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Huy Phan
Huy Phan
Amazon, AGI
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Year
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE …, 2019
4232019
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Biomedical Engineering (TBME) 66 (5), 1285-1296, 2019
3902019
XSleepNet: Multi-view sequential model for automatic sleep staging
H Phan, OY Chén, MC Tran, P Koch, A Mertins, M De Vos
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 44 (9 …, 2022
1872022
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification
H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering (TBME) 69 (8), 2456-2467, 2022
1622022
Random Regression Forests for Acoustic Event Detection and Classification
H Phan, M Maaß, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 23 …, 2015
1532015
Improving GANs for Speech Enhancement
H Phan, IV McLoughlin, L Pham, OY Chén, P Koch, M De Vos, A Mertins
IEEE Signal Processing Letters 27, 1700-1704, 2020
1432020
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
1382018
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
H Phan, L Hertel, M Maass, A Mertins
Interspeech 2016, 3653-3657, 2016
1382016
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
H Phan, OY Chén, P Koch, Z Lu, I McLoughlin, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering (TBME) 68 (6), 1787-1798, 2021
1262021
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning
N Banluesombatkul, P Ouppaphan, P Leelaarporn, P Lakhan, ...
IEEE Journal of Biomedical and Health Informatics (JBHI) 25 (6), 1949-1963, 2021
1002021
Multichannel Sleep Stage Classification and Transfer Learning Using Convolutional Neural Networks
F Andreotti, H Phan, N Cooray, C Lo, MTM Hu, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
962018
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
P Autthasan, R Chaisaen, T Sudhawiyangkul, P Rangpong, ...
IEEE Transactions on Biomedical Engineering (TBME) 69 (6), 2105-2118, 2022
952022
CNN-MoE based framework for classification of respiratory anomalies and lung disease detection
L Pham, H Phan, R Palaniappan, A Mertins, I McLoughlin
IEEE Journal of Biomedical and Health Informatics (JBHI) 25 (8), 2938-2947, 2021
922021
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
912018
Improved Audio Scene Classification based on Label-Tree Embeddings and Convolutional Neural Networks
H Phan, L Hertel, M Maass, P Koch, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 25 (6 …, 2017
842017
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions
H Phan, K Mikkelsen
Physiological Measurement 43 (4), 04TR01, 2022
822022
Audio Scene Classification with Deep Recurrent Neural Networks
H Phan, P Koch, F Katzberg, M Maass, R Mazur, A Mertins
Interspeech 2017, 3043-3047, 2017
822017
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning
L Hertel, H Phan, A Mertins
Neural Networks (IJCNN 2016), International Joint Conference on, 3407-3411, 2016
802016
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases
L Pham, I McLoughlin, H Phan, M Tran, T Nguyen, R Palaniappan
Engineering in Medicine and Biology Society (EMBC 2020), 42nd Annual …, 2020
582020
Metric Learning for Automatic Sleep Stage Classification
H Phan, Q Do, TL Do, DL Vu
Engineering in Medicine and Biology Society (EMBC 2013), 35th Annual …, 2013
552013
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