Closing the Loop in Precision Oncology: A Digital Twin‐Driven Paradigm for Dynamic Decision‐Making
This review introduces the Closed‐Loop Intelligent Oncology System (CIOS), a five‐layer framework integrating digital twins and AI to enable adaptive, data‐driven cancer treatment. By synthesizing advances in multimodal perception, mechanistic simulation, and safe reinforcement learning, CIOS charts a roadmap toward dynamic, personalized oncology ...
Junye Zhu +3 more
wiley +1 more source
Interpretable machine learning via symbolic classification of radiomic texture and morphological features for pediatric pneumonia detection from chest X-rays. [PDF]
Sofos F, Pana ZD, Drikakis D.
europepmc +1 more source
The geometry of the Pareto front in biological phenotype space. [PDF]
Sheftel H, Shoval O, Mayo A, Alon U.
europepmc +1 more source
Timing Managed Retreat for Robust Coastal Adaptation Strategies
Abstract Many coastal communities rely on recurring beach nourishment to mitigate erosion risks. However, increasing hazards threaten the long‐term viability of this strategy. This raises the question: When to retreat, if at all? Past studies provide important insights but are typically silent on the timing of retreat, the effect of uncertainties, and ...
Prabhat Hegde +3 more
wiley +1 more source
Mutual benefit of cloud manufacturing system and customers through integration of scheduling, order acceptance and fairness under a maintenance strategy. [PDF]
Salmasnia A, Abbaszadeh M, Kiapasha Z.
europepmc +1 more source
Robust Calibration of Hydrological Models for Simulating Unseen Flood Extremes
Abstract Calibrating conceptual rainfall‐runoff models to predict a catchment's response to extreme rainfall events is a significant challenge, especially when historical data is limited and the event exceeds recorded extremes. This challenge is amplified in non‐stationary environments where the frequency and intensity of extreme rainfall and floods ...
Caleb Dykman +3 more
wiley +1 more source
Multi-Objective Parameter Optimization Design of Heat Pipe Heat Sink for Bidirectional Power Converter Based on MOEDO Algorithm. [PDF]
Su Z +6 more
europepmc +1 more source
Abstract Debris flows over riverbeds generate intense basal force fluctuations that radiate seismic signals, offering a key tool for remotely monitoring their dynamics. In steep, highly erosive mountainous channels, bedrock is often covered by a thin layer of loose sediments, which significantly reduce seismic energy.
Bo Pang +4 more
wiley +1 more source
Multi-objective sizing and performance optimization of islanded hybrid renewable microgrids: a case study in yanbu, Saudi Arabia. [PDF]
Saleh AA, Magdy G.
europepmc +1 more source
Abstract Accurately determining flexible vegetation resistance remains challenging due to vegetation bending and resistance reconfiguration under water flow. This study conducted laboratory experiments to explore the bending and resistance reconfiguration for single submerged flexible vegetation under water flow, and corresponding factors influencing ...
Chun‐Yu Liu +3 more
wiley +1 more source

