| 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 | 514 | 2019 |
| 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 | 446 | 2019 |
| 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 | 241 | 2022 |
| 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 | 230 | 2022 |
| 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 | 165 | 2020 |
| 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 | 159 | 2015 |
| 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 | 158 | 2018 |
| 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 | 153 | 2021 |
| Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks H Phan, L Hertel, M Maass, A Mertins Interspeech 2016, 3653-3657, 2016 | 144 | 2016 |
| 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 | 133 | 2021 |
| 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 | 127 | 2022 |
| Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions H Phan, K Mikkelsen Physiological Measurement 43 (4), 04TR01, 2022 | 117 | 2022 |
| 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 | 113 | 2021 |
| 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 | 106 | 2018 |
| 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 | 104 | 2018 |
| 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 | 85 | 2017 |
| 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 | 84 | 2017 |
| 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 | 84 | 2016 |
| 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 | 66 | 2020 |
| 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 | 59 | 2013 |
Alfred MertinsUniversity of LübeckVerified email at uni-luebeck.de
