A Spatially Distributed Perturbation Strategy with Smoothed Gradient Sign Method for Adversarial Analysis of Image Classification Systems. [PDF]
Xu Y, Li J, Chang D, Dong Y.
europepmc +1 more source
Cutaneous Phosphorylated Alpha‐Synuclein in Lewy Body Dementia
ABSTRACT Objective To determine the test performance of cutaneous phosphorylated alpha‐synuclein (P‐SYN) in dementia with Lewy bodies (DLB), individuals with reduced Montreal Cognitive Assessment (MoCA) and healthy controls. Methods This is the first subgroup analysis of the Synuclein‐One study, a prospective, blinded study evaluating P‐SYN detection ...
Christopher H. Gibbons +31 more
wiley +1 more source
FM-DLM: A new method for image classification based on the fusion of multi-level deep learning models. [PDF]
Jin G, Li H, Du H, Song Q.
europepmc +1 more source
Remote Monitoring in Myasthenia Gravis: Exploring Symptom Variability
ABSTRACT Background Myasthenia gravis (MG) is a rare, autoimmune disorder characterized by fluctuating muscle weakness and potential life‐threatening crises. While continuous specialized care is essential, access barriers often delay timely interventions. To address this, we developed MyaLink, a telemedical platform for MG patients.
Maike Stein +13 more
wiley +1 more source
MedNeXt for accurate medical image classification and segmentation: A lightweight transformer-style convolutional neural network. [PDF]
Xue Z, Pi P, Liu Z, Zeng Z, Sun Z.
europepmc +1 more source
Patterns of Postictal Abnormalities in Relation to Status Epilepticus in Adults
ABSTRACT Objective Abnormalities on peri‐ictal diffusion‐weighted magnetic resonance imaging (DWI‐PMAs) are well‐established for patients with status epilepticus (SE), but knowledge on patterns of DWI‐PMAs and their prognostic impact is sparse. Methods This systematic review and individual participant data meta‐analysis included observational studies ...
Andrea Enerstad Bolle +11 more
wiley +1 more source
SGFNet: Redundancy-Reduced Spectral-Spatial Fusion Network for Hyperspectral Image Classification. [PDF]
Wang B, Cao C, Kong D.
europepmc +1 more source
MDF2Former: Multi-Scale Dual-Domain Feature Fusion Transformer for Hyperspectral Image Classification of Bacteria in Murine Wounds. [PDF]
Wu D +8 more
europepmc +1 more source
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification
Saifullah Saifullah +3 more
openalex +1 more source

