Review on the Applications of Deep Learning in the Analysis of Gastrointestinal Endoscopy Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2944676
Abstract: Gastrointestinal (GI) disease is one of the most common diseases and primarily examined by GI endoscopy. Recently, deep learning (DL), in particular convolutional neural networks (CNNs) have made achievements in GI endoscopy image analysis. This… read more here.
Keywords: analysis gastrointestinal; analysis; review applications; applications deep ... See more keywords
Technology trends and applications of deep learning in ultrasonography: image quality enhancement, diagnostic support, and improving workflow efficiency
Sign Up to like & getrecommendations! Published in 2020 at "Ultrasonography"
DOI: 10.14366/usg.20102
Abstract: In this review of the most recent applications of deep learning to ultrasound imaging, the architectures of deep learning networks are briefly explained for the medical imaging applications of classification, detection, segmentation, and generation. Ultrasonography… read more here.
Keywords: image; image quality; deep learning; enhancement ... See more keywords
Recent Applications of Deep Learning Methods on Evolution- and Contact-Based Protein Structure Prediction
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Molecular Sciences"
DOI: 10.3390/ijms22116032
Abstract: The new advances in deep learning methods have influenced many aspects of scientific research, including the study of the protein system. The prediction of proteins’ 3D structural components is now heavily dependent on machine learning… read more here.
Keywords: protein; recent applications; deep learning; learning methods ... See more keywords
Applications of Deep Mutational Scanning in Virology
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DOI: 10.3390/v13061020
Abstract: Several recently developed high-throughput techniques have changed the field of molecular virology. For example, proteomics studies reveal complete interactomes of a viral protein, genome-wide CRISPR knockout and activation screens probe the importance of every single… read more here.
Keywords: deep mutational; virology; scanning virology; mutational scanning ... See more keywords