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Tanvir Mahmud
Tanvir Mahmud
Graduate Research Assistant, The University of Texas at Austin
Verified email at utexas.edu - Homepage
Title
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Year
CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature …
T Mahmud, MA Rahman, SA Fattah
Computers in biology and medicine 122, 103869, 2020
5182020
PolypSegNet: A Modified Encoder-Decoder Architecture for Automated Polyp Segmentation from Colonoscopy Images
T Mahmud, B Paul, SA Fattah
Computers in Biology and Medicine, 2020
782020
DeepArrNet: An Efficient Deep CNN Architecture for Automatic Arrhythmia Detection and Classification From Denoised ECG Beats
T Mahmud, SA Fattah, M Saquib
IEEE Access 8, 104788-104800, 2020
542020
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans
T Mahmud, MJ Alam, S Chowdhury, SN Ali, MM Rahman, SA Fattah, ...
IEEE Transactions on Industrial Informatics, 2020
472020
A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network
T Mahmud, AQMS Sayyed, SA Fattah, SY Kung
IEEE Sensors Journal 21 (2), 1715-1726, 2020
422020
AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray images
N Rashid, MAF Hossain, M Ali, MI Sukanya, T Mahmud, SA Fattah
Biocybernetics and Biomedical Engineering 41 (4), 1685-1701, 2021
242021
Human Activity Recognition From Multi-modal Wearable Sensor Data Using Deep Multi-stage LSTM Architecture Based on Temporal Feature Aggregation
T Mahmud, SS Akash, SA Fattah, WP Zhu, MO Ahmad
2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020
242020
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
202021
AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization
T Mahmud, D Marculescu
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
182023
CovSegNet: A multi encoder–decoder architecture for improved lesion segmentation of COVID-19 chest CT scans
T Mahmud, MA Rahman, SA Fattah, SY Kung
IEEE Transactions on Artificial Intelligence 2 (3), 283-297, 2021
182021
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
A dual-stage deep convolutional neural network for automatic diagnosis of COVID-19 and pneumonia from chest CT images
F Sadik, AG Dastider, MR Subah, T Mahmud, SA Fattah
Computers in Biology and Medicine 149, 105806, 2022
142022
A Multi-Model Based Ensembling Approach to Detect COVID-19 from Chest X-Ray Images
O Saha, J Tasnim, MT Raihan, T Mahmud, I Ahmmed, SA Fattah
2020 IEEE REGION 10 CONFERENCE (TENCON), 591-595, 2020
112020
Transfer Learning Based Method for COVID-19 Detection From Chest X-ray Images
N Rashid, MAF Hossain, M Ali, MI Sukanya, T Mahmud, SA Fattah
2020 IEEE REGION 10 CONFERENCE (TENCON), 585-590, 2020
112020
ECGDeepNET: A Deep Learning approach for classifying ECG beats
T Mahmud, AR Hossain, SA Fattah
2019 7th International Conference on Robot Intelligence Technology and …, 2019
102019
ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images
AG Dastider, MR Subah, F Sadik, T Mahmud, SA Fattah
2020 IEEE REGION 10 CONFERENCE (TENCON), 57-60, 2020
82020
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
DeepBanglaNet: A Deep Convolutional Neural Network to Recognize Bengali Handwritten Digits
T Mahmud, AR Hossain, SA Fattah
2020 IEEE Region 10 Symposium (TENSYMP), 742-745, 2020
42020
CIFF-Net: Contextual image feature fusion for Melanoma diagnosis
MA Rahman, B Paul, T Mahmud, SA Fattah
Biomedical Signal Processing and Control 88, 105673, 2023
32023
RL-Tune: A Deep Reinforcement Learning Assisted Layer-wise Fine-Tuning Approach for Transfer Learning
T Mahmud, N Frumkin, D Marculescu
First Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward at …, 2022
32022
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