Steven A. Kautz

CALM-VLM: CALIBRATION AND SELECTIVE PREDICTION IN VISION-LANGUAGE MODELS FOR RELIABLE BRAIN MRI CLASSIFICATION

CALM-VLM improves confidence and reliability in brain MRI classification by calibrating vision-language models and enabling selective prediction.

Complex Genetics and Regulatory Drivers of Hypermobile Ehlers-Danlos Syndrome: Insights from Genome-Wide Association Study Meta-analysis

This study identifies two genome-wide significant loci associated with hypermobile Ehlers-Danlos syndrome, implicating neuroimmune and pain signaling pathways and highlighting genetic correlations with multiple comorbid conditions.

Intermuscular coherences of plantarflexors during walking suggest distinct neural origin and function for alpha and beta/low-gamma bands after stroke

This study examines intermuscular coherences in plantarflexor muscles post-stroke, finding degraded beta and low-gamma coherence on the paretic side and preserved alpha coherence linked to propulsive impulse.

Data-driven biomarkers outperform theory-based biomarkers in predicting stroke motor outcomes

This study compares data-driven and theory-based biomarkers for predicting chronic motor outcomes after stroke, finding data-driven models perform better, especially when using structural disconnection measures.

Chronic stroke sensorimotor impairment is related to smaller hippocampal volumes: An ENIGMA analysis

This study finds that smaller ipsilesional hippocampal volume is associated with worse upper limb sensorimotor impairment in chronic stroke patients, with a stronger effect in women.

Global brain health modulates the impact of lesion damage on post-stroke sensorimotor outcomes

This study shows that global brain health, measured by brain age, influences post-stroke sensorimotor outcomes and mediates the effect of lesion damage.

Smaller spared subcortical nuclei are associated with worse post-stroke sensorimotor outcomes in 28 cohorts worldwide

This study finds that smaller spared subcortical nuclei are linked to worse sensorimotor outcomes after stroke, varying by time since stroke and type of impairment.

Direction of gait asymmetry following stroke determines acute response to locomotor task

The paper examines how different gait asymmetry patterns respond to various locomotor task conditions after stroke, finding differential effects suggesting tailored interventions may be needed.