Kamal Al-Nasr

Orcid: 0000-0001-8459-9070

According to our database1, Kamal Al-Nasr authored at least 30 papers between 2009 and 2025.

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Bibliography

2025
Enhancing Protein Side Chain Packing Using Rotamer Clustering and Machine Learning.
Proceedings of the Computational Advances in Bio and Medical Sciences, 2025

2024
Deep Learning Approach to Identify Protein's Secondary Structure Elements.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

2022
LPTD: a novel linear programming-based topology determination method for cryo-EM maps.
Bioinform., 2022

2021
Subspace Modeling for Classification of Protein Secondary Structure Elements from Cα Trace.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Deep Learning for Assignment of Protein Secondary Structure Elements from Cɑ Coordinates.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Assignment of Protein Secondary Structure Elements from Cα Backbone Trace: An Ensemble of Machine Learning Approaches.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Forecasting the Growth of Structures from NMR and X-Ray Crystallography Experiments Released Per Year.
J. Inf. Knowl. Manag., 2020

A hidden Markov model-based approach to reconstructing double minute chromosome amplicons.
Int. J. Comput. Biol. Drug Des., 2020

Machine Learning Approach to Assign Protein Secondary Structure Elements from Cα Trace.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Forecasting Model for the Annual Growth of Cryogenic Electron Microscopy Data.
Proceedings of the Computational Advances in Bio and Medical Sciences, 2019

Supervised Regression Study for Electron Microscopy Data.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
<i>Special Issue</i>Preface: The 9th Computational Structural Bioinformatics Workshop.
J. Comput. Biol., 2018

<i>PEM-fitter</i>: A Coarse-Grained Method to Validate Protein Candidate Models.
J. Comput. Biol., 2018

2017
An Effective Computational Method Incorporating Multiple Secondary Structure Predictions in Topology Determination for Cryo-EM Images.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Geometry Analysis for Protein Secondary Structures Matching Problem.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Constrained cyclic coordinate descent for cryo-EM images at medium resolutions: beyond the protein loop closure problem.
Robotica, 2016

An efficient method for validating protein models using electron microscopy data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Deriving Protein Backbone Using Traces Extracted from Density Maps at Medium Resolutions.
Proceedings of the Bioinformatics Research and Applications - 11th International Symposium, 2015

2014
Solving the Secondary Structure MatchingProblem in Cryo-EM De Novo ModelingUsing a Constrained $K$-Shortest Path Graph Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Construction of protein backbone pieces using segment-based FBCCD and Cryo-EM skeleton.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Intensity-Based Skeletonization of CryoEM Gray-Scale Images Using a True Segmentation-Free Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A Graph Approach to Bridge the Gaps in Volumetric Electron Cryo-microscopy Skeletons.
Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013

A Constrained K-shortest Path Algorithm to Rank the Topologies of the Protein Secondary Structure Elements Detected in CryoEM Volume Maps.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Improved Efficiency in Cryo-EM Secondary Structure Topology Determination from Inaccurate Data.
J. Bioinform. Comput. Biol., 2012

CryoEM skeleton length estimation using a decimated curve.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Building the initial chain of the proteins through de novo modeling of the cryo-electron microscopy volume data at the medium resolutions.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Ranking Valid Topologies of the Secondary Structure Elements Using a Constraint Graph.
J. Bioinform. Comput. Biol., 2011

A Constraint Dynamic Graph Approach to Identify the Secondary Structure Topology from cryoEM Density Data in Presence of Errors.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Structure prediction for the helical skeletons detected from the low resolution protein density map.
BMC Bioinform., 2010

2009
An effective convergence independent loop closure method using Forward-Backward Cyclic Coordinate Descent.
Int. J. Data Min. Bioinform., 2009


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