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 | 194 | 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 | 155 | 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 | 64 | 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 | 63 | 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 | 59 | 2017 |
Information mining for covid-19 research from a large volume of scientific literature S Ahamed, M Samad arXiv preprint arXiv:2004.02085, 2020 | 34 | 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 | 29 | 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 | 27 | 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 | 25 | 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 | 23 | 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 | 16 | 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 | 14 | 2016 |
Effect of text processing steps on twitter sentiment classification using word embedding MD Samad, ND Khounviengxay, MA Witherow arXiv preprint arXiv:2007.13027, 2020 | 12 | 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 | 12 | 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 | 12 | 2019 |
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 | 10 | 2021 |
Advancing artificial intelligence in sensors, signals, and imaging informatics W Hsu, C Baumgartner, T Deserno Yearbook of medical informatics 28 (01), 115-117, 2019 | 8 | 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 | 6 | 2023 |
Perturbation of deep autoencoder weights for model compression and classification of tabular data S Abrar, MD Samad Neural Networks 156, 160-169, 2022 | 6 | 2022 |
A novel framework for automated monitoring and analysis of high density pedestrian flow M Baqui, MD Samad, R Löhner Journal of Intelligent Transportation Systems 24 (6), 585-597, 2020 | 6 | 2020 |