Results 211 to 220 of about 4,426,974 (292)
Compositional neurosymbolic representations enable efficient active exploration. [PDF]
Nat CommunFurlong PM +4 more
europepmc +1 more source
An Expertise Transfer Framework For Autonomous Surgical Assistance
Advanced Science, EarlyView.This study introduces an expertise transfer framework for procedure‐spanning autonomous surgical assistance. By emulating expert logic through hierarchical perception, attention modeling, and knowledge graph‐based decision‐making, the system provides near‐expert surgical view assistance.
Yuan Gao +12 more
wiley +1 more source
Rescaling and Asymptotic Acceleration in Unconstrained Quadratic Optimisation. [PDF]
Mathematica (N Y)Zverovich A, Hutchings M, Gauthier B.
europepmc +1 more source
Advanced Science, EarlyView.An eight‐stream 2.5D Transformer integrates complementary PET metabolic and CT morphologic information to estimate spread‐through‐air‐spaces risk before surgery in lung adenocarcinoma. The model generalizes across independent centers, while its continuous risk score independently stratifies progression‐free survival, supporting further prospective ...
Xin‐Yu Zhu +7 more
wiley +1 more source
Riemannian Geometry for Noise-Robust Covariance Network Analysis of Schizophrenia EEG: Geometric-Entropic Signatures of Dysconnectivity. [PDF]
Entropy (Basel)Song R, He J, Wang J.
europepmc +1 more source
Enhancing Specific Stiffness of Nano‐Architected Materials Through Generative AI and Active Learning
Advanced Science, EarlyView.A structure‐centric generative framework searches voxelated design space directly, coupling a variational autoencoder with multi‐objective optimization and active learning to progressively expand the validated design domain. The discovered nano‐architectures, realized as pyrolytic carbon by two‐photon lithography, deliver 18–23% higher stiffness and 26–
Jinwook Yeo +4 more
wiley +1 more source
Statistical Methods for Detecting Nonlinear Relationships in Gene Expression and Omics Data: A Review. [PDF]
Int J Mol SciHuminiecki Ł.
europepmc +1 more source
Porphyrin‐Based Porous Materials for Antibacterial Applications
Advanced Science, EarlyView.Porphyrin‐based porous materials have excellent photophysical properties and tunable structures for high‐efficiency antibacterial therapy. This review comprehensively discusses the structural design strategies and synthetic pathways of the four main types of porphyrin‐based porous materials, summarizes their cross‐domain antimicrobial applications, and
Xiao‐Xue Liang +4 more
wiley +1 more source
Decision-Making Under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets. [PDF]
Entropy (Basel)Dellaporta C, O'Hara P, Damoulas T.
europepmc +1 more source