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Employment (1)

University of Rajshahi: Rajshahi, BD

2014-04-16 to present (Computer Science and Engineering)
Employment
Source: Self-asserted source
Md. Rashed-Al-Mahfuz

Education and qualifications (1)

University of Illinois Urbana-Champaign: Urbana, US

2022-08-17 to present | PhD (Psychology (Behavioral Neuroscience Area))
Education
Source: Self-asserted source
Md. Rashed-Al-Mahfuz

Works (13)

Adverse Effects of COVID-19 Vaccination: Machine Learning and Statistical Approach to Identify and Classify Incidences of Morbidity and Postvaccination Reactogenicity

Healthcare
2022-12-22 | Journal article
Contributors: Md. Martuza Ahamad; Sakifa Aktar; Md. Jamal Uddin; Md. Rashed-Al-Mahfuz; A. K. M. Azad; Shahadat Uddin; Salem A. Alyami; Iqbal H. Sarker; Asaduzzaman Khan; Pietro Liò et al.
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A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data

IEEE Journal of Translational Engineering in Health and Medicine
2021 | Journal article
Contributors: Md. Rashed-Al-Mahfuz; Mohammad Ali Moni; Shahadat Uddin; Salem A. Alyami; Matthew A. Summers; Valsamma Eapen
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Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening

IEEE Journal of Translational Engineering in Health and Medicine
2021 | Journal article
Contributors: Md. Rashed-Al-Mahfuz; Abedul Haque; Akm Azad; Salem A. Alyami; Julian M. W. Quinn; Mohammad Ali Moni
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Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

IEEE Access
2021 | Journal article
Contributors: Md. Rabiul Islam; Mohammad Ali Moni; Md. Milon Islam; Md. Rashed-Al-Mahfuz; Md. Saiful Islam; Md. Kamrul Hasan; Md. Sabir Hossain; Mohiuddin Ahmad; Shahadat Uddin; Akm Azad et al.
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Vulnerability in Deep Transfer Learning Models to Adversarial Fast Gradient Sign Attack for COVID-19 Prediction from Chest Radiography Images

Applied Sciences
2021-05-07 | Journal article
Contributors: Biprodip Pal; Debashis Gupta; Md. Rashed-Al-Mahfuz; Salem A. Alyami; Mohammad Ali Moni
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Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development

JMIR Medical Informatics
2021-04-13 | Journal article
Contributors: Sakifa Aktar; Md Martuza Ahamad; Md Rashed-Al-Mahfuz; AKM Azad; Shahadat Uddin; AHM Kamal; Salem A Alyami; Ping-I Lin; Sheikh Mohammed Shariful Islam; Julian MW Quinn et al.
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Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions

Biomedical Engineering Letters
2021-02-16 | Journal article
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Md. Rashed-Al-Mahfuz

Network-Based Computational Approach to Identify Delineating Common Cell Pathways Influencing Type 2 Diabetes and Diseases of Bone and Joints

IEEE Access
2020 | Journal article
Contributors: Mohammad Ali Moni; M. Babul Islam; Md Rezanur Rahman; Md Rashed-Al-Mahfuz; Md Abdul Awal; Sheikh Mohammed Shariful Islam; Md. Nurul Haque Mollah; Julian M. W. Quinn
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A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients

Expert Systems with Applications
2020-12 | Journal article
Part of ISSN: 0957-4174
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Md. Rashed-Al-Mahfuz

Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development (Preprint)

2020-11-20 | Other
Contributors: Sakifa Aktar; Md Martuza Ahamad; Md Rashed-Al-Mahfuz; AKM Azad; Shahadat Uddin; AHM Kamal; Salem A Alyami; Ping-I Lin; Sheikh Mohammed Shariful Islam; Julian MW Quinn et al.
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A New Approach in Spatial Filtering to Reduce Speckle Noise

Journal article
Contributors: Md. Rashed-Al-Mahfuz
Source: Self-asserted source
Md. Rashed-Al-Mahfuz

Artifact Suppression and Analysis of Brain Activities with EEG Signals

Journal article
Contributors: Md. Rashed-Al-Mahfuz
Source: Self-asserted source
Md. Rashed-Al-Mahfuz

Multiband Prediction Model for Financial Time Series with Multivariate Empirical Mode Decomposition

Journal article
DOI:

10.1155/2012/593018

Source: Self-asserted source
Md. Rashed-Al-Mahfuz

Peer review (2 reviews for 1 publication/grant)

Review activity for BMC bioinformatics (2)