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Iman 'Abdollah' Dehzangi
Iman 'Abdollah' Dehzangi
Assistant Professor at the Department of Computer Science, Rutgers University
Verified email at rutgers.edu - Homepage
Title
Cited by
Cited by
Year
Improving prediction of secondary structure, local backbone angles and solvent accessible surface area of proteins by iterative deep learning
R Heffernan, K Paliwal, J Lyons, A Dehzangi, A Sharma, J Wang, A Sattar, ...
Scientific reports 5 (1), 1-11, 2015
3282015
Gram-positive and Gram-negative protein subcellular localization by incorporating evolutionary-based descriptors into Chou׳ s general PseAAC
A Dehzangi, R Heffernan, A Sharma, J Lyons, K Paliwal, A Sattar
Journal of theoretical biology 364, 284-294, 2015
2462015
A feature extraction technique using bi-gram probabilities of position specific scoring matrix for protein fold recognition
A Sharma, J Lyons, A Dehzangi, KK Paliwal
Journal of theoretical biology 320, 41-46, 2013
1532013
Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto‐encoder deep neural network
J Lyons, A Dehzangi, R Heffernan, A Sharma, K Paliwal, A Sattar, Y Zhou, ...
Journal of computational chemistry 35 (28), 2040-2046, 2014
1492014
SPIDER2: a package to predict secondary structure, accessible surface area, and main-chain torsional angles by deep neural networks
Y Yang, R Heffernan, K Paliwal, J Lyons, A Dehzangi, A Sharma, J Wang, ...
Prediction of protein secondary structure, 55-63, 2017
1332017
Highly accurate sequence-based prediction of half-sphere exposures of amino acid residues in proteins
R Heffernan, A Dehzangi, J Lyons, K Paliwal, A Sharma, J Wang, A Sattar, ...
Bioinformatics 32 (6), 843-849, 2016
922016
Predict gram-positive and gram-negative subcellular localization via incorporating evolutionary information and physicochemical features into Chou's general PseAAC
R Sharma, A Dehzangi, J Lyons, K Paliwal, T Tsunoda, A Sharma
IEEE transactions on nanobioscience 14 (8), 915-926, 2015
812015
A tri-gram based feature extraction technique using linear probabilities of position specific scoring matrix for protein fold recognition
KK Paliwal, A Sharma, J Lyons, A Dehzangi
IEEE transactions on nanobioscience 13 (1), 44-50, 2014
752014
iDTI-ESBoost: identification of drug target interaction using evolutionary and structural features with boosting
F Rayhan, S Ahmed, S Shatabda, DM Farid, Z Mousavian, A Dehzangi, ...
Scientific reports 7 (1), 1-18, 2017
742017
iDNAProt-ES: identification of DNA-binding proteins using evolutionary and structural features
SY Chowdhury, S Shatabda, A Dehzangi
Scientific reports 7 (1), 1-14, 2017
622017
Using random forest for protein fold prediction problem: an empirical study.
A Dehzangi, S Phon-Amnuaisuk, O Dehzangi
J. Inf. Sci. Eng. 26 (6), 1941-1956, 2010
622010
A combination of feature extraction methods with an ensemble of different classifiers for protein structural class prediction problem
A Dehzangi, K Paliwal, A Sharma, O Dehzangi, A Sattar
IEEE/ACM Transactions on Computational Biology and Bioinformatics 10 (3 …, 2013
602013
A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues
S Shamshirband, M Fathi, A Dehzangi, AT Chronopoulos, ...
Journal of Biomedical Informatics 113, 103627, 2021
582021
PyFeat: a Python-based effective feature generation tool for DNA, RNA and protein sequences
R Muhammod, S Ahmed, D Md Farid, S Shatabda, A Sharma, A Dehzangi
Bioinformatics 35 (19), 3831-3833, 2019
582019
PSSM-Suc: Accurately predicting succinylation using position specific scoring matrix into bigram for feature extraction
A Dehzangi, Y López, SP Lal, G Taherzadeh, J Michaelson, A Sattar, ...
Journal of theoretical biology 425, 97-102, 2017
572017
A strategy to select suitable physicochemical attributes of amino acids for protein fold recognition
A Sharma, KK Paliwal, A Dehzangi, J Lyons, S Imoto, S Miyano
BMC bioinformatics 14 (1), 1-11, 2013
552013
SucStruct: prediction of succinylated lysine residues by using structural properties of amino acids
Y López, A Dehzangi, SP Lal, G Taherzadeh, J Michaelson, A Sattar, ...
Analytical biochemistry 527, 24-32, 2017
532017
SPIN2: Predicting sequence profiles from protein structures using deep neural networks
J O'Connell, Z Li, J Hanson, R Heffernan, J Lyons, K Paliwal, A Dehzangi, ...
Proteins: Structure, Function, and Bioinformatics 86 (6), 629-633, 2018
472018
A Segmentation-based Method to Extract Structural and Evolutionary Features for Protein Fold Recognition
A Dehzangi, J Lyons, A Sharma, A Sattar
IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 (3 …, 2014
462014
Success: evolutionary and structural properties of amino acids prove effective for succinylation site prediction
Y López, A Sharma, A Dehzangi, SP Lal, G Taherzadeh, A Sattar, ...
BMC Genomics 19 (Suppl 1), 923, 2018
452018
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