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
Soft X-rays with orbital angular momentum for resonant scattering experiments at Synchrotron SOLEIL. [PDF]
Carrara P +17 more
europepmc +1 more source
Large‐Scale Machine Learning to Screen for Small‐Molecule Senolytics
A consistent workflow underpins all experiments in this study. A dedicated model‐selection dataset first identifies optimal hyperparameters for each algorithm. Models are then trained and rigorously evaluated on independent sets of molecules using the senolytic ratio SR. Comprehensive hyperparameter exploration across SMILES representations, task types,
Alexis Dougha +2 more
wiley +1 more source
Exploration of the mechanism of Tongmai Jiangzhuo Decoction in treating atherosclerosis based on network pharmacology and experimental validation. [PDF]
Xu Y +10 more
europepmc +1 more source
This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo +3 more
wiley +1 more source
Astragaloside IV alleviates chronic low-grade inflammation in polycystic ovary syndrome by acting on IL-6R and inhibiting the NLRP3 inflammasome. [PDF]
Shi H +5 more
europepmc +1 more source
Targeting Treg-fibroblast interaction to enhance immunotherapy in steatotic liver disease-related hepatocellular carcinoma. [PDF]
Prawira A +29 more
europepmc +1 more source
Enhancing patient-specific quality assurance in MR-guided radiation therapy: A fluence-based method using log files. [PDF]
Yuan K, Man-Hin Cheung M, Lee L.
europepmc +1 more source
Pseudo-Landau levels splitting triggers quantum friction at folded graphene edge. [PDF]
Gao X +8 more
europepmc +1 more source
Computational pharmacovigilance of tranexamic acid: implications for intracerebral hemorrhage based on FAERS database and network toxicology. [PDF]
Wu JW +7 more
europepmc +1 more source

