Lakehouse‐Driven Surgical Databases: Scoping Review and Implementation of a Free Flap Database
Data lakehouse architectures allow clinicians to store, access, query, and analyze massive amounts of clinical data with access to machine learning (ML) and generative artificial intelligence (AI) functions, enabling a fundamentally new model for clinical database development.
Louis‐Xavier Barrette +5 more
wiley +1 more source
Metaheuristic-driven automatic ARIMA order selection using spider monkey optimization for agricultural production forecasting. [PDF]
Kumar A +12 more
europepmc +1 more source
ABSTRACT Phytocannabinoids are bioactive metabolites derived from the Cannabis sativa plant. They have garnered attention due to their recreational uses and therapeutic potential. Although various analytical strategies have been employed for their analysis, mass spectrometry (MS) coupled to chromatographic separation is superior due to its sensitivity ...
Radwa Mahmoud +2 more
wiley +1 more source
A CPU-NPU Heterogeneous Edge Fault Diagnosis Framework for Industrial Sensor Data. [PDF]
Xu K, Wang H, Li C, Liu H, Xing C.
europepmc +1 more source
ABSTRACT Purpose To develop an accurate and computationally efficient motion‐corrected MRI reconstruction framework that incorporates hundreds to thousands of motion and δB0$$ \delta {B}_0 $$ estimates from high‐temporal‐resolution tracking. Methods We propose Mobile‐GRAPPA, a k‐space preprocessing approach that uses MLP‐parameterized local GRAPPA ...
Yimeng Lin +7 more
wiley +1 more source
Implementation of a Locally Deployed Qwen2.5-7B-Instruct Pipeline for Structured Classification of Elbow MRI Reports. [PDF]
Huang KA +3 more
europepmc +1 more source
Towards Faster Fetal 3D CINE Cardiac MRI Reconstruction Using Region‐Optimized Virtual Coils (ROVir)
ABSTRACT Purpose To develop and evaluate, in a feasibility study, a computationally efficient image‐reconstruction pipeline for 3D balanced steady state free precession (bSSFP) CINE fetal cardiac MRI that reduces radial streaking artifacts, increases effective temporal resolution, and improves diagnostic image quality compared with previous work ...
Marjolein Piek +5 more
wiley +1 more source
A unified MAP-EM approach to stable Gaussian mixture clustering with priors, graphs, and split-merge adaptation for document clustering. [PDF]
Subbarayan S, Grace GH.
europepmc +1 more source
ABSTRACT Purpose Chemical exchange saturation transfer (CEST) MRI offers unique metabolic insights for imaging of cancer, stroke, or neurodegeneration. However, the rapid expansion of CEST preparation schemes and evaluation techniques creates a bottleneck; novel methods often remain complex prototypes requiring offline processing, preventing clinical ...
Martin Freudensprung +9 more
wiley +1 more source
Uncertainty-Aware Contamination Detection in IoT Water Networks via Interval Type-2 Fuzzy Rare Itemset Mining. [PDF]
Mariadhason JS +3 more
europepmc +1 more source

