The Myokinib monograph: operationalizing oncology's highest-value systemic therapeutic. [PDF]
OncologistAryal B.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.This study provides an introduction to Bayesian optimisation targeted for experimentalists. It explains core concepts, surrogate modelling, and acquisition strategies, and addresses common real‐world challenges such as noise, constraints, mixed variables, scalability, and automation.
Chuan He +2 more
wiley +1 more source
Commentary: Psychology's Questionable Research Fundamentals (QRFs): key problems in quantitative psychology and psychological measurement beyond Questionable Research Practices (QRPs). [PDF]
Front PsycholStaller MS, Koerner S.
europepmc +1 more source
KDLM: Lightweight Brain Tumor Segmentation via Knowledge Distillation
Advanced Intelligent Systems, EarlyView.A lightweight student network is designed, which is based on multiscale and multilevel feature fusion and combined with the residual channel attention mechanism to achieve efficient feature extraction and fusion with very few parameters. A dual‐teacher collaborative knowledge distillation framework is proposed.
Baotian Li +4 more
wiley +1 more source
Orchestrating Embodied Systems through the Embodied Context Protocol: Motivation, Progress, and Directions. [PDF]
Research (Wash D C)Ma F +7 more
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Research on deep learning architecture optimization method for intelligent scheduling of structural space. [PDF]
Sci RepYing W, Hui L.
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Scalable High‐Force Zipping Electrostatic Actuators
Advanced Intelligent Systems, EarlyView.An electrostatic actuator architecture is presented that combines high energy density with forces and strokes suited for wearable soft robotics. By folding patterned thin films into a scalable honeycomb of zipping units, performance becomes tunable through series–parallel design, achieving over 40 N and 28 J/kg.
Fabio Caruso +2 more
wiley +1 more source
An interactive genetic algorithms system customizes robot appearance via cognitive noise filtering under embodied constraints. [PDF]
Sci RepZhang Y, Zuo H, Hu Y, Wang J, Hu G.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.This paper presents a high‐speed object pose estimation method that deconstructs objects into geometric components. Inspired by human cognitive generalization, it detects these primitives and infers the 6D pose from their stable spatial configuration.
Xuyang Li +6 more
wiley +1 more source