Suchergebnisse - "Samad, Manar"

PubPharm (12)

1

Deep imputation of missing values in time series health data : A review with benchmarking

enthalten in: Journal of biomedical informatics | 2023

von Kazijevs, M. | Samad, M.

2

Perturbation of deep autoencoder weights for model compression and classification of tabular data

enthalten in: Neural networks : the official journal of the International Neural Network Society | 2022

von Abrar, S. | Samad, M.

3

Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework

enthalten in: Knowledge-based systems | 2022

von Samad, M. | Abrar, S. | Diawara, N.

4

Mining Social Media Data to Predict COVID-19 Case Counts

enthalten in: IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics | 2022

von Kazijevs, M. | Akyelken, F. | Samad, M.

5

Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification

enthalten in: IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics | 2021

von Arefin, R. | Samad, M. | Akyelken, F. | +1

6

Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning

enthalten in: Proceedings of ... International Joint Conference on Neural Networks. International Joint Conference on Neural Networks | 2021

von Samad, M. | Hossain, R. | Iftekharuddin, K.

7

Information Mining for COVID-19 Research From a Large Volume of Scientific Literature

enthalten in: arXiv.org | 2020

von Ahamed, S. | Samad, M.

8

Glioma grading using structural magnetic resonance imaging and molecular data

enthalten in: Journal of medical imaging (Bellingham, Wash.) | 2019

von Reza, S. | Samad, M. | Shboul, Z. | +2

9

Predicting Survival From Large Echocardiography and Electronic Health Record Datasets : Optimization With Machine Learning

enthalten in: JACC. Cardiovascular imaging | 2019

von Samad, M. | Ulloa, A. | Wehner, G. | +6

CommentIn: JACC Cardiovasc Imaging. 2019 Apr;12(4):690-692. - PMID 30553684

10

Predicting deterioration of ventricular function in patients with repaired tetralogy of Fallot using machine learning

enthalten in: European heart journal. Cardiovascular Imaging | 2018

von Samad, M. | Wehner, G. | Arbabshirani, M. | +5

CommentIn: Eur Heart J Cardiovasc Imaging. 2018 Jul 1;19(7):727-728. - PMID 29538756