Deep learning for fluorescence confocal microscopy image interpretation in radical prostatectomy
Objective To develop and validate a deep learning model for interpretation of fluorescence confocal microscopy (FCM) images for intraoperative surgical margin assessment during radical prostatectomy (RP). Patients and Methods Fluorescence confocal microscopy images from the multicentre Imperial Prostate 8‐Fluorescence Confocal Microscopy for Rapid ...
Lixiang Fang +22 more
wiley +1 more source
A practical guide to the implementation of AI in orthopaedic research part 8: Resource management checklist for AI-driven research projects in orthopaedics. [PDF]
Longo UG +11 more
europepmc +1 more source
Image‐Based Spatio‐Temporal Interpolation for Split Rendering
Abstract Low‐powered devices – such as small form factor head‐mounted displays (HMDs) – struggle to deliver a smooth and high‐quality viewing experience, due to their limited power and rendering capabilities. Cloud rendering attempts to solve the quality issue, but leads to prohibitive latency and bandwidth requirements, hindering use with HMDs over ...
M. Steiner +4 more
wiley +1 more source
Coordinated Meta-Storms enables comparison of million-level microbiomes. [PDF]
Wang M, Gao H, Zhang Y, Huang Y, Su X.
europepmc +1 more source
UBVH: Unified Bounding Volume and Scene Geometry Representation for Ray Tracing
Abstract Bounding volume hierarchies (BVHs) are currently the most common data structure used to accelerate ray tracing. The existing BVH methods distinguish between the bounding volume representation associated with the interior BVH nodes and the scene geometry representation associated with leaf nodes.
M. Káčerik, J. Bittner
wiley +1 more source
Information extraction from clinical notes: are we ready to switch to large language models? [PDF]
Hu Y +12 more
europepmc +1 more source
Hierarchical Differentiable Fluid Simulation
We introduce a two‐step algorithm that significantly reduces memory usage for solving control problems using differentiable fluid simulation techniques: our method first optimizes for bulk forces at reduced resolution, then refines local details over sub‐domains while maintaining differentiability. In trading runtime for memory, it enables optimization
Xiangyu Kong +4 more
wiley +1 more source
Robust R-peak detection in noisy ECG using deep residual U-Net for enhanced cardiac rhythm analysis. [PDF]
Chaoya W, Chun P, Chao M.
europepmc +1 more source
VividHairEdit is an advanced StyleGAN2 inversion system for high‐fidelity hair transfer and editing. Our system features improved structural integration, vibrant appearance representation, and optimized latent code selection, achieving superior generation quality and usability. A user‐friendly sketch interface enables precise modifications that reflect
Eunyeong Choi, Sihun Jin, Dongjoon Kim
wiley +1 more source
High performance GPU implementation of KNN algorithm: A review. [PDF]
Bidye P, Borkar P, Rakesh N.
europepmc +1 more source

