Amortized Template Matching of Molecular Conformations from Cryoelectron Microscopy Images Using Simulation-Based Inference

Information Science, Artificial Intelligence, Medicine, Medical Imaging, Life Sciences, Cell Biology, Biochemistry, Biophysics,
cryo-EM   biophysics   Bayesian inference   molecular modeling   template matching   deep learning   structural biology  

Accelerating Single-Molecule Structure Identification with Simulation-Based Inference — Research Report on “Amortized Template Matching of Molecular Conformations from Cryoelectron Microscopy Images using Simulation-Based Inference” Research Background and Significance In the fields of molecular biology and structural biology, understanding how bio...

Fixational Eye Movements as Active Sensation for High Visual Acuity

Medicine, Neurology, Ophthalmology, Life Sciences, Biophysics,
fixational eye movements   visual acuity   retinal coding   Bayesian inference   adaptive optics  

Fixational Eye Movements as Active Sensation for High Visual Acuity Academic Background Human visual perception is a complex process, especially when we attempt to maintain stable gaze. Even then, the eyes still produce small involuntary movements known as fixational eye movements (FEM). These FEM typically include drifts and microsaccades. Previou...

Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth

Information Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Neurology, Medical Imaging, Oncology,
Bayesian inference   tissue heterogeneity   glioma   MRI   tumor growth prediction  

Personalized Prediction of Glioma Growth Using Bayesian Inference Introduction Glioblastoma is the most aggressive type of primary brain tumor, characterized by highly invasive tumor cells that spread to surrounding tissues. Conventional medical imaging techniques cannot precisely identify these diffuse tumor boundaries, leading to suboptimal clini...