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Works (6)

Sleep Apnea Detection From Variational Mode Decomposed EEG Signal Using a Hybrid CNN-BiLSTM

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3097090
Contributors: Tanvir Mahmud; Ishtiaque Ahmed Khan; Talha Ibn Mahmud; Shaikh Anowarul Fattah; Wei-Ping Zhu; M. Omair Ahmad
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A Sub-frame Based Feature Extraction Approach from Split-Band EEG Signal for Sleep Apnea Event Detection Using Multi-Layer LSTM

2020 IEEE Region 10 Symposium, TENSYMP 2020
2020 | Conference paper
DOI: 10.1109/TENSYMP50017.2020.9230848
EID:

2-s2.0-85096413189
Contributors: Mahmud, T.; Khan, I.A.; Mahmud, T.I.; Fattah, S.A.
Source: Self-asserted source
Ishtiaque Ahmed Khan via Scopus - Elsevier

An automatic ocular disease detection scheme from enhanced fundus images based on ensembling deep CNN networks

Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020
2020 | Conference paper
DOI: 10.1109/ICECE51571.2020.9393050
EID:

2-s2.0-85104624500
Contributors: Khan, I.A.; Sajeeb, A.; Fattah, S.A.
Source: Self-asserted source
Ishtiaque Ahmed Khan via Scopus - Elsevier

Deep convolutional neural network based sleep apnea detection scheme using spectro-temporal subframes of EEG Signal

Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020
2020 | Conference paper
DOI: 10.1109/ICECE51571.2020.9393059
EID:

2-s2.0-85104589109
Contributors: Khan, I.A.; Mahmud, T.I.; Mahmud, T.; Fattah, S.A.
Source: Self-asserted source
Ishtiaque Ahmed Khan via Scopus - Elsevier

Sleep Apnea Event Detection from Sub-frame Based Feature Variation in EEG Signal Using Deep Convolutional Neural Network

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2020 | Conference paper
DOI: 10.1109/EMBC44109.2020.9176433
EID:

2-s2.0-85091038252

Part of ISSN: 1557170X
Contributors: Mahmud, T.; Khan, I.A.; Ibn Mahmud, T.; Fattah, S.A.; Zhu, W.-P.; Ahmad, M.O.
Source: Self-asserted source
Ishtiaque Ahmed Khan via Scopus - Elsevier

Real Time Sleep Apnea Event Detection with Deep Neural Network

2019 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)
2019-11 | Conference paper
DOI: 10.1109/becithcon48839.2019.9063197
Contributors: Ishtiaque Ahmed Khan; Tanvir Mahmud; Md. Abu Aeioub Ansary; Talha Ibn Mahmud; Ishtiaque Ahmed Khan; Shaikh Anowarul Fattah
Source: Self-asserted source
Ishtiaque Ahmed Khan
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