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Time-Dependent Deep Learning Prediction of Multiple Sclerosis Disability
The majority of deep learning models in medical image analysis concentrate on single snapshot timepoint circumstances, such as the identification of...
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The Prediction of Healthcare Utilization by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older
BackgroundPopulation aging is occurring worldwide. As a result, frailty and disability are in the full interest of practice, policy, and science. An...
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Machine Learning–Based Prediction of Functional Disability: a Cohort Study of Japanese Older Adults in 2013–2019
BackgroundIt is important to identify older adults at high risk of functional disability and to take preventive measures for them at an early stage....
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Interpretable classifiers for prediction of disability trajectories using a nationwide longitudinal database
ObjectivesTo explore the heterogeneous disability trajectories and construct explainable machine learning models for effective prediction of...
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Preterm General Movements in Prediction of Neurodevelopmental Disability and Cerebral Palsy at Two Years: A Prospective Cohort Study
BackgroundA neurological assessment before discharge from the NICU would enable early targeted intervention to mitigate the risk and severity of...
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Development and temporal validation of clinical prediction models for 1-year disability and pain after lumbar decompressive surgery. The Norwich Lumbar Surgery Predictor (development version)
PurposeTo identify clinical predictors and build prediction models for 1-year patient-reported outcomes measures (PROMs) after lumbar decompressive...
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Prediction of acute cerebrovascular stroke disability using mSOAR score (Stroke subtype, Oxfordshire Community Stroke Project, age, mRS and NIHSS)
BackgroundStroke is among the most prevalent causes of disability. An easy reliable tool to predict stroke outcomes will help manage neurological and...
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Disability prevalence: comparing four types of disability measures in the community
BackgroundThere is no general consensus on how to measure disability and disability prevalence rates. The results of previous estimates could not be...
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Novel physical performance-based models for activities of daily living disability prediction among Chinese older community population: a nationally representative survey in China
BackgroundPhysical performances including upper and lower limb functions have predictive roles in activities of daily living (ADL) disability, but...
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Hospitalization-associated disability prediction using Hospital Frailty Risk Score in older patients undergoing pancreatectomy
PurposeFrailty and hospitalization-associated disabilities (HAD) are geriatric conditions that should be managed in older patients undergoing...
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The Description and Prediction of Incidence, Prevalence, Mortality, Disability-Adjusted Life Years Cases, and Corresponding Age-Standardized Rates for Global Diabetes
ObjectiveDiabetes is a life-long disease that poses a serious threat to safety and health. We aimed to assess the disease burden attributable to...
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Potential utility of physical function measures to improve the risk prediction of functional disability in community-dwelling older Japanese adults: a prospective study
BackgroundWhile gait speed, one-leg standing balance, and handgrip strength have been shown to be independent predictors for functional disability,...
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Association between multisite musculoskeletal pain and disability trajectories among community-dwelling older adults
BackgroundPain is linked to disability, but how multisite musculoskeletal pain leads to disability over time is not well elaborated.
Objective ...
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Central sensitization negatively influences the level of disability in female patients with anterior knee pain
PurposeTo define the prevalence of Central Sensitization (CS) in patients with Anterior Knee Pain (AKP) and determine whether there is an association...
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Effects of preoperative nutritional status on disability-free survival after cardiac and thoracic aortic surgery: a prospective observational study
PurposePreoperative malnutrition is associated with postoperative complications, prolonged intensive care unit stay, and mortality, leading to...
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Tract-wise microstructural analysis informs on current and future disability in early multiple sclerosis
ObjectivesMicrostructural characterization of patients with multiple sclerosis (MS) has been shown to correlate better with disability compared to...
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A novel heterozygous ZBTB18 missense mutation in a family with non-syndromic intellectual disability
Intellectual disability (ID) is a common neurodevelopmental disorder characterized by significantly impaired adaptive behavior and cognitive...
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Development and validation of prediction model for older adults with cognitive frailty
ObjectiveThis study sought to develop and validate a 6-year risk prediction model in older adults with cognitive frailty (CF).
Methods ...
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Poor lumbar spine coordination in acute low back pain predicts persistent long-term pain and disability
PurposeSitting balance on an unstable surface requires coordinated out-of-phase lumbar spine and provides sufficient challenge to expose quality of...
