Industrial Object Counting from Traditional Machine Vision to Open-World Foundation Models: A Systematic Review. [PDF]
Wang W +5 more
europepmc +1 more source
Prion‐Like Protein LENG8‐Mediated Nucleation Drives Stress Granule Assembly
LENG8 is a newly identified stress granule (SG) nucleator required for SG assembly. Following stress, nuclear LENG8 granules disassemble, allowing LENG8 to translocate into the cytoplasm and form independent nucleation foci. These foci fuse with canonical early G3BP1/TIA1 seeds via LENG8‐TIA1 binding to drive SG maturation.
Mingxing Zhang +6 more
wiley +1 more source
Stampede detection and crowd analysis using CNN-LSTM and farneback optical flow. [PDF]
Bhola G +3 more
europepmc +1 more source
Seeing the Chemistry of Biomolecular Condensates: In Situ Mapping of Composition and Water Content
Raman hyperspectral imaging combined with spectral phasor analysis enables a label‐free quantification of proteins, polymers and water density within individual biomolecular condensates. By transforming complex vibrational fingerprints into intuitive compositional maps, the approach reveals the high water content and structural heterogeneity of ...
E. Sabri +3 more
wiley +1 more source
Fourier transform-based single domain generalization for crowd counting. [PDF]
Song L +6 more
europepmc +1 more source
PSCs are afflicted by inherent defects and lattice strain that limit PCE and stability. A cross‐linked multifunctional ionogel [HA‐AA][EMIES] is developed to modulate crystallization, relieve residual strain, and passivate defects, extending carrier diffusion length to over 8 µm and delivering PCEs of 26.45% for rigid devices and 25.14% for flexible ...
Wen Wu +12 more
wiley +1 more source
Robust crowd anomaly detection via hybrid ensemble learning for real-world surveillance. [PDF]
Mabrouk D, Abdel-Fattah MA, Taha A.
europepmc +1 more source
Anode‐Free Sodium Metal Batteries: From Materials Design to System‐Level Integration
Anode‐free sodium metal batteries hold no sodium reserve, so every inefficiency becomes permanent loss. Resolving the inventory into reversible, dead, and chemically bound fractions exposes what Coulombic efficiency hides. Practical 500‐cycle operation requires above 99.95%, a threshold few systems meet under lean electrolyte and high areal capacity ...
Hamid Hussain +10 more
wiley +1 more source
A vision-based multi-camera fusion and CAD projection framework for risk-point identification in metro stations. [PDF]
Pu Y, Fan Q, Zhang S, Zhang Q, Zuo J.
europepmc +1 more source
DAIMS is a multimodal model for treatment stratified risk and survival assessment in colorectal cancer. Training draws on pathology, genomics, and clinical reports, yet inference requires only whole slide images, and adaptation to new cohorts proceeds without target survival outcomes.
Chuangjie Cao +15 more
wiley +1 more source

