Articles with public access mandates - Huy PhanLearn more
Available somewhere: 50
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
Mandates: UK Engineering and Physical Sciences Research Council, National Institute …
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
Mandates: National Institute for Health Research, UK, Wellcome Trust
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
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: German Research Foundation
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
Mandates: National Institute for Health Research, UK, Wellcome Trust
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions
H Phan, K Mikkelsen
Physiological Measurement 43 (4), 04TR01, 2022
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: UK Engineering and Physical Sciences Research Council, UK Medical Research …
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
Mandates: National Institute for Health Research, UK, Wellcome Trust
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
Mandates: German Research Foundation
Building a Machine-learning Framework to Remotely Assess Parkinson's Disease Using Smartphones
O Chén, F Lipsmeier, H Phan, J Prince, K Taylor, C Gossens, ...
IEEE Transactions on Biomedical Engineering (TBME) 67 (12), 3491-3500, 2020
Mandates: National Institute for Health Research, UK
Resting-state brain information flow predicts cognitive flexibility in humans
OY Chén, H Cao, J Reinen, T Qian, J Gou, H Phan, M De Vos, T Cannon
Scientific Reports 9, 3879, 2019
Mandates: US National Institutes of Health, Wellcome Trust
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging
H Phan, KP Lorenzen, E Heremans, OY Chén, MC Tran, P Koch, ...
IEEE Journal of Biomedical and Health Informatics (JBHI) 27 (10), 4748-4757, 2023
Mandates: Research Foundation (Flanders), UK Engineering and Physical Sciences …
Visualising Convolutional Neural Network Decisions in Automatic Sleep Scoring
F Andreotti, H Phan, M De Vos
Artificial Intelligence in Health (AIH 2018), Joint Workshop, 70-81, 2018
Mandates: UK Engineering and Physical Sciences Research Council, National Institute …
Label Tree Embeddings for Acoustic Scene Classification
H Phan, L Hertel, M Maass, P Koch, A Mertins
ACM Multimedia (ACMMM 2016), 486-490, 2016
Mandates: German Research Foundation
What Makes Audio Event Detection Harder than Classification?
H Phan, P Koch, F Katzberg, M Maass, R Mazur, I McLoughlin, A Mertins
Signal Processing Conference (EUSIPCO 2017), 25th European, 2739-2743, 2017
Mandates: German Research Foundation
Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns
H Phan, L Hertel, M Maass, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 24 …, 2016
Mandates: German Research Foundation
Sleep monitoring using ear-centered setups: Investigating the influence from electrode configurations
K Mikkelsen, H Phan, ML Rank, MC Hemmsen, M De Vos, P Kidmose
IEEE Transactions on Biomedical Engineering (TBME) 69 (5), 1564-1572, 2022
Mandates: Innovation Fund Denmark
A Multi-Channel Fusion Framework for Audio Event Detection
H Phan, M Maass, L Hertel, R Mazur, A Mertins
Applications of Signal Processing to Audio and Acoustics (WASPAA 2015), 2015 …, 2015
Mandates: German Research Foundation
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods
H Phan, A Mertins, M Baumert
IEEE Transactions on Biomedical Engineering (TBME) 69 (12), 3612-3622, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks
H Phan, OY Chén, P Koch, L Pham, I McLoughlin, A Mertins, M De Vos
Acoustics, Speech and Signal Processing (ICASSP 2019), 44th IEEE …, 2019
Mandates: National Institute for Health Research, UK
Publication and funding information is determined automatically by a computer program