Abstract Objective This study evaluates and enhances wearable sleep monitoring by comparing two feature extraction methods: traditional activity counts and deep learning‐derived features. By identifying optimal machine learning architectures, we aim to improve sleep stage classification accuracy, providing a robust, noncontact tool for clinical chronic
Lin Zhongyue +4 more
wiley +1 more source
Total neoadjuvant therapy in rectal cancer: The FOREST protocol, a patient-centered approach that clusters two cohorts with different outcomes. [PDF]
Guadalajara H +14 more
europepmc +1 more source
Key Technical Fields and Future Outlooks of Space Manipulators: A Survey
This paper systematically reviews the technological development of space manipulators, emphasizing the unique challenges posed by space environments. It examines four areas: structural design, modeling, planning, and control, while introducing typical ground test platforms.
Gang Chen +12 more
wiley +1 more source
Collaboration post‐acquisition: The role of acquirers' motives
Abstract Research Summary What role do collaborations with a target's partners play in an acquisition, and how do these collaborations evolve post‐acquisition? Research suggests that these collaborations are an important reason to acquire but often diminish post‐acquisition. But if they tend to diminish, why are they a reason to acquire?
Henning Piezunka +3 more
wiley +1 more source
Bio‐inspired computing offers a route to highly energy‐efficient artificial intelligence. The unique physical properties of two‐dimensional (2D) materials can further enhance such computing approaches. This perspective highlights recent developments in 2D materials‐based neuromorphic devices and discusses future opportunities for integrating such novel
Jin Feng Leong +9 more
wiley +1 more source
Recycling Continuous Glass Fibre-Reinforced Polyamide 6 Laminates via Compression Moulding. [PDF]
Shembekar AP +4 more
europepmc +1 more source
Acupuncture for Post-Stroke Cognitive Impairment: Mechanisms and Clinical Evidence (2020-2025). [PDF]
Chen A, Zhao Z, Zhang Y, Zhang L.
europepmc +1 more source
The Effectiveness of Transcranial Direct Current Stimulation (tDCS) in Improving Performance in Soccer Players-A Scoping Review. [PDF]
Chmiel J, Kurpas D.
europepmc +1 more source
Development of Forest Tree Species Composition: Selected Results of the National Forest Inventory of Lithuania. [PDF]
Petrokas R +3 more
europepmc +1 more source
Optimization of fracturing and sand control systems based on energy utilization efficiency in unconsolidated sandstone reservoirs. [PDF]
Xue D +5 more
europepmc +1 more source

