Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data. [PDF]
Liu Q, Lee KH, Kang HB.
europepmc +1 more source
Tug of War games and PDEs on graphs with applications in image and high dimensional data processing. [PDF]
Ennaji H, Quéau Y, Elmoataz A.
europepmc +1 more source
Relationship Between Neurologic Symptoms and Signs and FMR1 Genotype in Premutation Carriers
ABSTRACT Background and Objectives Fragile X‐associated Tremor/Ataxia Syndrome (FXTAS) is the most severe late‐onset condition caused by a premutation in the FMR1 gene, characterized by expanded CGG triplet repeats of 55–200. Clinical presentations of FXTAS, including gait ataxia, kinetic tremor, cognitive decline, and rare Parkinsonism, are linked to ...
Flora Tassone +8 more
wiley +1 more source
Penalized landmark supermodels (penLM) for dynamic prediction for time-to-event outcomes in high-dimensional data. [PDF]
Fries AH, Choi E, Han SS.
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Integrative Learning of Structured High-Dimensional Data from Multiple Datasets. [PDF]
Chang C, Dai Z, Oh J, Long Q.
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Objective We aimed to validate the Pediatric Arthritis Ultrasound Scoring System (PAUSS) for upper extremity joints in children with juvenile idiopathic arthritis (JIA). Methods Children with JIA were evaluated for elbow, wrist, or finger arthritis by clinical examination (CE) and musculoskeletal ultrasound (MSUS) with images scored according to the ...
Patricia Vega‐Fernandez +12 more
wiley +1 more source
Model-Free Statistical Inference on High-Dimensional Data. [PDF]
Guo X, Li R, Zhang Z, Zou C.
europepmc +1 more source
Clustering high-dimensional data via feature selection. [PDF]
Liu T, Lu Y, Zhu B, Zhao H.
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Objective We examined whether 18 months of strength training in individuals with knee varus alignment and medial tibiofemoral osteoarthritis (OA) reduced knee joint loads during walking compared to an attention control group. Methods This study was a secondary analysis of a randomized clinical trial that compared the effects of strength training to a ...
Stephen P. Messier +12 more
wiley +1 more source
Communication-Efficient Distributed Estimation of Causal Effects With High-Dimensional Data. [PDF]
Wang X, Tong J, Peng S, Chen Y, Ning Y.
europepmc +1 more source

