Value of MRI Outcomes for Preventive and Early‐Stage Trials in Spinocerebellar Ataxias 1 and 3
ABSTRACT Objective To examine the value of MRI outcomes as endpoints for preventive and early‐stage trials of two polyglutamine spinocerebellar ataxias (SCAs). Methods A cohort of 100 participants (23 SCA1, 63 SCA3, median Scale for the Assessment and Rating of Ataxia (SARA) score = 5, 42% preataxic, and 14 gene‐negative controls) was scanned at 3T up ...
Thiago J. R. Rezende +26 more
wiley +1 more source
A framework for causal concept-based model explanations. [PDF]
Bjøru AR +4 more
europepmc +1 more source
Vestibular Patient Journey: Insights From Vestibular Disorders Association (VeDA) Registry
ABSTRACT Objective Vestibular symptoms impose a high burden of disability. Understanding real‐world diagnostic and treatment pathways can identify care gaps and guide interventions. We aimed to characterize symptom profiles, diagnostic trends, provider involvement, and treatment patterns in vestibular disorders.
Ali Rafati +10 more
wiley +1 more source
Generative models and synthetic data in clinical prediction models: Promoting consistency, reproducibility, and transparency. [PDF]
Mangino AA, Ahmed T, Sorrell VL.
europepmc +1 more source
Developmental and Epileptic Encephalopathy due to Biallelic Pathogenic Variants in PIGM
ABSTRACT Objective PIGM encodes a critical enzyme in the glycosylphosphatidylinositol (GPI)‐anchor biosynthesis pathway. While promoter‐region mutations in PIGM have been associated with a relatively mild phenotype characterized by portal vein thrombosis and absence seizures, recent evidence suggests that coding‐region mutations result in a more severe
Júlia Sala‐Coromina +11 more
wiley +1 more source
A case-based explainable graph neural network framework for mechanistic drug repositioning. [PDF]
Gonzalez-Cavazos AC +3 more
europepmc +1 more source
Patient-specific 3D cryo(bio)printing of a glenoid labrum scaffold for fibrocartilaginous tissue engineering. [PDF]
da Silva FT, de Souza CM, Stocco TD.
europepmc +1 more source
Current use of pre-clinical models for evaluation of human adenovirus-based cancer therapeutics. [PDF]
Cole DK +3 more
europepmc +1 more source
Benchmarking Interpretability in Healthcare Using Pattern Discovery and Disentanglement. [PDF]
Zhou PY +5 more
europepmc +1 more source
Evaluating sentiment analysis models in healthcare: addressing bias and enhancing interpretability. [PDF]
Wang C, Miao Z, Zeng H.
europepmc +1 more source

