Developmental and Epileptic Encephalopathy due to Biallelic Pathogenic Variants in PIGM
ABSTRACT Objective PIGM encodes a critical enzyme in the glycosylphosphatidylinositol (GPI)‐anchor biosynthesis pathway. While promoter‐region mutations in PIGM have been associated with a relatively mild phenotype characterized by portal vein thrombosis and absence seizures, recent evidence suggests that coding‐region mutations result in a more severe
Júlia Sala‐Coromina +11 more
wiley +1 more source
Population Risk Improvement with Model Compression: An Information-Theoretic Approach. [PDF]
Bu Y, Gao W, Zou S, Veeravalli VV.
europepmc +1 more source
Ketogenic Diet as an Epigenetic Therapy in SETD1B‐Related Epilepsy
ABSTRACT Histone lysine methyltransferases such as SETD1B regulate chromatin structure and gene transcription. Ketone bodies, including butyrate, act as histone deacetylase inhibitors. We report a 4‐year‐old boy with SETD1B‐related absence epilepsy, refractory to conventional medications, who achieved sustained > 90% seizure reduction on the Modified ...
Erica Tsang +10 more
wiley +1 more source
Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition. [PDF]
Liu M, Luo S, Han K, DeMara RF, Bai Y.
europepmc +1 more source
Cracking the Code: Genotype–Phenotype Correlation Models in Sarcoglycanopathies
ABSTRACT Objective Sarcoglycanopathies are among the most severe limb‐girdle muscular dystrophies (LGMD), though milder presentations have been described. These diseases are primarily caused by missense variants, but the limited predictability of their effect on protein maturation, complex formation, and transport has hindered reliable genotype ...
Leonela Luce +72 more
wiley +1 more source
Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems. [PDF]
Huang W +5 more
europepmc +1 more source
SPG4 and Dementia: Expanding the Clinical Spectrum
ABSTRACT Objective Hereditary spastic paraplegia (HSP) is a group of disorders characterized by progressive spasticity and lower limb weakness, with mutations in SPG4/SPAST being the most common cause. Detailed studies and clinical and molecular comparisons across different populations are missing.
Emanuele Panza +19 more
wiley +1 more source
A Novel Deep-Learning Model Compression Based on Filter-Stripe Group Pruning and Its IoT Application. [PDF]
Zhao M +5 more
europepmc +1 more source
Objective Foot orthoses are thought to improve pain by potentially modifying internal mechanical forces. To test this, we explored whether foot orthoses can modify patterns of bone marrow lesions (BMLs) in people with midfoot pain. Methods Forty‐two people were recruited with midfoot pain, and magnetic resonance imaging–confirmed midfoot BMLs ...
Jill Halstead +4 more
wiley +1 more source
CERBEROS: Compression-Based Efficient and Robust Optimized Security for Model Stealing Defense
Model 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

