Advances in Multidimensional Molecular Mechanisms of Epilepsy and Precision Therapy Strategies
Epilepsy arises from a multidimensional network imbalance, integrating genetic, inflammatory, and metabolic disruptions. This complexity drives neuronal hyperexcitability and underpins therapeutic challenges. Our review highlights how emerging precision strategies, from targeted molecular therapies to neuromodulation, offer a transformative path toward
Yimin Han +7 more
wiley +1 more source
Bi‐Model Deep Learning Architectures: A Systematic Review of Fusion Strategies and Design Taxonomies
ABSTRACT Bi‐model deep learning, the coordinated use of two complementary models or modalities, has emerged as a powerful paradigm for improving predictive accuracy and robustness in complex real‐world applications. However, existing research remains scattered across domain‐specific studies, with no unified account of the architectural patterns, fusion
Jasmin Z. K. Chu +3 more
wiley +1 more source
Deep learning-based detection of focal cortical dysplasia in children: External validation of the MELD Graph and 3D-nnUNet pipelines. [PDF]
Dell'Orco A +9 more
europepmc +1 more source
ABSTRACT Epilepsy is the most disabling neurological disease that affects all economic classes, age groups, regions, and races. Although many antiseizure drugs are approved for epilepsy treatment, they fail to work in about 30%–40% of patients. Thus, there is a great need to identify better pharmacological agents to treat epilepsy.
Janakiraman Pillai Udaiyappan +3 more
wiley +1 more source
Correction: Machine learning-based lateralization and localization of seizure onset in focal cortical dysplasia patients using ictal scalp EEG. [PDF]
Shin Y +7 more
europepmc +1 more source
Renal Neuroendocrine Tumor Mimicking Upper Tract Urothelial Carcinoma
ABSTRACT Introduction Renal pelvic or peripelvic neuroendocrine tumors are rare and may radiologically mimic invasive upper tract urothelial carcinoma. Case Presentation A man in his 70s presented with two episodes of painless gross hematuria and lower urinary tract symptoms from benign prostatic hyperplasia.
Jia‐Yuh Sheu +2 more
wiley +1 more source
Temporal epilepsy associated with hippocampal focal cortical dysplasia. [PDF]
Tran TPY +6 more
europepmc +1 more source
Investigation and characterisation of genetic factors in focal cortical dysplasia
Fokāla korikāla displāzija ir viens no biežākajiem smagas bērnu epilepsijas cēloņiem, kura molekulārie un ģenētiskie faktori nav pilnībā noskaidroti. Šī darba mērķis bija raksturot fokālas kortikālas displāzijas ģenētiskos faktorus, kas izraisa galvas ...
Veite, Laura
core
Consensus Guidelines for Diagnosis and Management of Pyruvate Dehydrogenase Complex Deficiency
ABSTRACT Primary pyruvate dehydrogenase complex deficiency (PDCD) comprises a group of monogenic disorders caused by pathogenic variants in genes encoding subunits of, or regulatory components affecting, the pyruvate dehydrogenase complex. The clinical phenotype spans a broad continuum, ranging from early onset congenital lactic acidosis to infantile ...
Nandaki Keshavan +23 more
wiley +1 more source
CX3CL1/CX3CR1 axis dysregulation contributes to epileptogenic mechanisms in focal cortical dysplasia. [PDF]
Lei L +7 more
europepmc +1 more source

