Abstract Background Large multi‐hospital radiation oncology networks often rely on site‐exclusive physicist coverage models that can lead to imbalanced workload distribution, inconsistent task execution, communication fragmentation, and vulnerability to delayed or missed quality checks.
Guang‐Pei Chen +2 more
wiley +1 more source
Multi-UAV-Assisted Task Offloading and Trajectory Optimization for Edge Computing via NOMA. [PDF]
Liu J +7 more
europepmc +1 more source
Exact Discrete Stochastic Simulation With Deep‐Learning‐Scale Gradient Optimization
A 203,796‐parameter gene regulatory network classifies handwritten digits with 98.4% accuracy using exact stochastic dynamics. The framework decouples forward simulation from backward differentiation, making continuous‐time Markov chain models compatible with deep‐learning optimization.
Jose M. G. Vilar, Leonor Saiz
wiley +1 more source
A Novel Traffic Scheduling Algorithm for Multi-CQF Using Mixed Integer Programming and Variable Neighborhood Search Genetic Algorithm in Time-Sensitive Networking. [PDF]
Wang C, Lin Z, Zhao Y, Hu F, Huan Z.
europepmc +1 more source
The proposed e‐skin incorporates multimodal sensing capabilities, including surface electromyography (sEMG), NO2 sensing, photodetection, and temperature monitoring, allowing for seamless human‐robot interaction. By integrating sEMG‐based gesture recognition with voice commands and an LLM‐assisted task planning module, we developed a robotic control ...
He Zhu +12 more
wiley +1 more source
Modelling of queuing systems using blockchain based on Markov process for smart healthcare systems. [PDF]
Siddiqui S +5 more
europepmc +1 more source
A Review of Artificial Intelligence in Ophthalmology: Key Aspects, Challenges, and Future Directions
ABSTRACT Artificial intelligence (AI) is increasingly reshaping ophthalmology because the specialty depends heavily on structured imaging, quantitative measurements, and repeatable diagnostic workflows. This review provides a clinically grounded and translationally oriented synthesis of AI in ophthalmology, covering methodological foundations ...
Partha Pratim Ray
wiley +1 more source
Methods for analysing patient flow between care settings: a systematic review. [PDF]
Yang F +6 more
europepmc +1 more source
This study optimizes a wireless communication terminal using an OMAP dual‐core processor and encryption chips. It achieves under 55 μs latency, ≤ 0.06% packet loss, and millisecond‐level self‐recovery in complex environments, ensuring secure and reliable communication.
Wenmin Xie +4 more
wiley +1 more source
Joint Clustering and Power Optimization for the SPMA Protocol in UAV Swarm Communication in Frequency-Constrained Scenarios. [PDF]
Wu Y, Oh C, Nie H, Kim BS.
europepmc +1 more source

