-parts":[[2011,8,21]]},"references-count":24,"alternative-id":["10.1145\/2020408.2020472","10.1145\/2020408"],"URL":"https:\/\/doi.org\/10.1145\/2020408.2020472","relation":{},"subject":[],"published":{"date-parts":[[2011,8,21]]},"assertion":[{"value":"2011-08-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}