Publications by authors named "Manar D Samad"

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Attention-based Imputation of Missing Values in Electronic Health Records Tabular Data.
Ibna Kowsar, Shourav B Rabbani, Manar D Samad

Proc (IEEE Int Conf Healthc Inform)· June 2024

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Deep Clustering of Electronic Health Records Tabular Data for Clinical Interpretation.
Ibna Kowsar, Shourav B Rabbani, Kazi Fuad B Akhter, Manar D Samad

IEEE Int Conf Telecommun Photonics· December 2023

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Deep imputation of missing values in time series health data: A review with benchmarking.
Maksims Kazijevs, Manar D Samad

J Biomed Inform· August 2023

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Perturbation of deep autoencoder weights for model compression and classification of tabular data.
Sakib Abrar, Manar D Samad

Neural Netw· December 2022

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Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework.
Manar D Samad, Sakib Abrar, Norou Diawara

Knowl Based Syst· August 2022

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Mining Social Media Data to Predict COVID-19 Case Counts.
Maksims Kazijevs, Furkan A Akyelken, Manar D Samad

Proc (IEEE Int Conf Healthc Inform)· June 2022

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Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification.
Raisul Arefin, Manar D Samad, Furkan A Akyelken, Arash Davanian

Proc (IEEE Int Conf Healthc Inform)· August 2021

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Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning.
Manar D Samad, Rahim Hossain, Khan M Iftekharuddin

Proc Int Jt Conf Neural Netw· July 2021

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Predicting Survival From Large Echocardiography and Electronic Health Record Datasets: Optimization With Machine Learning.
Manar D Samad, Alvaro Ulloa, Gregory J Wehner, Linyuan Jing, Dustin Hartzel

JACC Cardiovasc Imaging· April 2019

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Glioma grading using structural magnetic resonance imaging and molecular data.
Syed M S Reza, Manar D Samad, Zeina A Shboul, Karra A Jones, Khan M Iftekharuddin

J Med Imaging (Bellingham)· April 2019

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Predicting deterioration of ventricular function in patients with repaired tetralogy of Fallot using machine learning.
Manar D Samad, Gregory J Wehner, Mohammad R Arbabshirani, Linyuan Jing, Andrew J Powell

Eur Heart J Cardiovasc Imaging· July 2018

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A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data.
Manar D Samad, Norou Diawara, Jonna L Bobzien, John W Harrington, Megan A Witherow

IEEE Trans Neural Syst Rehabil Eng· February 2018

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Effect of force feedback from each DOF on the motion accuracy of a surgical tool in performing a robot-assisted tracing task.
Manar D Samad, Yaoping Hu, Garnette R Sutherland

Annu Int Conf IEEE Eng Med Biol Soc· March 2011

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