Penalized Variable Selection for Joint AFT Random-Effect Model With Clustered Competing-Risks Data. [PDF]
Hao L, Do Ha I.
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Integrating Distance Correlation and Adaptive Weighting with RBF Kernel Transformations: A Novel Feature Selection Framework with Application to ECG Arrhythmia Detection. [PDF]
Fira M, Fira L.
europepmc +1 more source
By overcoming the fixed‐path limitations of conventional machine learning, a heterogeneous graph neural network fundamentally reconstructs material data representation. Integrating variable processing sequences with intrinsic elemental features, this framework enables exploratory optimization across high‐dimensional spaces.
Jie Yin +12 more
wiley +1 more source
Multi-Strategy Improved Pied Kingfisher Optimizer for Solving Constrained Optimization Problems. [PDF]
Bai H, Wu T, Luo J, Ta N.
europepmc +1 more source
This study presents an anatomical landmark‐guided DRL framework for autonomous wireless capsule endoscopy navigation. Using a lightweight edge‐contour‐depth fusion module, it achieves over 97% coverage across diverse gastric anatomies. To ensure reliability, a two‐stage sim‐to‐real pipeline with an adaptive dynamic programming controller mitigates ...
Haoxuan Wu +16 more
wiley +1 more source
A concept of equivalent-volume concordance coefficient for comparing target volumes in radiotherapy. [PDF]
Ou X +7 more
europepmc +1 more source
Achieving High‐Density and Stress‐Resilient Maize Breeding Via Germplasm Innovation
Global population growth and climate change have exacerbated the global food crisis. This perspective presents a conceptual framework focusing on enhancing population advantages. Several novel breeding objectives are proposed to improve density tolerance and stress resistance for yield improvement.
Xinlong Li +9 more
wiley +1 more source
Introduction of robotics into a well-established navigation OR team for TKA does not increase surgical time. A one center evaluation. [PDF]
Maggi L +4 more
europepmc +1 more source
Weighted Goal Programming and Penalty Functions: Whole-farm Planning Approach Under Risk
The paper presents multiple criteria approach to deal with risk in farmer’s decisions. Decision making process is organised in a framework of spreadsheet tool.
Kavcic, Stane, Zgajnar, Jaka
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