Results 131 to 140 of about 914,662 (294)
Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition. [PDF]
Micromachines (Basel), 2022 Liu M, Luo S, Han K, DeMara RF, Bai Y.
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background X‐linked adrenoleukodystrophy (X‐ALD) is a neurometabolic disorder caused by pathogenic variants in ABCD1, leading to slowly progressive spinal cord disease in nearly all affected men. Sensitive biomarkers to quantify disease severity and predict progression are needed for clinical care and trial design.
Eda G. Kabak +4 more
wiley +1 more source
Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems. [PDF]
Entropy (Basel), 2021 Huang W +5 more
europepmc +1 more source
Predictive Ability of Plasma p‐tau217 for β‐Amyloid Status: A Prospective Multicenter Study
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Plasma tau phosphorylated at threonine 217 (p‐tau217) measured with fully automated platforms has shown high accuracy for Alzheimer's disease (AD) diagnosis, but real‐world multicenter data remain limited. We aimed to validate the diagnostic performance of p‐tau217 for identifying AD pathology in a real‐world multicenter cohort ...
Miquel Massons +33 more
wiley +1 more source
A Novel Deep-Learning Model Compression Based on Filter-Stripe Group Pruning and Its IoT Application. [PDF]
Sensors (Basel), 2022 Zhao M +5 more
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To evaluate the efficacy and safety of ofatumumab in patients with myelin oligodendrocyte glycoprotein antibody–associated disease (MOGAD), and compare it with rituximab. Methods We conducted a single–center, observational study including 22 MOGAD patients treated with ofatumumab and 21 treated with rituximab.
Yuxin Fan +5 more
wiley +1 more source
CERBEROS: Compression-Based Efficient and Robust Optimized Security for Model Stealing Defense
IEEE AccessModel stealing attacks pose an increasing threat to the confidentiality and intellectual property of artificial intelligence (AI) models. Existing defenses–such as query monitoring, output perturbation, multi-model output variation, and post hoc ...
Sohyun Keum, Jeonghyun Lee, Sangkyun Lee
doaj +1 more source
Towards Model Compression for Deep Learning Based Speech Enhancement. [PDF]
IEEE/ACM Trans Audio Speech Lang Process, 2021 Tan K, Wang D.
europepmc +1 more source
Digital data registration and differencing compression system [PDF]
A process is disclosed for x ray registration and differencing which results in more efficient compression. Differencing of registered modeled subject image with a modeled reference image forms a differenced image for compression with conventional ...
Cambridge, Vivien J., Ransford, Gary A.
core +1 more source
Recurrent Hypothermia and Autonomic Dysfunction Secondary to Shapiro Syndrome
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT A 44‐year‐old man presented with recurrent hypothermia, diaphoresis and hypertension. Extensive investigation for infectious, inflammatory, metabolic and endocrine aetiologies was negative. MR scan of the brain demonstrated no lesions but revealed callosal dysgenesis, consistent with Shapiro syndrome.
Naveen Kumar +3 more
wiley +1 more source