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Protéines de filaments intermédiaires - Informations médicales vérifiées

Deep, deep learning with BART.

02 2023

To develop a deep-learning-based image reconstruction framework for reproducible research in MRI.... The BART toolbox offers a rich set of implementations of calibration and reconstruction algorithms for parallel imaging and compressed sensing. In this work, BART was extended by a nonlinear operator ... State-of-the-art deep image-reconstruction networks can be constructed and trained using BART's gradient-based optimization algorithms. The BART implementation achieves a similar performance in terms ... By integrating nonlinear operators and neural networks into BART, we provide a general framework for deep-learning-based reconstruction in MRI....

Deep Learning Neural Networks, Computer Magnetic Resonance Imaging Algorithms Calibration +1 autres

Deep-learning seismology.

12 08 2022

DOI: 10.1126/science.abm4470 PMID: 35951699

Seismic waves from earthquakes and other sources are used to infer the structure and properties of Earth's interior. The availability of large-scale seismic datasets and the suitability of deep-learni...

Deep Learning Earthquakes

Learned Gradient Compression for Distributed Deep Learning.

12 2022

DOI: 10.1109/TNNLS.2021.3084806 PMID: 34111008

Training deep neural networks on large datasets containing high-dimensional data requires a large amount of computation. A solution to this problem is data-parallel distributed training, where a model...

Neural Networks, Computer Deep Learning Data Compression Entropy

Deep Learning and Transfer Learning for Malaria Detection.

2022

DOI: 10.1155/2022/2221728 PMID: 35814548

Infectious disease malaria is a devastating infectious disease that claims the lives of more than 500,000 people worldwide every year. Most of these deaths occur as a result of a delayed or incorrect ...

Automation Deep Learning Humans Image Processing, Computer-Assisted Malaria +1 autres

Topological deep learning based deep mutational scanning.

09 2023

DOI: 10.1016/j.compbiomed.2023.107258 PMID: 37506452

High-throughput deep mutational scanning (DMS) experiments have significantly impacted protein engineering, drug discovery, immunology, cancer biology, and evolutionary biology by enabling the systema...

Humans COVID-19 Deep Learning Reproducibility of Results SARS-CoV-2 +1 autres

Deep learning in neuroimaging of epilepsy.

09 2023

DOI: 10.1016/j.clineuro.2023.107879 PMID: 37473486

In recent years, artificial intelligence, particularly deep learning (DL), has demonstrated utility in diverse areas of medicine. DL uses neural networks to automatically learn features from the raw d...

Humans Deep Learning Artificial Intelligence Epilepsy Neuroimaging +3 autres

Molecular geometric deep learning.

20 Nov 2023

DOI: 10.1016/j.crmeth.2023.100621 PMID: 37875121

Molecular representation learning plays an important role in molecular property prediction. Existing molecular property prediction models rely on the de facto standard of covalent-bond-based molecular...

Deep Learning Benchmarking Models, Molecular

Deep learning for asbestos counting.

05 08 2023

DOI: 10.1016/j.jhazmat.2023.131590 PMID: 37178531

The PCM (phase contrast microscopy) method for asbestos counting needs special sample treatments, hence it is time consuming and rather expensive. As an alternative, we implemented a deep learning pro...

United States Deep Learning Asbestos Asbestos, Serpentine Microscopy, Phase-Contrast +2 autres

Deep learning signature of brain [

10 11 2022

DOI: 10.1038/s41598-022-23347-x PMID: 36357491

An objective biomarker to predict the outcome of isolated rapid eye movement sleep behavior disorder (iRBD) is crucial for the management. This study aimed to investigate cognitive signature of brain ...

Humans REM Sleep Behavior Disorder Fluorodeoxyglucose F18 Deep Learning Brain +2 autres

Deep learning modeling m

17 05 2022

DOI: 10.1038/s41467-022-30209-7 PMID: 35581216

The N...

Base Sequence Codon, Terminator Deep Learning Methylation Regulatory Sequences, Nucleic Acid

Protéines de filaments intermédiaires : Questions médicales fréquentes

Termes MeSH sélectionnés :

Questions fréquentes et termes MeSH associés

Général 1

Contenu validé par Dr Olivier Menir

Sous-catégories

Desmine

Protéine gliofibrillaire acide

Vimentine

Kératine-15

Auteurs principaux

Sources (10000 au total)