Zobrazeno 1 - 10
of 34
pro vyhledávání: '"Dai, Dorothy"'
Autor:
Hu, Zhongkai, Jin, Bo, Shin, Andrew Y, Zhu, Chunqing, Zhao, Yifan, Hao, Shiying, Zheng, Le, Fu, Changlin, Wen, Qiaojun, Ji, Jun, Li, Zhen, Wang, Yong, Zheng, Xiaolin, Dai, Dorothy, Culver, Devore S, Alfreds, Shaun T, Rogow, Todd, Stearns, Frank, Sylvester, Karl G, Widen, Eric, Ling, Xuefeng B
Publikováno v:
Interactive Journal of Medical Research, Vol 4, Iss 1, p e2 (2015)
BackgroundAn easily accessible real-time Web-based utility to assess patient risks of future emergency department (ED) visits can help the health care provider guide the allocation of resources to better manage higher-risk patient populations and the
Externí odkaz:
https://doaj.org/article/27803bc1e81b4c2a94db47f07ae34e57
Autor:
Wang, Yue, Luo, Jin, Hao, Shiying, Xu, Haihua, Shin, Andrew Young, Jin, Bo, Liu, Rui, Deng, Xiaohong, Wang, Lijuan, Zheng, Le, Zhao, Yifan, Zhu, Chunqing, Hu, Zhongkai, Fu, Changlin, Hao, Yanpeng, Zhao, Yingzhen, Jiang, Yunliang, Dai, Dorothy, Culver, Devore S., Alfreds, Shaun T., Todd, Rogow, Stearns, Frank, Sylvester, Karl G., Widen, Eric, Ling, Xuefeng B.
Publikováno v:
In International Journal of Medical Informatics December 2015 84(12):1039-1047
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Modeling procedures. Technical details of the training, calibration and blind testing procedures. (PDF 3912Â kb)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f7c6c5162f0d84500b59f80992710bc
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Unsupervised clustering procedure. Technical details of the unsupervised clustering of high-risk patients. (PDF 107Â kb)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::092a0bdf7b313221990a5519152d2be3
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Exploratory data analysis. Our analysis found that both the total number and the percentage of patients with future 6-month ED visits increased as a functional of either the distinct chronic diagnoses (left panel) or the ED visit counts (right) in th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2817506a1a516745c35320e5171c7870
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
“Time to event” analysis. The ED revisit “time-to-event curve” showed a pattern of a rapid accrual with a stable and consistent ED visit rate thereafter. The population ED revisit curves, of patients with or without past history of ED visits,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5e12655e90fa16f3f6c83e1787aa94f4
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Feature selection process. Feature dimensions were reduced by variance analysis and importance analysis. 125 features were selected from the initial 14,680 features to build the final model. (PDF 110Â kb)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4f4ec2c0700df70c5ffad7e934f8a963
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Patient characteristics. A table shows the patient characteristics included in the retrospective and prospective studies. (PDF 161Â kb)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::db4cbae7bec7910bd1af4b8d6c65678c
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
Characterization of the discriminant features in the prospective data set. Shrunken difference for the selected features to develop the ED risk model were graphed. Comparing the two cohorts (case/control or the low/medium/high risk), the shrunken dif
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7dc6c9a29c76aaf143d7be2739efb6c3
Autor:
Jin, Bo, Yifan Zhao, Shiying Hao, Shin, Andrew, Wang, Yue, Chunqing Zhu, Zhongkai Hu, Changlin Fu, Ji, Jun, Wang, Yong, Yingzhen Zhao, Yunliang Jiang, Dai, Dorothy, Devore Culver, Alfreds, Shaun, Rogow, Todd, Stearns, Frank, Sylvester, Karl, Widen, Eric, Xuefeng Ling
â Time to eventâ graphic representation of the low, medium and high risk patientsâ time to the next impending ED visit. A graph shows the revisit rate as a function of the time period after discharge, of high-, medium- and low-risk patients. (PDF
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3a540e5e390eeb2ba996320f4060aeb3