ABSTRACT Introduction/Aims Electrodiagnostic (EDX) studies comprise nerve conduction studies (NCS) and needle electromyography (EMG). However, EDX reporting is heterogeneous across laboratories and often requires time‐consuming documentation. We aimed to evaluate a hybrid rule‐based and constrained large language model (LLM) system that drafts EDX ...
Yesung Jung +3 more
wiley +1 more source
Optimized Signal Acquisition and Advanced AI for Robust 1D EMG Classification: A Comparative Study of Machine Learning, Deep Learning, and Reinforcement Learning. [PDF]
Shinde A, Shete V, Mehendale N.
europepmc +1 more source
Ultrasound‐Confirmed Median Nerve Pseudoconduction Block due to Anatomical Variation
ABSTRACT Introduction/Aims Conduction block (CB) at non‐entrapment sites is an important electrodiagnostic (EDX) feature supporting acquired demyelinating neuropathies. However, anatomical variation may produce pseudoconduction block, mimicking true CB.
Yajing Ye +2 more
wiley +1 more source
Development of a machine learning model using structured and unstructured features for predicting surgery among patients with carpal tunnel syndrome: development and validation. [PDF]
Lee JH, Ryu B, Lee Y.
europepmc +1 more source
ABSTRACT The flail limb syndrome is primarily a lower motor neuron disorder that initially affects proximal arm muscles (flail arm syndrome—FAS) or distal leg muscles (flail leg syndrome—FLS). Both were recognized early on (1886 for FAS and 1918 for FLS) as somewhat distinct from classic amyotrophic lateral sclerosis (ALS).
Mark B. Bromberg
wiley +1 more source
Prevalence of rotator cuff tear concomitant with neuropathy: analysis of 659 cases using needle electromyography. [PDF]
Ochiai N +5 more
europepmc +1 more source
Effects of spinal cord transcutaneous stimulation priming on single-leg balance control. [PDF]
Zaccaron S +5 more
europepmc +1 more source
ABSTRACT Aims Neurogenic lower urinary tract dysfunction (NLUTD) describes a wide range of symptoms depending on neurologic diagnosis and the resulting bladder and sphincter dysfunction. This narrative review is designed to address the question regarding which NLUTD population benefits most from pelvic floor therapy and behavioral interventions, and ...
Sara M. Lenherr
wiley +1 more source
Subthalamic CaMKIIα-expressing neurons facilitate recovery from propofol anesthesia via the STN-ventral pallidum pathway. [PDF]
Bai S +14 more
europepmc +1 more source

