Diabetes Diagnosis Prediction Using Ensemble Approach

Author(s):  
Kavita Agrawal ◽  
G. Bhargav ◽  
E. Spandana
2010 ◽  
Vol 43 (5) ◽  
pp. 47
Author(s):  
SHERRY BOSCHERT
Keyword(s):  

Diabetes ◽  
2019 ◽  
Vol 68 (Supplement 1) ◽  
pp. 1590-P
Author(s):  
JOSE OMAR SILVERMAN RETANA ◽  
ADAM HULMAN ◽  
JANNIE NIELSEN ◽  
BENDIX CARSTENSEN ◽  
REBECCA K. SIMMONS ◽  
...  
Keyword(s):  

Diabetes ◽  
2019 ◽  
Vol 68 (Supplement 1) ◽  
pp. 1925-P
Author(s):  
SMITA MOHANTY ◽  
COLLEEN M. CHELINI ◽  
PAUL D'ALESSANDRO ◽  
GAURAV DWIVEDI

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 1316-P
Author(s):  
ERIN ALVING ◽  
KRISTEN CARLIN ◽  
DALE LEE ◽  
ALISSA J. ROBERTS ◽  
JANE DICKERSON ◽  
...  

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 172859-172868
Author(s):  
Zhengwei Ma ◽  
Sensen Guo ◽  
Gang Xu ◽  
Saddam Aziz

2016 ◽  
Vol 7 (2) ◽  
pp. 1-13 ◽  
Author(s):  
Mohammad Rashemdul Islam ◽  
Shamima Parvin Laskar ◽  
Darryl Macer

Non-communicable diseases (NCDs) disproportionately affect low and middle-income countries where nearly three quarters of NCD deaths occur. Bangladesh is also in NCD burden. This cross-sectional study was done on 50 health facilities centres at Gazipur district in Bangladesh from July 2015 to December 2015 to introduce SARA for better monitoring and evaluation of non-communicable diseases health service delivery. The General Service readiness index score was 61.52% refers to the fact that about 62% of all the facilities were ready to provide general services like basic amenities, basic equipment, standard precautions for infection prevention, and diagnostic capacity and essential medicines to the patients. But in case of non-communicable diseases, among all the health facilities 40% had chronic respiratory disease and cardiovascular diseases diagnosis/ management and only 32% had availability of diabetes diagnosis/management. Overall readiness score was 52% in chronic respiratory disease, 73% in cardiovascular disease and 70% in diabetes. Therefore, service availability and readiness of the health facilities to provide NCD related health services were not up to the mark for facing future targets.  A full-scale census survey of all the facilities of the study area would give a better understanding of the availability and service readiness.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 499-499
Author(s):  
Winnie Tong ◽  
Linda Waite

Abstract This paper updates prior work on older adult sexuality, partnership, and health by examining the most current wave of the National Social Life, Health, and Aging Project (2015-16), a population-based study of health and social factors on a national scale. Comparing data from Wave I, Cohort 1 (2005-06) and Wave I, Cohort 2 (2015-16), we ask whether there are differences in partnership, sexual behaviors and health outcomes between two cohorts (‘Traditionalists’ vs. ‘Baby Boomers’). Additionally, we examine whether sexual frequency is related to physical health, particularly the health conditions of arthritis, diabetes, cognitive impairment, and prior stroke, in both cohorts. We find significant differences between cohorts through a logistic model. For Traditionalists, age, gender, education level, partnership status and diabetes were all significantly related to sexual activity (p < 0.001). Older adults were less sexually active; men were more sexually active; the higher educated were more sexually active; diabetes patients were less sexually active; and partnered were more sexually active. For Baby Boomers, only age and partnership status were significantly related to sexual activity (p < 0.001); gender and diabetes diagnosis were also related (p <0.005). Significantly, partnership status for Boomers is negatively related to sexual activity; the other three relationships – age is related to less sexual activity, men have slightly higher sexual activity, and diabetes was related to less sexual activity – were as expected. Importantly, our findings may imply that partnership or marriage is not as significant to sexual activity, or to health outcomes, as previously believed.


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