EMNUSS: a deep learning framework for secondary structure annotation in cryo-EM maps
Cryo-electron microscopy (cryo-EM) has become one of important experimental methods in
structure determination. However, despite the rapid growth in the number of deposited cryo …
structure determination. However, despite the rapid growth in the number of deposited cryo …
Evoseg: Automated electron microscopy segmentation through random forests and evolutionary optimization
M Zumbado-Corrales, J Esquivel-Rodríguez - Biomimetics, 2021 - mdpi.com
Electron Microscopy Maps are key in the study of bio-molecular structures, ranging from
borderline atomic level to the sub-cellular range. These maps describe the envelopes that …
borderline atomic level to the sub-cellular range. These maps describe the envelopes that …
Recent methods from statistical inference and machine learning to improve integrative modeling of macromolecular assemblies
S Arvindekar, K Majila, S Viswanath - arXiv preprint arXiv:2401.17894, 2024 - arxiv.org
Integrative modeling of macromolecular assemblies allows for structural characterization of
large assemblies that are recalcitrant to direct experimental observation. A Bayesian …
large assemblies that are recalcitrant to direct experimental observation. A Bayesian …
Deep Learning for Secondary Structure Elements Prediction From Cryo-EM Data
M Bataineh - 2024 - search.proquest.com
Understanding protein structure is vital for drug design and advancing medical knowledge,
playing a crucial role in modern medicine. Cryo-Electron Microscopy (Cryo-EM) is a leading …
playing a crucial role in modern medicine. Cryo-Electron Microscopy (Cryo-EM) is a leading …
Protein Structural Modeling Using Electron Microscopy Maps
E Alnabati - 2022 - search.proquest.com
Proteins are significant components of living cells. They perform a diverse range of
biological functions such as cell shape and metabolism. The functions of proteins are …
biological functions such as cell shape and metabolism. The functions of proteins are …