Fedflow: cloud orchestration for federated learning with the FeatureCloud platform. [PDF]
Bioinform AdvWeilguny L +5 more
europepmc +1 more source
Gap‐Free Information Transfer in 4D‐STEM via Fusion of Complementary Scattering Channels
Advanced Science, EarlyView.Fused Full‐Field STEM (FF‐STEM) is introduced as a 4D‐STEM imaging modality that combines direct ptychography with tilt‐corrected dark‐field reconstruction in a single acquisition. Fourier‐space fusion using Wiener‐type spectral weighting closes the low‐frequency contrast gap inherent to bright‐field methods, delivering gap‐free, dose‐efficient, near ...
Shengbo You +15 more
wiley +1 more source
Blockchain-driven trust management and AI computing for sensor networks optimization. [PDF]
Sci RepAlharbi M +5 more
europepmc +1 more source
A Universal Protein Ladder for Standardization of Diverse FRET Assays
Advanced Science, EarlyView.Translating FRET measurements from in vitro to intracellular environments requires universal benchmarks. We present a modular protein ladder using TPR motifs to harmonize data across diverse platforms. This predictable calibration curve bridges single molecule FRET measurements, with cell based measurements including FLIM‐FRET.
Evelyn R. Smith +5 more
wiley +1 more source
Exploring the Value Realization and Management of Healthcare Data Elements in the Context of New Quality Productive Forces. [PDF]
Health Care SciYu Z, Wei J, Wang J, Lu J, Cao P.
europepmc +1 more source
Closing the Empirical Loop: Autonomous AI Agents Conduct End‐to‐end Research With Human Participants
Advanced Science, EarlyView.A multi‐agent AI system autonomously executes the complete scientific workflow, from hypothesis to manuscript, across three psychological studies involving 288 participants. The system designs experiments, collects real world data, develops analysis pipelines, and writes manuscripts with theoretical rigor comparable to experienced researchers.
Gabrielle Wehr +6 more
wiley +1 more source
Why human societies adopt rigid moral rules: The efficiency-robustness trade-off. [PDF]
Proc Natl Acad Sci U S ALie-Panis J +3 more
europepmc +1 more source
Advanced Science, EarlyView.Pasta is a transcriptomic aging clock built on an age‐shift learning framework and trained on 17 000 samples across 21 datasets. It accurately predicts relative biological age across tissues, platforms, and species, captures stemness‐to‐senescence transitions, and identifies age‐modulatory perturbations.
Jérôme Salignon +6 more
wiley +1 more source
TeleZK-FL: enabling trustless and verifiable remote patient monitoring via quantized zero-knowledge federated learning. [PDF]
Front Digit HealthJayaraman P, Delhibabu R.
europepmc +1 more source
Advanced Science, EarlyView.Computational simulations of tumor evolution are increasingly used to infer the rules underlying cancer growth, with the goal of one day recommending tailored treatments. Here we show that the properties of lung cancer sequencing data are best replicated by a model which assumes that cells compete both to proliferate and survive. ABSTRACT Computational
Helena Coggan +5 more
wiley +1 more source