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  • 1-8 ل  8 نتائج ل ""Hamitouche, Ilyes""

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Academic Journal

MDSPACE and MDTOMO Software for Extracting Continuous Conformational Landscapes from Datasets of Single Particle Images and Subtomograms Based on Molecular Dynamics Simulations: Latest Developments in ContinuousFlex Software Package.

Subjects: *MOLECULAR dynamics; *INTEGRATED software; *COMPUTER software development

  • Source: International Journal of Molecular Sciences. Jan2024, Vol. 25 Issue 1, p20. 16p.

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Academic Journal

MDSPACE: Extracting continuous conformational landscapes from cryo-EM single particle datasets using 3D-to-2D flexible fitting based on Molecular Dynamics simulation

Subjects: Cryo electron microscopy (cryo-EM); molecular dynamics simulation (MD simulation); continuous conformational variability

  • Source: ISSN: 0022-2836.

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Academic Journal

MDSPACE and MDTOMO Software for Extracting Continuous Conformational Landscapes from Datasets of Single Particle Images and Subtomograms Based on Molecular Dynamics Simulations: Latest Developments in ContinuousFlex Software Package

Subjects: [INFO]Computer Science [cs]; [SDV]Life Sciences [q-bio]

  • Source: ISSN: 1661-6596.

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Academic Journal

DeepHEMNMA: ResNet-based hybrid analysis of continuous conformational heterogeneity in cryo-EM single particle images

Subjects: Deep learning; cryo-EM single particle analysis; molecular flexibility

  • Source: ISSN: 2296-889X ; Frontiers in Molecular Biosciences ; https://hal.science/hal-03750789 ; Frontiers in Molecular Biosciences, 2022, 9, pp.965645. ⟨10.3389/fmolb.2022.965645⟩.

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Academic Journal

ContinuousFlex: Software package for analyzing continuous conformational variability of macromolecules in cryo electron microscopy and tomography data

Subjects: ContinuousFlex; cryo-EM single particle analysis; cryo-ET subtomogram analysis

  • Source: ISSN: 1047-8477.

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Conference

Deep learning of elastic 3D shapes for cryo electron microscopy analysis of continuous conformational changes of biomolecules

Subjects: Deep Learning; Cryo-EM; Elastic 3D-to-2D alignmentDublin; Ireland

  • Source: Proceedings of the 29th European Signal Processing Conference, EUSIPCO 2021 ; 29th European Signal Processing Conference, EUSIPCO 2021 ; https://hal.science/hal-03266630 ; 29th European Signal

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Dissertation/ Thesis

Machine learning for determining continuous conformational transitions of biomolecular complexes from single-particle cryo-electron microscopy images ; Apprentissage automatique pour la détermination des transitions conformationnelles continues de complexes biomoléculaires à partir des images de cryo microscopie électronique

Subjects: Conformational heterogeneity; Cryo electron microscopy; Deep leaning

  • Source: https://hal.science/tel-04521743 ; Bioinformatics [q-bio.QM]. Sorbonne Université (Paris), 2023. English. ⟨NNT : 2023SORUS047⟩.

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Synthetic cryo electron microscopy single particle images containing biomolecular complexes with continuous conformational variability used for validating DeepHEMNMA method and validation results

Subjects: cryo-EM single particle analysis; deep learning; continuous conformational heterogeneity

  • Source: Frontiers in Molecular Biosciences 9 965645

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  • 1-8 ل  8 نتائج ل ""Hamitouche, Ilyes""