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Saurav Mallik
Saurav Mallik
Research Scientist, University of Arizona/Harvard University (postdoc), USA
Verifisert e-postadresse på hsph.harvard.edu - Startside
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A survey and comparative study of statistical tests for identifying differential expression from microarray data
S Bandyopadhyay, S Mallik, A Mukhopadhyay
Computational Biology and Bioinformatics, IEEE/ACM Transactions on 11 (1 …, 2014
1302014
Explanation-driven deep learning model for prediction of brain tumour status using MRI image data
L Gaur, M Bhandari, T Razdan, S Mallik, Z Zhao
Frontiers in genetics 13, 822666, 2022
1202022
An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays
S Mallik, GJ Odom, Z Gao, L Gomez, X Chen, L Wang
Briefings in bioinformatics 20 (6), 2224-2235, 2019
1082019
The HIV Nef protein modulates cellular and exosomal miRNA profiles in human monocytic cells
M Aqil, AR Naqvi, S Mallik, S Bandyopadhyay, U Maulik, S Jameel
Journal of extracellular vesicles 3 (1), 23129, 2014
1062014
Machine learning-based optimal crop selection system in smart agriculture
S Rani, AK Mishra, A Kataria, S Mallik, H Qin
Scientific Reports 13 (1), 15997, 2023
922023
Optimization of wire spark erosion machining of Grade 9 titanium alloy (Grade 9) using a hybrid learning algorithm
M Natarajan, T Pasupuleti, J Giri, HA Al-Lohedan, LN Katta, F Mohammad, ...
AIP Advances 14 (1), 2024
822024
RANWAR: Rank-Based Weighted Association Rule Mining from Gene Expression and Methylation Data
S Mallik, U Maulik, A Mukhopadhyay
IEEE nanobioscience 14 (1), 59-66, 2015
792015
MicroRNA and transcription factor co-regulatory networks and subtype classification of seminoma and non-seminoma in testicular germ cell tumors
G Qin, S Mallik, R Mitra, A Li, P Jia, CM Eischen, Z Zhao
Scientific Reports 10 (1), 852, 2020
652020
Machinability of titanium grade 5 alloy for wire electrical discharge machining using a hybrid learning algorithm
M Natarajan, T Pasupuleti, J Giri, N Sunheriya, LN Katta, R Chadge, ...
Information 14 (8), 439, 2023
642023
Autism detection of mri brain images using hybrid deep cnn with dm-resnet classifier
S Jain, HK Tripathy, S Mallik, H Qin, Y Shaalan, K Shaalan
IEEE Access 11, 117741-117751, 2023
482023
Identifying epigenetic biomarkers using maximal relevance and minimal redundancy based feature selection for multi-omics data
S Mallik, T Bhadra, U Maulik
IEEE Transactions on Nanobioscience 16 (1), 3-10, 2017
482017
Transcriptomic Analysis of mRNAs in Human Monocytic Cells Expressing the HIV-1 Nef Protein and Their Exosomes
M Aqil, S Mallik, S Bandyopadhyay, U Maulik, S Jameel
BioMed Research International 2015, 492395, 2015
482015
Graph-and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data
S Mallik, Z Zhao
Briefings in bioinformatics 21 (2), 368-394, 2020
472020
Analyzing Gene Expression and Methylation Data Profiles using StatBicRM: Statistical Biclustering-based Rule Mining
U Maulik, S Mallik, A Mukhopadhyay, S Bandyopadhyay
PLoS One 10 (4), e0119448, 2015
452015
An ensemble-based deep convolutional neural network for computer-aided polyps identification from colonoscopy
P Sharma, BK Balabantaray, K Bora, S Mallik, K Kasugai, Z Zhao
Frontiers in Genetics 13, 844391, 2022
442022
Critical microRNAs and regulatory motifs in cleft palate identified by a conserved miRNA–TF–gene network approach in humans and mice
A Li, P Jia, S Mallik, R Fei, H Yoshioka, A Suzuki, J Iwata, Z Zhao
Briefings in bioinformatics 21 (4), 1465-1478, 2020
422020
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach
S Mallik, A Mukhopadhyay, U Maulik, S Bandyopadhyay
Computational Intelligence in Bioinformatics and Computational Biology …, 2013
422013
An ensemble learning approach for diabetes prediction using boosting techniques
SM Ganie, PKD Pramanik, M Bashir Malik, S Mallik, H Qin
Frontiers in Genetics 14, 1252159, 2023
352023
Recent advancements in computational drug design algorithms through machine learning and optimization
S Choudhuri, M Yendluri, S Poddar, A Li, K Mallick, S Mallik, B Ghosh
Kinases and Phosphatases 1 (2), 117-140, 2023
332023
Identification of multiview gene modules using mutual information-based hypograph mining
T Bhadra, S Mallik, S Bandyopadhyay
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (6), 1119-1130, 2017
322017
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Artikler 1–20