Functional fingerprinting for the developing brain using deep metric learning. [PDF]
Imaging Neurosci (Camb)Xu R +11 more
europepmc +1 more source
Predictive Value of Composite Inflammatory Markers for Stroke Prognosis: A Prospective Cohort Study
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Novel composite inflammatory markers' role in stroke prognosis is understudied, and the best predictor is unclear, requiring further exploration. Objectives This study aimed to systematically evaluate the associations of 6 novel composite inflammatory markers on stroke prognosis.
Bing Wu +7 more
wiley +1 more source
SMART: spatial multi-omic aggregation using graph neural networks and metric learning. [PDF]
Nat CommunDu Z, Chen Q, Huang W, Chen J, Zheng X.
europepmc +1 more source
Batch alignment of single-cell transcriptomics data using deep metric learning. [PDF]
Nat Commun, 2023 Yu X, Xu X, Zhang J, Li X.
europepmc +1 more source
Deep Learning Pose Estimation for Phenotyping of Co‐Occurring Hyperkinetic Movement Disorders
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To explore whether routine outpatient video combined with deep learning‐based pose estimation and clinically interpretable kinematic features can support multi‐label phenotyping of co‐occurring hyperkinetic movement disorders (HMDs).
Laura Cif +17 more
wiley +1 more source
TripletCell: a deep metric learning framework for accurate annotation of cell types at the single-cell level. [PDF]
Brief Bioinform, 2023 Liu Y +7 more
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Treatment of disorders of consciousness (DoC) remains a major clinical challenge, and noninvasive, targeted modulation of deep brain structures has emerged as a promising therapeutic strategy. We aimed to evaluate the feasibility/safety and preliminary effects of thalamic temporal interference stimulation (TIS) targeting centromedian‐
Gengyao Hu +7 more
wiley +1 more source
Deep Metric Learning-Based Classification for Pavement Distress Images. [PDF]
Sensors (Basel)Li Y, Wang J, Lü B, Yang H, Wu X.
europepmc +1 more source
Leaf disease image retrieval with object detection and deep metric learning. [PDF]
Front Plant Sci, 2022 Peng Y, Wang Y.
europepmc +1 more source
Histopathological Evidence of Neurodegenerative Pathology in Epilepsy: A Systematic Review
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Epilepsy affects > 50 million people worldwide and is associated with a disproportionate burden of cognitive impairment. Emerging evidence suggests that neurodegenerative proteinopathies, particularly hyperphosphorylated tau (p‐tau) and amyloid‐β (Aβ), may contribute to cognitive dysfunction in people with epilepsy (PWE), even in the absence ...
Syeda Amrah Hashmi +7 more
wiley +1 more source