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Predictive Modeling of Weight Loss and Metabolic Health Outcomes: A Retrospective Predictive Modeling Study [PDF]

open access: yesHealth Science Reports
Background Obesity is a chronic, complicated, and progressive disease that significantly affects mortality, quality of life, and overall health in nearly 13% of the adult population worldwide.
Rolando Andrade‐Calle   +2 more
doaj   +2 more sources

Clinical prediction models [PDF]

open access: yesChild's Nervous System, 2020
_Dear Editor:_ The number of articles presenting a neurosurgical prediction model is rapidly increasing. Although the number of publications reporting a clinical prediction model in _Child’s Nervous System, Journal of Neurosurgery Pediatrics_, and _Pediatric Neurosurgery_ is relatively constant over the years (Fig.
Mijderwijk, Hendrik-Jan   +3 more
openaire   +3 more sources

Current Topics in Technology-Enabled Stroke Rehabilitation and Reintegration: A Scoping Review and Content Analysis

open access: yesIEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023
Background. There is a worldwide health crisis stemming from the rising incidence of various debilitating chronic diseases, with stroke as a leading contributor.
Katryna Cisek, John D. Kelleher
doaj   +1 more source

Spectral EEG correlations from the different phases of general anesthesia

open access: yesFrontiers in Medicine, 2023
IntroductionElectroencephalography (EEG) signals contain transient oscillation patterns commonly used to classify brain states in responses to action, sleep, coma or anesthesia.MethodsUsing a time-frequency analysis of the EEG, we search for possible ...
Christophe Sun   +3 more
doaj   +1 more source

A Machine Learning Approach for Collusion Detection in Electricity Markets Based on Nash Equilibrium Theory

open access: yesJournal of Modern Power Systems and Clean Energy, 2021
We aim to provide a tool for independent system operators to detect the collusion and identify the colluding firms by using day-ahead data. In this paper, an approach based on supervised machine learning is presented for collusion detection in ...
Peyman Razmi   +2 more
doaj   +1 more source

Risk prediction models [PDF]

open access: yesNephrology Dialysis Transplantation, 2013
Prognostic research focuses on the prediction of the future course of a given disease in probability terms. Prognostication is performed by clinical decision makers by using risk prediction models that allow us to estimate the probability that a specific event occurs in a given patient over a predefined time period conditional on prognostic factors ...
Tripepi G   +5 more
openaire   +3 more sources

Which Upstream Solar Wind Conditions Matter Most in Predicting Bz Within Coronal Mass Ejections

open access: yesSpace Weather, 2023
Accurately predicting the z‐component of the interplanetary magnetic field, particularly during the passage of an interplanetary coronal mass ejection (ICME), is a crucial objective for space weather predictions.
Pete Riley, M. A. Reiss, C. Möstl
doaj   +1 more source

Predictive Modeling in Medicine

open access: yesEncyclopedia, 2023
Predictive modeling is a complex methodology that involves leveraging advanced mathematical and computational techniques to forecast future occurrences or outcomes.
Milan Toma, Ong Chi Wei
doaj   +1 more source

Clinical prediction models [PDF]

open access: yesBritish Journal of Surgery, 2016
Clinical prediction models (also known as prognostic models, risk scores) are mathematical equations that relate multiple predictors (risk factors, co-variates) to the probability of having a disease or condition (diagnostic) or the probability that an event will happen in the future (prognostic).
Ranstam, J, Cook, J, Collins, G
openaire   +3 more sources

Factors that pre-determine the main subtypes of ischemic stroke in middle-aged and senior women [PDF]

open access: yesАнналы клинической и экспериментальной неврологии, 2023
Introduction. Brain health and active longevity are affected by a number of stroke risk factors. We should identify their relative impact on the main subtypes of ischemic stroke (IS) in middle-aged and senior women to consider prevention and management ...
Marina Yu. Maximova   +1 more
doaj   +1 more source

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