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Survival stacking: casting survival analysis as a classification problem [PDF]
While there are many well-developed data science methods for classification and regression, there are relatively few methods for working with right-censored data. Here, we present "survival stacking": a method for casting survival analysis problems as classification problems, thereby allowing the use of general classification methods and software in a ...
arxiv
Genetic architecture of rainbow trout survival from egg to adult [PDF]
Survival from birth to a reproductive adult is a challenge that only robust individuals resistant to a variety of mortality factors will overcome. To assess whether survival traits share genetic architecture throughout the life cycle, we estimated ...
Kause, A.+5 more
core +2 more sources
Corona Virus Disease2019 (COVID-19) is a disease that shocked the world at the end of 2019. Based on data, positive cases of Covid-19 in Indonesia on July 29, 2021 reached 3,331,206 people, with 3,240,654 Covid-19 patients recovering and 90,552 Covid-19
Iqbal Firdaus Iqbal+3 more
doaj +1 more source
Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models [PDF]
The aim of survival analysis in healthcare is to estimate the probability of occurrence of an event, such as a patient's death in an intensive care unit (ICU). Recent developments in deep neural networks (DNNs) for survival analysis show the superiority of these models in comparison with other well-known models in survival analysis applications ...
arxiv
Advanced survival models for risk-factor analysis in scrapie [PDF]
Because of the confounding effects of long incubation duration and flock management, accurate epidemiological studies of scrapie outbreaks are difficult to carry out.
Andréoletti, Olivier+6 more
core +3 more sources
Current knowledge of amphibian diversity in Sumatra, and its significance for conservation
The amphibians of the Indonesian island of Sumatra are poorly known, despite it being recognized as a biodiversity hotspot. For determining conservation priorities, up-to-date knowledge of the state of amphibian diversity in Sumatra is crucial ...
Umilaela Arifin
doaj +1 more source
Learning Survival Distribution with Implicit Survival Function [PDF]
Survival analysis aims at modeling the relationship between covariates and event occurrence with some untracked (censored) samples. In implementation, existing methods model the survival distribution with strong assumptions or in a discrete time space for likelihood estimation with censorship, which leads to weak generalization.
arxiv
The impact of old age on cancer-specific and non-cancer-related survival following elective potentially curative surgery for Dukes A/B colorectal cancer [PDF]
Previous studies have suggested that survival following surgery for colorectal cancer is poorer in the elderly. However, the findings were inconsistent and none of the studies adjusted for case mix.
Hole, D.J.+2 more
core +2 more sources
On the IUCN Red List the saltwater crocodile Crocodylus porosus is categorized globally as Least Concern, with national populations ranging from fully recovered to extinct.
Sebastian Brackhane+8 more
doaj +1 more source
OBJECTIVES: The study aimed to (i) determine the influence of poor health on competing exit routes from paid employment among older workers in Europe, (ii) assess whether these risks are different among welfare state regimes in Europe, and (iii) evaluate
Kerstin G Reeuwijk+4 more
doaj +1 more source