Manar Samad
Manar Samad
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Cited by
Cited by
Survey on deep neural networks in speech and vision systems
M Alam, MD Samad, L Vidyaratne, A Glandon, KM Iftekharuddin
Neurocomputing 417, 302-321, 2020
Predicting survival from large echocardiography and electronic health record datasets: optimization with machine learning
MD Samad, A Ulloa, GJ Wehner, L Jing, D Hartzel, CW Good, BA Williams, ...
JACC: Cardiovascular Imaging 12 (4), 681-689, 2019
Deep learning of texture and structural features for multiclass Alzheimer's disease classification
CV Dolph, M Alam, Z Shboul, MD Samad, KM Iftekharuddin
Neural Networks (IJCNN), 2017 International Joint Conference on, 2259-2266, 2017
Predicting deterioration of ventricular function in patients with repaired tetralogy of Fallot using machine learning
MD Samad, GJ Wehner, MR Arbabshirani, L Jing, AJ Powell, T Geva, ...
European Heart Journal-Cardiovascular Imaging 19 (7), 730-738, 2018
A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data
MD Samad, N Diawara, JL Bobzien, JW Harrington, MA Witherow, ...
IEEE transaction on Neural Systems and Rehabilitation Engineering, 2017
Information mining for covid-19 research from a large volume of scientific literature
S Ahamed, M Samad
arXiv preprint arXiv:2004.02085, 2020
Missing value estimation using clustering and deep learning within multiple imputation framework
MD Samad, S Abrar, N Diawara
Knowledge-based systems 249, 108968, 2022
GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus
R Islam, MK Devnath, MD Samad, SMJ Al Kadry
Vehicular Communications 33, 100442, 2022
Glioma grading using structural magnetic resonance imaging and molecular data
SMS Reza, MD Samad, ZA Shboul, KA Jones, KM Iftekharuddin
Journal of Medical Imaging 6 (2), 024501-024501, 2019
Frenet frame-based generalized space curve representation for pose-invariant classification and recognition of 3-D face
MD Samad, KM Iftekharuddin
IEEE Transactions on Human-Machine Systems 46 (4), 522-533, 2016
Transfer learning approach to multiclass classification of child facial expressions
MA Witherow, MD Samad, KM Iftekharuddin
Applications of Machine Learning 11139, 275-282, 2019
Non-intrusive optical imaging of face to probe physiological traits in Autism Spectrum Disorder
MD Samad, JL Bobzien, JW Harrington, KM Iftekharuddin
Optics & Laser Technology 77, 221-228, 2016
Non-transfer deep learning of optical coherence tomography for post-hoc explanation of macular disease classification
R Arefin, MD Samad, FA Akyelken, A Davanian
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 48-52, 2021
Effect of text processing steps on twitter sentiment classification using word embedding
MD Samad, ND Khounviengxay, MA Witherow
arXiv preprint arXiv:2007.13027, 2020
A pilot study to identify autism related traits in spontaneous facial actions using computer vision
MD Samad, N Diawara, JL Bobzien, CM Taylor, JW Harrington, ...
Research in Autism Spectrum Disorders 65, 14-24, 2019
Non-linear regression models for imputing longitudinal missing data
MD Samad, L Yin
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019
Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking
M Kazijevs, MD Samad
Journal of Biomedical Informatics 144, 2023
Advancing artificial intelligence in sensors, signals, and imaging informatics
W Hsu, C Baumgartner, T Deserno
Yearbook of medical informatics 28 (01), 115-117, 2019
Perturbation of deep autoencoder weights for model compression and classification of tabular data
S Abrar, MD Samad
Neural Networks 156, 160-169, 2022
Analysis of facial muscle activation in children with autism using 3D imaging
MD Samad, JL Bobzien, JW Harrington, KM Iftekharuddin
2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2015
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