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Analýza faktorů asociovaných s vícečetnými příčinami smrti v Česku v roce 2018 pomocí XGBoost regrese a metody SHAP

open access: yesDemografie
This study focuses on the factors that are associated with recording multiple causes as the cause of death in Czechia. An XGBoost multiple regression is used in the analysis and its results are interpreted with SHAP values.
Bety Ukolova, Boris Burcin
doaj   +1 more source

The Multinomial Regression Modeling of the Cause-of-Death Mortality of the Oldest Old in the U.S. [PDF]

open access: yes, 2008
The statistical modeling of the causes of death of the oldest old (persons aged 80 and over) in the U.S. in 2001 was conducted in this article. Data were analyzed using a multinomial logistic regression model (MNLM) because multiple causes of death are ...
Min, Hosik, Poston, Dudley L., Jr.
core   +2 more sources

Brucella abortus Infection of Placental Trophoblasts Triggers Endoplasmic Reticulum Stress-Mediated Cell Death and Fetal Loss via Type IV Secretion System-Dependent Activation of CHOP. [PDF]

open access: yes, 2019
Subversion of endoplasmic reticulum (ER) function is a feature shared by multiple intracellular bacteria and viruses, and in many cases this disruption of cellular function activates pathways of the unfolded protein response (UPR).
Atluri, Vidya L   +14 more
core   +1 more source

Impact of socioeconomic deprivation on rate and cause of death in severe mental illness [PDF]

open access: yes, 2014
Background: Socioeconomic status has important associations with disease-specific mortality in the general population. Although individuals with Severe Mental Illnesses (SMI) experience significant premature mortality, the relationship between ...
AC Phillips   +47 more
core   +2 more sources

A Linked Data Approach to Help Identify Therapeutic Targets for Cancer [PDF]

open access: yes, 2011
Cancer is still one of the leading causes of death in the developed world. To address this problem, the US National Institutes of Health (NIH) has launched The Cancer Genome Atlas (TCGA), a large scale systematic approach to characterize tumor samples ...
Helena Deus
core   +2 more sources

Cause-of-Death Diversity From a Multiple-Cause Perspective in the United States

open access: yesDemography, 2023
Abstract Cause-of-death diversity captures the variability of deaths across causes and is an important marker of heterogeneity in a population's health. We contribute to the debate of cause-of-death diversity dynamics by following a novel multiple causes of death (MCOD) approach and applying it to the U.S.
Sergi Trias-Llimós, Iñaki Permanyer
openaire   +3 more sources

Outcomes of Live Virus Vaccination in Patients With Vascular Anomalies Being Treated With Sirolimus

open access: yesPediatric Blood &Cancer, EarlyView.
ABSTRACT Background Live vaccination in patients with vascular anomalies (VA) receiving sirolimus remains controversial due to immunosuppressive effects and theoretical risks. Procedure This single‐center retrospective study included patients with VA less than 4 years old at the start of sirolimus therapy who were incompletely vaccinated.
Svatava Merkle   +5 more
wiley   +1 more source

What are the causes of death of patients with tuberculosis? Multiple causes of death in a cohort of cases and a research proposal of presumed causes

open access: yesInternational Journal of Population Data Science, 2017
Objetctive The objective of this study was to analyze the multiple causes of death in a cohort of patients with tuberculosis (TB) and to introduce an investigation proposal death for TB from a list of presumable causes.
Marli Rocha   +4 more
doaj   +1 more source

Intérêt de l’analyse des causes multiples dans l’étude de la mortalité aux grands âges : l’exemple français [PDF]

open access: yes, 2004
En France, la plus grande part des décès se produit aux âges élevés et même très élevés. Le décès est alors souvent l’aboutissement d’un processus complexe qui met en jeu plusieurs affections.
Désesquelles, Aline, Meslé, France
core   +1 more source

Pulmonary Dysfunction Is Associated With Sleep Study Abnormalities in Children With Sickle Cell Disease: A Multicenter Study

open access: yesPediatric Blood &Cancer, EarlyView.
ABSTRACT Introduction Pulmonary dysfunction and sleep abnormalities are common in children with sickle cell disease (SCD) and are associated with worse clinical outcomes. Whether spirometry abnormalities are associated with polysomnography (PSG) findings remains unclear.
Ammar Saadoon Alishlash   +4 more
wiley   +1 more source

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