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4. Modelling Survival Data in Medical Research

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This article is published in Journal of The Royal Statistical Society Series A-statistics in Society.The article was published on 1995-01-01. It has received 1092 citations till now. The article focuses on the topics: Medical research.

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Mineral Metabolism, Mortality, and Morbidity in Maintenance Hemodialysis

TL;DR: Hyperphosphatemia and hyperparathyroidism were significantly associated with all-cause, cardiovascular, and fracture-related hospitalization, and the population attributable risk percentage for disorders of mineral metabolism was 17.5%, owing largely to the high prevalence of hyperph phosphatemia.
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Overall Survival and Updated Results for Sunitinib Compared With Interferon Alfa in Patients With Metastatic Renal Cell Carcinoma

TL;DR: Sunitinib demonstrates longer overall survival compared with IFN-alpha plus improvement in response and progression-free survival in the first-line treatment of patients with metastatic RCC, highlighting an improved prognosis in patients with RCC in the era of targeted therapy.
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Survival and Prognostic Stratification of 670 Patients With Advanced Renal Cell Carcinoma

TL;DR: Five prognostic factors for predicting survival were identified and used to categorize patients with metastatic RCC into three risk groups, for which the median survival times were separated by 6 months or more.
References
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Journal ArticleDOI

The association between household bed net ownership and all-cause child mortality in Madagascar.

TL;DR: Mass bed net distributions contributed strongly to the overall decline in child mortality in Madagascar during the period 2008–2013, however, the decline was not solely attributable to increases in bed net coverage, and nets alone were not able to eliminate most of the child mortality hazard across the island.
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On the robustness of right and middle censoring schemes in parametric survival models

TL;DR: This study shows that, regardless the parametric model and for given values of the other factors, estimates for middle censoring are more robust compared to those for right censoring.

Estimating The Impact of a Select Criteria Pollutant (PM2.5) on Childhood Asthma in Florida

Shabnam Mehra
TL;DR: This chapter discusses the development of artificial intelligence and its applications in the field of medicine, as well as some of the basic principles behind its development.
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Treatment of the critically ill patient with protein C: Is it worth the cost?

TL;DR: The results support the PROWESS study, in that patients with a very severe disease, having low protein C levels, may benefit from protein C treatment in a cost effective way.
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Identification of outcome-related driver mutations in cancer using conditional co-occurrence distributions

TL;DR: VALORATE is a novel algorithm for the estimation of the null distribution for the log-rank, independent of the number of mutations, based on conditional distributions of the co-occurrences between events and mutations, which suggests that it is accurate, fast, and can identify both known and novel gene mutations.