NanoSSL: attention mechanism-based self-supervised learning method for protein identification using nanopores. [PDF]
Xie Y +9 more
europepmc +1 more source
From Differentiable Reasoning to Self-supervised Embodied Active Learning
Ruslan Salakhutdinov
openalex +1 more source
Mapping Charge Interactions in Intrinsically Disordered Proteins
This study presents analytical models to predict intrachain distances in intrinsically disordered proteins (IDPs), accounting for charge patterning, salt concentration, and electrostatic effects. Validated against single‐molecule FRET data, a minimal‐parameter polymer model is identified that captures key interactions and chain dimensions. These models
Michael Phillips +14 more
wiley +1 more source
A generalizable 3D framework and model for self-supervised learning in medical imaging. [PDF]
Xu T +6 more
europepmc +1 more source
Genetic underpinnings of predicted changes in cardiovascular function using self supervised learning [PDF]
Zachary Levine +8 more
openalex +1 more source
HiST, a multiscale deep learning framework, reconstructs spatially resolved gene expression profiles directly from histological images. It accurately identifies tumor regions, captures intratumoral heterogeneity, and predicts patient prognosis and immunotherapy response.
Wei Li +8 more
wiley +1 more source
Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology. [PDF]
Beaufrère A +16 more
europepmc +1 more source
Implicit sensing self-supervised learning based on graph multi-pretext tasks for traffic flow prediction [PDF]
Ali Reza Sattarzadeh +2 more
openalex +1 more source
Single‐cell profiling across bone marrow, spleen, mesenteric lymph, and blood in rhesus monkeys reveals organ Immunosenescence. GZMB rises with age, particularly in cytotoxic and terminally exhausted CD8+ T cells, and BHLHE40 emerges as a key transcription factor enriched across multiple CD8+ subsets, regulating pro‐inflammatory and exhaustion‐related ...
Shengnan Wang +10 more
wiley +1 more source
Stretchable Curvature Sensors for Motion Capture with Bending‐Stretching Coupling Deformation
Stretchable curvature sensors based on a wavy symmetric stacked‐layer structure (WSSLS) enable decoupled bending‐stretching detection with high linearity, repeatability, and durability. Integrated into smart gloves, the sensors achieved precise motion capture and human‐robot interaction, with slip‐simulation tests demonstrating a remarkable 93.6 ...
Tairan Wang +9 more
wiley +1 more source

