Emerging Computational Methods in Mass Spectrometry Imaging
Mass spectrometry imaging (MSI) is a powerful analytical technique that generates maps of hundreds of molecules in biological samples with high sensitivity and molecular specificity.
Julia Laskin, Hang Hu
exaly +2 more sources
Keynote lecture. Towards reliability-management for debris flow risk assessment [PDF]
Recent progress in data-integrated simulation methods excelled our understanding of debris flows including triggering mechanisms and dynamic run-out behavior.
Kowalski Julia, Zhao Hu, Yildiz Anil
doaj +1 more source
NON-LINEAR MULTI-FRAME IMAGE DENOISING USING WEIGHTED NUCLEAR NORM MINIMIZATION [PDF]
We address the problem of constructing single low noise image from a sequence of multiple noisy images. We use the approach based on finding and averaging similar blocks in the image and extend it to multiple images.
A. V. Nasonov +2 more
doaj +1 more source
decoupleR: ensemble of computational methods to infer biological activities from omics data
Summary Many methods allow us to extract biological activities from omics data using information from prior knowledge resources, reducing the dimensionality for increased statistical power and better interpretability.
Pau Badia-i-Mompel +10 more
semanticscholar +1 more source
Computational methods for analyzing multiscale 3D genome organization
In this Review, Zhang et al. discuss how recent advances in computational methods are helping to reveal the multiscale features involved in genome folding within the nucleus and how the resulting 3D genome organization relates to genome function.
Yang Zhang +5 more
semanticscholar +1 more source
Computational methods to simulate molten salt thermophysical properties
Molten salts are important thermal conductors used in molten salt reactors and solar applications. To use molten salts safely, accurate knowledge of their thermophysical properties is necessary.
T. Porter +3 more
semanticscholar +1 more source
CNN-BASED UNSUPERVISED REGISTRATION OF TIME-LAPSE MICROSCOPY IMAGE SEQUENCES [PDF]
Image registration is widely used in live cell microscopy image analysis to compensate for the cell motion. It is a challenging task as the cell is not only moving (which causes rotation and translation), but also changes its form in time making the ...
N. A. Anoshina, D. V. Sorokin
doaj +1 more source
Computational Methods in Neuroengineering [PDF]
Neuroengineering is an emerging discipline in the field of medical and biological engineering with the aim of understanding, modulating, enhancing, or repairing neuronal systems, which are obviously the most complex systems of the human body. During the last decade or so, neuroengineering has been growing rapidly and expanded its applications from ...
Chang-Hwan Im +3 more
openaire +3 more sources
HUMAN IMAGE MATTING BASED ON CONVOLUTIONAL NEURAL NETWORK AND PRINCIPAL CURVATURES [PDF]
Image matting often requires advanced image processing, especially in conditions, when small details such as hair are present in the image. In this article the hybrid method for human image matting based on convolutional neural network and principal ...
T. B. Sagindykov, E. A. Pavelyeva
doaj +1 more source
Systematic review of computational methods for drug combination prediction
Synergistic effects between drugs are rare and highly context-dependent and patient-specific. Hence, there is a need to develop novel approaches to stratify patients for optimal therapy regimens, especially in the context of personalized design of ...
Weikaixin Kong +7 more
semanticscholar +1 more source

