{"title":"Secret societies.","authors":"Frank C. Higgins","doi":"10.4135/9781412952583.n430","DOIUrl":"https://doi.org/10.4135/9781412952583.n430","url":null,"abstract":"The original home of the secret societies: \"That all the mysteries throughout the world were the same in substance, being derived from one source, and celebrated in honor of the same deities, though acknowledged under different appellations, is further evidenced from the fact that they are traced to the plains of Shinar before the dispersion of mankind.\"--The Traditions, Origin, and Early History of Freemasonry, Pierson, 33°, Past Grand Master, Past Grand High Priest, p. 233, in the first 384 pages of this work bear the page heading \"Coincidences with the Mysteries.\"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"15 11 1","pages":"68-70, 72, 74"},"PeriodicalIF":0.0,"publicationDate":"2021-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45663835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"What's next?","authors":"Tim Tolan","doi":"10.1017/9781108377737.025","DOIUrl":"https://doi.org/10.1017/9781108377737.025","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"30 7 1","pages":"48"},"PeriodicalIF":0.0,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1017/9781108377737.025","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48107119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ying Liu, Brent Logan, Ning Liu, Zhiyuan Xu, Jian Tang, Yanzhi Wang
{"title":"Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data.","authors":"Ying Liu, Brent Logan, Ning Liu, Zhiyuan Xu, Jian Tang, Yanzhi Wang","doi":"10.1109/ICHI.2017.45","DOIUrl":"https://doi.org/10.1109/ICHI.2017.45","url":null,"abstract":"<p><p>In this paper, we propose the first deep reinforcement learning framework to estimate the optimal Dynamic Treatment Regimes from observational medical data. This framework is more flexible and adaptive for high dimensional action and state spaces than existing reinforcement learning methods to model real life complexity in heterogeneous disease progression and treatment choices, with the goal to provide doctor and patients the data-driven personalized decision recommendations. The proposed deep reinforcement learning framework contains a supervised learning step to predict the most possible expert actions; and a deep reinforcement learning step to estimate the long term value function of Dynamic Treatment Regimes. We motivated and implemented the proposed framework on a data set from the Center for International Bone Marrow Transplant Research (CIBMTR) registry database, focusing on the sequence of prevention and treatments for acute and chronic graft versus host disease. We showed results of the initial implementation that demonstrates promising accuracy in predicting human expert decisions and initial implementation for the reinforcement learning step.</p>","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"2017 ","pages":"380-385"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/ICHI.2017.45","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"35929834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"I.T. in care transitions: don't let perfect be the enemy of good.","authors":"Gabriel Perna","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"22, 25"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The experiences of M.D.-led and other ACOs: a comparison.","authors":"Mark Hagland","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"34-5"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Not clueless, courageous: what it takes to build an ACO from scratch.","authors":"Mark Hagland","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"6"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How a N.J. medical center saved millions with mHealth technology.","authors":"Rajiv Leventhal","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"30, 32, 35"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Five ways to capitalize on the ICD-10 delay.","authors":"Gabriel Perna","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"28-9"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High hurdles. Leaders of patient care organizations participating in Medicare's ACO programs are ramping up to push forward into the new healthcare.","authors":"Mark Hagland","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"8-10, 12-4"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Sutter health goes next-level with data exchange.","authors":"Rajiv Leventhal","doi":"","DOIUrl":"","url":null,"abstract":"","PeriodicalId":79623,"journal":{"name":"Healthcare informatics : the business magazine for information and communication systems","volume":"31 5","pages":"36-7"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32675827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}