output
20132025
most citedWhat Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use

261 citations

16 papers

eess.IV2025

High Resolution Isotropic 3D Cine imaging with Automated Segmentation using Concatenated 2D Real-time Imaging and Deep Learning

Mark Wrobel, Michele Pascale, Tina Yao +5

Background: Conventional cardiovascular magnetic resonance (CMR) in paediatric and congenital heart disease uses 2D, breath-hold, balanced steady state free precession (bSSFP) cine…

stat.ME2025★ 2 cited

Assessing the impact of variance heterogeneity and misspecification in mixed-effects location-scale models

Vincent Jeanselme, Marco Palma, Jessica K Barrett

Linear Mixed Model (LMM) is a common statistical approach to model the relation between exposure and outcome while capturing individual variability through random effects. However,…

stat.ME2025★ 1 cited

A Bayesian location-scale joint model for time-to-event and multivariate longitudinal data with association based on within-individual variability

Marco Palma, Ruth H Keogh, Siobhán B Carr +5

Within-individual variability of health indicators measured over time is becoming commonly used to inform about disease progression. Simple summary statistics (e.g. the standard de…

q-bio.NC2025★ 3 cited

Freezing of Gait as a Complication of Pallidal Deep Brain Stimulation in DYT- KMT2B Patients with Evidence of Striatonigral Degeneration

Laura Cif, Diane Demailly, Xavier Vasques +4

Background: Mutations in KMT2B are a recognized cause of early-onset complex dystonia, with deep brain stimulation (DBS) of the internal globus pallidus (GPi-DBS) being an effectiv…

q-bio.NC2025★ 119 cited

KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation

L Cif, D Demailly, JP Lin +112

Heterozygous mutations in KMT2B are associated with an early-onset, progressive, and often complex dystonia (DYT28). Key characteristics of typical disease include focal motor feat…

q-bio.QM2024★ 2 cited

Noise propagation and MP-PCA image denoising for high-resolution quantitative T2* and magnetic susceptibility mapping (QSM)

Liad Doniza, Mitchel Lee, Tamar Blumenfeld Katzir +5

Quantitative Susceptibility Mapping (QSM) is a technique for measuring magnetic susceptibility of tissues, aiding in the detection of pathologies like traumatic brain injury and mu…