A scalable blockchain-enabled federated learning architecture for edge computing. [PDF]
Ren S, Kim E, Lee C.
europepmc +1 more source
Abstract Purpose This study aims to evaluate how different gantry angles, breathing rates (BPM), cine image speeds, and tracking algorithms affect beam on/off latency and the subsequent impact on target dose for a 0.35T MR‐Linac with a 6 MV FFF beam.
Mateb Al Khalifa+4 more
wiley +1 more source
Edge computing-based ensemble learning model for health care decision systems. [PDF]
Vincent ACSR, Sengan S.
europepmc +1 more source
Energy dependence of the GAFCHROMIC LD‐V1 in the diagnostic radiographic modalities
Abstract The GAFCHROMIC LD‐V1 radiochromic film is widely used in dosimetry because it can provide high‐resolution two‐dimensional dose distributions without processing. This study aimed to evaluate the response characteristics at different effective energies, from the low‐energy range of mammography to the high‐energy range of computed tomography. Net
Tatsuhiro Gotanda+9 more
wiley +1 more source
Container migration for edge computing in industrial Internet with joint latency reduction and reliability enhancement. [PDF]
Jin X, He S, Chen Y.
europepmc +1 more source
Clinical characterization of Collagen XII‐related disease caused by biallelic COL12A1 variants
Abstract Objective While there have been several reports of patients with dominantly acting COL12A1 variants, few cases of the more severe recessive Collagen XII‐related disorders have previously been documented. Methods We present detailed clinical, immunocytochemical, and imaging data on eight additional patients from seven families with biallelic ...
Riley M. McCarty+28 more
wiley +1 more source
Real-time augmentation of diagnostic nasal endoscopy video using AI-enabled edge computing. [PDF]
Bidwell J+5 more
europepmc +1 more source
Blood exosome connexins and small RNAs related to demyelinating disease activity
Abstract Objectives To assess blood exosome (Ex)‐connexin (Cx)43 (encoded by GJA1) and its truncated isoforms in multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD), which show distinct alterations in astroglial Cx43. Methods Serum Exs from 48 patients with MS (34 relapsing–remitting, 14 secondary‐progressive), 35 with NMOSD, 20 ...
Guzailiayi Maimaitijiang+12 more
wiley +1 more source
Controlling chaos using edge computing hardware. [PDF]
Kent RM, Barbosa WAS, Gauthier DJ.
europepmc +1 more source
An MRI assessment of mechanisms underlying lesion growth and shrinkage in multiple sclerosis
By applying the tensor model, we analysed lesion orientation and the directionality of lesion expansion/contraction in multiple sclerosis. Each lesion is summarized as an ellipsoid, and the tensor model is applied to calculate lesion anisotropy. From the top to the bottom white matter atlas, surface‐in gradient segmentation and venous atlas used in the
Ermelinda De Meo+9 more
wiley +1 more source