Publications by authors named "Mufti Mahmud"

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Gamma entrainment frequency affects mood, memory and cognition: an exploratory pilot study.
Ryan L S Sharpe, Mufti Mahmud, M Shamim Kaiser, Jianhui Chen

Brain Inform· November 2020

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Evaluating XAI techniques under class imbalance using CPRD data.
Teena Rai, Jun He, Jaspreet Kaur, Yuan Shen, Mufti Mahmud

Front Artif Intell· December 2025

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Secure edge-guided adaptive image steganography using HED-based attention maps and CNN.
Rana Alrawashdeh, Sultan Almuhammadi, Mahmood Niazi, Mufti Mahmud, Md Mahfuzur Rahman

Sci Rep· December 2025

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High-Fidelity Functional Ultrasound Reconstruction via a Visual Auto-Regressive Framework.
Xuhang Chen, Zhuo Li, Yanyan Shen, Mufti Mahmud, Hieu Pham

IEEE J Biomed Health Inform· December 2025

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CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation.
Weiheng Yao, Zhihan Lyu, Mufti Mahmud, Ning Zhong, Baiying Lei

IEEE Trans Med Imaging· July 2025

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Enhancing cross-subject emotion recognition precision through unimodal EEG: a novel emotion preceptor model.
Yihang Dong, Changhong Jing, Mufti Mahmud, Michael Kwok-Po Ng, Shuqiang Wang

Brain Inform· December 2024

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Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification.
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud

Brain Inform· October 2024

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Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.
Md Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud

BMC Med Inform Decis Mak· September 2024

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Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.
Md Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud

BMC Med Inform Decis Mak· September 2024

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HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals.
Rajdeep Bhadra, Pawan Kumar Singh, Mufti Mahmud

Brain Inform· August 2024

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Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease.
Noushath Shaffi, Karthikeyan Subramanian, Viswan Vimbi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud

Int J Neural Syst· July 2024

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Classification of Diabetic Retinopathy Disease Levels by Extracting Spectral Features Using Wavelet CNN.
Sumod Sundar, Sumathy Subramanian, Mufti Mahmud

Diagnostics (Basel)· May 2024

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Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
Viswan Vimbi, Noushath Shaffi, Mufti Mahmud

Brain Inform· April 2024

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A Topical Review on Enabling Technologies for the Internet of Medical Things: Sensors, Devices, Platforms, and Applications.
Md Shamsul Arefin, Mohammed Mostafizur Rahman, Md Tanvir Hasan, Mufti Mahmud

Micromachines (Basel)· March 2024

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Editorial Topical Collection: "Explainable and Augmented Machine Learning for Biosignals and Biomedical Images".
Cosimo Ieracitano, Mufti Mahmud, Maryam Doborjeh, Aimé Lay-Ekuakille

Sensors (Basel)· December 2023

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Explainable AI-based Alzheimer's prediction and management using multimodal data.
Sobhana Jahan, Kazi Abu Taher, M Shamim Kaiser, Mufti Mahmud, Md Sazzadur Rahman

PLoS One· November 2023

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Early Detection of Alzheimer's Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model.
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alessandro Leparulo, Roberto Fontana

IEEE Trans Neural Syst Rehabil Eng· July 2023

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Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks.
Carlos Trenado, Ignacio Mendez-Balbuena, Alena Damborská, Amir Hussain, Mufti Mahmud

Front Comput Neurosci· July 2023

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Cybersecurity Risk Analysis of Electric Vehicles Charging Stations.
Safa Hamdare, Omprakash Kaiwartya, Mohammad Aljaidi, Manish Jugran, Yue Cao, Mufti Mahmud

Sensors (Basel)· July 2023

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Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning.
Muhammad Arifur Rahman, David J Brown, Mufti Mahmud, Matthew Harris, Nicholas Shopland

Brain Inform· June 2023

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An exploratory simulation study and prediction model on human brain behavior and activity using an integration of deep neural network and biosensor Rabi antenna.
Nhat Truong Pham, Montree Bunruangses, Phichai Youplao, Anita Garhwal, Kanad Ray, Mufti Mahmud

Heliyon· May 2023

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Brain Functional Network Topology in Autism Spectrum Disorder: A Novel Weighted Hierarchical Complexity Metric for Electroencephalogram.
Tanu Wadhera, Mufti Mahmud

IEEE J Biomed Health Inform· April 2023

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YOLOv5s-CA: A Modified YOLOv5s Network with Coordinate Attention for Underwater Target Detection.
Ge Wen, Shaobao Li, Fucai Liu, Xiaoyuan Luo, Meng-Joo Er, Mufti Mahmud

Sensors (Basel)· March 2023

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A machine learning pipeline to classify foetal heart rate deceleration with optimal feature set.
Sahana Das, Sk Md Obaidullah, Mufti Mahmud, M Shamim Kaiser, Kaushik Roy

Sci Rep· February 2023

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Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function.
Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri

Brain Inform· February 2023

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TAKEN: A Traffic Knowledge-Based Navigation System for Connected and Autonomous Vehicles.
Nikhil Kamath B, Roshan Fernandes, Anisha P Rodrigues, Mufti Mahmud, P Vijaya

Sensors (Basel)· January 2023

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