A Facial Foundation Model for Clinical Biomarker Prediction and Real‐World Mobile Deployment
MedicalFaceFound is a facial foundation model developed through three‐stage progressive pre‐training, adapting representations from general vision to facial structure and clinical phenotypes. Using a single facial image, it estimates 62 biomarkers across multiple physiological systems and supports downstream risk prediction for cardiovascular ...
Tingfeng Xu +15 more
wiley +1 more source
Adaptation and Response in Drylands: A Dryland Research Agenda and Campaign Strategy. [PDF]
Feldman AF +35 more
europepmc +1 more source
Lateral flow assays are evolving into interdisciplinary, system‐level sensing platforms. Recent innovations are deconstructed through coupled phases of mass transfer, reaction, and signal transduction, revealing interdependence across porous materials, interfacial chemistry, nanolabels, readout devices, and data‐enabled analysis.
Yan Pan +6 more
wiley +1 more source
Foundation Models for Remote Sensing Semantic Segmentation: A Review of Architectures, Adaptations, and Prospects. [PDF]
Deng M, Chen Y, Ding G, Li S, Xie X.
europepmc +1 more source
Ultralow‐Energy Analog Reservoir Computing via Reconfigurable 2‐Transistor Memory
This work presents a reconfigurable reservoir‐computing platform based on an oxide InSnZnO two‐transistor cell in which a hold bias selects volatile relaxation for the reservoir or quasi‐non‐volatile multilevel storage for the readout. Multi‐level hold‐bias kernel tune relaxation currents to generate diverse time constants, enriching reservoir states ...
Jeong‐Min Park +11 more
wiley +1 more source
Dual branch negotiation model for robust water resource monitoring with spectral ambiguity and boundary degradation. [PDF]
Kong L, Zhou Y, Ding W, Nam KW.
europepmc +1 more source
An Expertise Transfer Framework For Autonomous Surgical Assistance
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
Remote sensing of aerosols over drylands: Challenges, uncertainties, and paths forward. [PDF]
Chen C +6 more
europepmc +1 more source
Vine‐Inspired Soft Robotics: Materials, Actuations, and Emerging Applications
Vine‐inspired robots grow from the tip, enabling navigation through confined spaces with minimal disturbance. This Review summarizes material and actuation strategies for vine‐inspired growth, key functions including steering, retraction, attachment, branching, and variable stiffness, and emerging applications spanning medical intervention, confined ...
Jiahao Wu +7 more
wiley +1 more source

