Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang +9 more
wiley +1 more source
Agile method for planning a smart classroom. [PDF]
Pate Santos GN, Lucena CJP.
europepmc +1 more source
Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi +2 more
wiley +1 more source
Enhancing Sensitivity across Scales with Highly Sensitive Hall Effect‐Based Auxetic Tactile Sensors
Herein, a tactile sensor based on hall‐effect sensors with an auxetic structure, called Hall effect‐based auxetic tactile sensor (HEATS), is proposed. The change in magnetism resulting from the deformation of the auxetic structure is utilized for sensing.
Youngheon Yun +6 more
wiley +1 more source
Virtual reality in treatment of psychological disorders: a systematic review. [PDF]
Ghorayeb J +2 more
europepmc +1 more source
Application of virtual reality for developing a ventriculostomy simulator: Concept and initial results. [PDF]
Konovalov A +9 more
europepmc +1 more source
Single-view neural illumination estimation and editing for dynamic light field display. [PDF]
Hong X +9 more
europepmc +1 more source
The Use of Metaverse in Radiology: A Systematic Review. [PDF]
Amiri P +4 more
europepmc +1 more source
The Use of Virtual Reality to Alter Physical Activity by Targeting the Built Environment. [PDF]
Spitzer AN, Graham DJ.
europepmc +1 more source
Improving EMS access: Strategic helicopter infrastructure and 3D virtual training for enhanced ground-air ambulance coordination. [PDF]
Jung S, Qin X, Lim S.
europepmc +1 more source

