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
Multi-epigenome-wide analyses and meta-analysis of child maltreatment in judicial autopsies and intervened children and adolescents. [PDF]
Nishitani S +20 more
europepmc +1 more source
Prediction‐Guided Two‐Step Solid‐State Exploration of Unknown Pseudo‐Ternary Oxides
Prediction‐guided selection combined with two‐step solid‐state exploration enables efficient search of unknown pseudo‐ternary oxides. Broad robotic slurry screening followed by manual single‐phase isolation leads to the discovery of a new oxide, Ba5SnV6O22, showing how data‐guided experiments connect unexplored composition regions to new materials ...
Hiroyuki Hayashi
wiley +1 more source
DISCRECIONALIDAD, ARBITRARIEDAD Y CONTROL JUDICIAL
Juan Igartua Salaverría
doaj +1 more source
The architecture of forensic knowledge: Ontology, transformation, and capture. [PDF]
Houck MM.
europepmc +1 more source
Jurymen Seldom Rule Against a Person That They Like: The Relationship Between Emotions Towards a Defendant, the Understanding of Case Facts, and Juror Judgments in Civil Trials. [PDF]
Phalen HJ +3 more
europepmc +1 more source
Newsroom: Calabresi in Harvard Law Review [PDF]
Roger Williams University School of Law
core +1 more source
From criminalization to care: a comparative rights-based policy review of HIV responses in South Asia. [PDF]
Hoogar P.
europepmc +1 more source

