Results 11 to 20 of about 767,112 (259)

Development and Validation of ARC, a Model for Anticipating Acute Respiratory Failure in Coronavirus Disease 2019 Patients

open access: yesCritical Care Explorations, 2021
OBJECTIVES:. To evaluate factors predictive of clinical progression among coronavirus disease 2019 patients following admission, and whether continuous, automated assessments of patient status may contribute to optimal monitoring and management. DESIGN:.
Suchi Saria, PhD   +8 more
doaj   +1 more source

Bayesian Approximations to Hidden Semi-Markov Models for Telemetric Monitoring of Physical Activity [PDF]

open access: yes, 2022
We propose a Bayesian hidden Markov model for analyzing time series and sequential data where a special structure of the transition probability matrix is embedded to model explicit-duration semi-Markovian dynamics.
Fiecas, Mark   +2 more
core   +1 more source

Impact of COVID-19 pandemic on African indigenous vegetables value chain in Kenya

open access: yesAgriculture & Food Security, 2021
Background African indigenous vegetables are important for food security and nutrition, and income of the poor farm households. In the era of COVID-19, they are critical for boosting people’s immunity. Unfortunately, both production of and trade in these
Maurice Juma Ogada   +6 more
doaj   +1 more source

Simulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity [PDF]

open access: yes, 2023
Simulation-based calibration checking (SBC) is a practical method to validate computationally-derived posterior distributions or their approximations. In this paper, we introduce a new variant of SBC to alleviate several known problems.
Shinyoung, Kim   +9 more
core   +1 more source

Assigning metabolic rate measurements to torpor and euthermy in heterothermic endotherms: ‘torpor’, a new package for R

open access: yesBiology Open, 2022
Torpor is a state of controlled reduction of metabolic rate (M) in endotherms. Assigning measurements of M to torpor or euthermy can be challenging, especially when the difference between euthermic M and torpid M is small, in species defending a high ...
Nicolas J. Fasel   +2 more
doaj   +1 more source

Genetic evaluation of eggshell color based on additive and dominance models in laying hens [PDF]

open access: yesAsian-Australasian Journal of Animal Sciences, 2020
Objective Eggshells with a uniform color and intensity are important for egg production because many consumers assess the quality of an egg according to the shell color.
Jun Guo   +6 more
doaj   +1 more source

Potential estimation model in French alpine skiing - Individual evolution curve and progression typology

open access: yesFrontiers in Physiology, 2023
Estimating the potential of alpine skiers is an unresolved question, especially because of the complexity of sports performance. We developed a potential estimation model based solely on the evolution of performance as a function of age. A bayesian mixed
Quentin De Larochelambert   +12 more
doaj   +1 more source

Approximate Learning of High Dimensional Bayesian Network Structures via Pruning of Candidate Parent Sets

open access: yesEntropy, 2020
Score-based algorithms that learn Bayesian Network (BN) structures provide solutions ranging from different levels of approximate learning to exact learning.
Zhigao Guo, Anthony C. Constantinou
doaj   +1 more source

Linking Remote Sensing with APSIM through Emulation and Bayesian Optimization to Improve Yield Prediction

open access: yesRemote Sensing, 2022
The enormous increase in the volume of Earth Observations (EOs) has provided the scientific community with unprecedented temporal, spatial, and spectral information.
Hamze Dokoohaki   +5 more
doaj   +1 more source

Machine learning based on landslide susceptibility assessment with Bayesian optimized the hyperparameters

open access: yes地质科技通报, 2022
In machine learning-based landslide susceptibility assessment, there are some differences in the evaluation results obtained by using different hyperparameters.
Can Yang   +4 more
doaj   +1 more source

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