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Talha Ibn Mahmud
Talha Ibn Mahmud
Research Assistant, Purdue University
Verified email at ug.eee.buet.ac.bd - Homepage
Title
Cited by
Cited by
Year
Sleep apnea detection from variational mode decomposed EEG signal using a hybrid CNN-BiLSTM
T Mahmud, IA Khan, TI Mahmud, SA Fattah, WP Zhu, MO Ahmad
IEEE Access 9, 102355-102367, 2021
212021
S2C-DeLeNet: A parameter transfer based segmentation-classification integration for detecting skin cancer lesions from dermoscopic images
MJ Alam, MS Mohammad, MAF Hossain, IA Showmik, MS Raihan, ...
Computers in Biology and Medicine 150, 106148, 2022
202022
Sleep apnea event detection from sub-frame based feature variation in EEG signal using deep convolutional neural network
T Mahmud, IA Khan, TI Mahmud, SA Fattah, WP Zhu, MO Ahmad
2020 42nd annual international conference of the IEEE engineering in …, 2020
152020
Res-se-convnet: A deep neural network for hypoxemia severity prediction for hospital in-patients using photoplethysmograph signal
TI Mahmud, SA Imran, C Shahnaz
IEEE Journal of Translational Engineering in Health and Medicine 10, 1-9, 2022
62022
Deep convolutional neural network based sleep apnea detection scheme using spectro-temporal subframes of EEG signal
IA Khan, TI Mahmud, T Mahmud, SA Fattah
2020 11th international conference on electrical and computer engineering …, 2020
52020
A sub-frame based feature extraction approach from split-band EEG signal for sleep apnea event detection using multi-layer LSTM
T Mahmud, IA Khan, TI Mahmud, SA Fattah
2020 IEEE region 10 symposium (TENSYMP), 1299-1302, 2020
32020
Complete Automation of an E-commerce System with Internet of Things
SAI Shouborno, TI Mahmud, N Ishraq, R Ali, TH Joy, SA Fattah, ...
2019 IEEE International Conference on Robotics, Automation, Artificial …, 2019
32019
Dense-par-AttNet: an attention based deep learning model for skin lesion classification by transfer learning approach
MR Uddin, TI Mahmud
2022 IEEE International Conference on Artificial Intelligence in Engineering …, 2022
12022
Real Time Sleep Apnea Event Detection with Deep Neural Network
T Mahmud, MAA Ansary, TI Mahmud, IA Khan, SA Fattah
2019 IEEE International Conference on Biomedical Engineering, Computer and …, 2019
12019
A machine-learning-enabled smart neckband for monitoring dietary intake
T Park, TI Mahmud, J Lee, S Hong, JY Park, Y Ji, T Chang, J Yi, MK Kim, ...
PNAS nexus 3 (5), pgae156, 2024
2024
A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG
F Sadik, MT Raihan, RB Rashid, M Rahman, SM Abdal, S Ahmed, ...
arXiv preprint arXiv:2309.10542, 2023
2023
DenseLinkNet: A Deep Convolutional Architecture for Automatic Segmentation of Corneal Endothelial Cell
J Tasnim, B Halder, O Saha, TI Mahmud, S Ahmed
2022 12th International Conference on Electrical and Computer Engineering …, 2022
2022
Motor Imagery Hand Movement Classification Using Attention Network Integrated Inception Model
MR Uddin, A Jawad, TI Mahmud
2022 12th International Conference on Electrical and Computer Engineering …, 2022
2022
Heart Abnormality Detection from Heart Sound Signals using MFCC Feature and Dual Stream Attention Based Network
N Rashid, S Saha, MR Subah, RA Robin, SMH Fahim, S Ahmed, ...
arXiv preprint arXiv:2211.09751, 2022
2022
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