Publications: Dr Quoc Huy Phan
Borup K, Kidmose P, Phan H, Mikkelsen K
(
2023
)
.
Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data
.
Biomedical Signal Processing and Control
vol.
81
,
Phan H, Mertins A, Baumert M
(
2022
)
.
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods
.
IEEE Trans Biomed Eng
vol.
69
,
(
12
)
3612
-
3622
.
Chén OY, Phan H, Cao H, Qian T, Nagels G, de Vos M
(
2022
)
.
Probing potential priming: Defining, quantifying, and testing the causal priming effect using the potential outcomes framework
.
Frontiers in Psychology
vol.
13
,
Liang J, Phan QH, Benetos E
(
2022
)
.
Leveraging label hierarchies for few-shot everyday sound recognition
.
Conference:
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
(
Nancy, France
)
from:
03/11/2022
to:
04/11/2022
,
Phan H, Chen OY, Tran MC, Koch P, Mertins A, De Vos M
(
2022
)
.
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
.
IEEE Trans Pattern Anal Mach Intell
vol.
44
,
(
9
)
5903
-
5915
.
Singh S, Benetos E, Phan QH
(
2022
)
.
Hypernetworks for sound event detection: a proof-of-concept
.
Conference:
30th European Signal Processing Conference (EUSIPCO 2022)
(
Belgrade, Serbia
)
from:
29/08/2022
to:
03/09/2022
,
429
-
433
.
Phan H, Mikkelsen K, Chen OY, Koch P, Mertins A, De Vos M
(
2022
)
.
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification
.
IEEE Trans Biomed Eng
vol.
69
,
(
8
)
2456
-
2467
.
Heremans ERM, Phan H, Ansari AH, Borzée P, Buyse B, Testelmans D, De Vos M
(
2022
)
.
Feature matching as improved transfer learning technique for wearable EEG
.
Biomedical Signal Processing and Control
vol.
78
,
104009
-
104009
.
Heremans ERM, Phan H, Borzée P, Buyse B, Testelmans D, De Vos M
(
2022
)
.
From unsupervised to semi-supervised adversarial domain adaptation in electroencephalography-based sleep staging
.
J Neural Eng
vol.
19
,
(
3
)
Mikkelsen KB, Phan H, Rank ML, Hemmsen MC, de Vos M, Kidmose P
(
2022
)
.
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations
.
IEEE Trans Biomed Eng
vol.
69
,
(
5
)
1564
-
1572
.
Phan H, Mikkelsen K
(
2022
)
.
Automatic sleep staging of EEG signals: recent development, challenges, and future directions
.
Physiol Meas
vol.
43
,
(
4
)
Heremans ERM, Osselaer T, Seeuws N, Phan H, Testelmans D, De Vos M
(
2022
)
.
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging
.
Conference:
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)
vol.
00
,
1
-
4
.
Phan H, Nguyen TNT, Koch P, Mertins A
(
2022
)
.
POLYPHONIC AUDIO EVENT DETECTION: MULTI-LABEL OR MULTI-CLASS MULTI-TASK CLASSIFICATION PROBLEM?
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
.
vol.
2022-May
,
8877
-
8881
.
Nguyen TNT, Jones DL, Watcharasupat KN, Phan H, Gan WS
(
2022
)
.
SALSA-LITE: A FAST AND EFFECTIVE FEATURE FOR POLYPHONIC SOUND EVENT LOCALIZATION AND DETECTION WITH MICROPHONE ARRAYS
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
.
vol.
2022-May
,
716
-
720
.
Autthasan P, Chaisaen R, Sudhawiyangkul T, Kiatthaveephong S, Rangpong P, Dilokthanakul N, Bhakdisongkhram G, Phan H et al.
(
2021
)
.
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
.
IEEE Transactions on Biomedical Engineering
vol.
PP
,
Koch P, Mohammad-Zadeh K, Maass M, Dreier M, Thomsen O, Parbs TJ, Phan H, Mertins A
(
2021
)
.
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks
.
Annu Int Conf IEEE Eng Med Biol Soc
.
vol.
2021
,
6519
-
6523
.
Pham LD, Phan H, Palaniappan R, Mertins A, Mcloughlin I
(
2021
)
.
CNN-MoE based framework for classification of respiratory anomalies and lung disease detection
.
IEEE Journal of Biomedical and Health Informatics
vol.
PP
,
Chén OY, Cao H, Phan H, Nagels G, Reinen JM, Gou J, Qian T, Di J et al.
(
2021
)
.
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis
.
NeuroImage
vol.
226
,
Nguyen TNT, Nguyen NK, Phan H, Pham L, Ooi K, Jones DL, Gan WS
(
2021
)
.
A general network architecture for sound event localization and detection using transfer learning and recurrent neural network
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
.
vol.
2021-June
,
935
-
939
.
Pham L, Phan H, Schindler A, King R, Mertins A, McLoughlin I
(
2021
)
.
Inception-Based Network and Multi-Spectrogram Ensemble Applied to Predict Respiratory Anomalies and Lung Diseases
.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
.
253
-
256
.
Phan H, Le Nguyen H, Chén OY, Pham L, Koch P, McLoughlin I, Mertins A
(
2021
)
.
Multi-view audio and music classification
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
.
vol.
2021-June
,
611
-
615
.
Phan H, Nguyen HL, Chén OY, Koch P, Duong NQK, McLoughlin I, Mertins A
(
2021
)
.
Self-attention generative adversarial network for speech enhancement
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
.
vol.
2021-June
,
7103
-
7107
.
Pham L, Phan H, Nguyen T, Palaniappan R, Mertins A, McLoughlin I
(
2020
)
.
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework
.
Digital Signal Processing102943
-
102943
.
Nguyen V-D, Phan H, Mansour A, Coatanhay A, Marsault T
(
2020
)
.
On the proof of recursive Vogler algorithm for multiple knife-edge diffraction
.
IEEE Transactions on Antennas and Propagation1
-
1
.
Banluesombatkul N, Ouppaphan P, Leelaarporn P, Lakhan P, Chaitusaney B, Jaimchariya N, Chuangsuwanich E, Chen W et al.
(
2020
)
.
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning
.
IEEE Journal of Biomedical and Health Informatics
vol.
PP
,
Phan H, McLoughlin IV, Pham L, Chen OY, Koch P, De Vos M, Mertins A
(
2020
)
.
Improving GANs for Speech Enhancement
.
IEEE Signal Processing Letters
vol.
27
,
1700
-
1704
.
Phan H, Chen OY, Koch P, Lu Z, McLoughlin I, Mertins A, De Vos M
(
2020
)
.
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
.
IEEE Transactions on Biomedical Engineering
vol.
PP
,
Phan H, Mikkelsen K, Chén OY, Koch P, Mertins A, Kidmose P, De Vos M
(
2020
)
.
Personalized automatic sleep staging with single-night data: a pilot study with KL-divergence regularization
.
Physiological Measurement
Chen O, Lipsmeier F, Phan H, Prince J, Taylor K, Gossens C, Lindemann M, De Vos M
(
2020
)
.
Building a Machine-learning Framework to Remotely Assess Parkinson's Disease Using Smartphones
.
IEEE Transactions on Biomedical Engineering1
-
1
.
Chén OY, Cao H, Reinen JM, Qian T, Gou J, Phan H, De Vos M, Cannon TD
(
2019
)
.
Resting-state brain information flow predicts cognitive flexibility in humans
.
Scientific Reports
vol.
9
,
(
1
)
Article
3879
,
Phan H, Andreotti F, Cooray N, Chen OY, De Vos M
(
2019
)
.
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
.
IEEE Transactions on Neural Systems and Rehabilitation Engineering
vol.
27
,
(
3
)
400
-
410
.
Phan H, Hertel L, Maass M, Koch P, Mazur R, Mertins A
(
2017
)
.
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks
.
IEEE/ACM Transactions on Audio, Speech, and Language Processing
vol.
25
,
(
6
)
1278
-
1290
.
Phan H, Maas M, Mazur R, Mertins A
(
2014
)
.
Random Regression Forests for Acoustic Event Detection and Classification
.
IEEE/ACM Transactions on Audio, Speech, and Language Processing
vol.
23
,
(
1
)
20
-
31
.