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Akara Supratak, PhD
Akara Supratak, PhD
Assistant Professor of Computer Science, Mahidol University
Verified email at mahidol.edu - Homepage
Title
Cited by
Cited by
Year
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
A Supratak, H Dong, C Wu, Y Guo
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017
9922017
Mixed neural network approach for temporal sleep stage classification
H Dong, A Supratak, W Pan, C Wu, PM Matthews, Y Guo
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (2 …, 2018
2652018
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
A Supratak, Y Guo
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
1422020
TensorLayer: A versatile library for efficient deep learning development
H Dong, A Supratak, L Mai, F Liu, A Oehmichen, S Yu, Y Guo
Proceedings of the 25th ACM international conference on Multimedia, 1201-1204, 2017
1222017
Feature extraction with stacked autoencoders for epileptic seizure detection
A Supratak, L Li, Y Guo
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
752014
Using Support Vector Machine on EEG for Advertisement Impact Assessment
Z Wei, C Wu, X Wang, A Supratak, P Wang, Y Guo
Frontiers in Neuroscience 12, 76, 2018
742018
Survey on feature extraction and applications of biosignals
A Supratak, C Wu, H Dong, K Sun, Y Guo
Machine Learning for Health Informatics: State-of-the-Art and Future …, 2016
412016
Remote Monitoring in the Home Validates Clinical Gait Measures for Multiple Sclerosis
A Supratak, G Datta, AR Gafson, R Nicholas, Y Guo, PM Matthews
Frontiers in Neurology 9, 561, 2018
312018
A lightweight deep learning approach to mosquito classification from wingbeat sounds
MS Yin, P Haddawy, B Nirandmongkol, T Kongthaworn, ...
Proceedings of the Conference on Information Technology for Social Good, 37-42, 2021
182021
Machine learning for health informatics
A Supratak, C Wu, H Dong, K Sun, Y Guo
Springer, 2016
132016
A deep learning-based pipeline for mosquito detection and classification from wingbeat sounds
MS Yin, P Haddawy, T Ziemer, F Wetjen, A Supratak, K Chiamsakul, ...
Multimedia Tools and Applications 82 (4), 5189-5205, 2023
92023
Enabling performance as a service for a cloud storage system
Y Li, L Guo, A Supratak, Y Guo
2014 IEEE 7th International Conference on Cloud Computing, 554-561, 2014
92014
Objective scoring of footpad dermatitis in broiler chickens using image segmentation and a deep learning approach: camera-based scoring system
C Kaewtapee, S Thepparak, C Rakangthong, C Bunchasak, A Supratak
British Poultry Science 63 (4), 427-433, 2022
62022
Yolk color measurement using image processing and deep learning
C Kaewtapee, A Supratak
IOP Conference Series: Earth and Environmental Science 686 (1), 012054, 2021
42021
A Study of Expert/Novice Perception in Arthroscopic Shoulder Surgery
MS Yin, P Haddawy, B Hosp, P Sa-ngasoongsong, T Tanprathumwong, ...
Proceedings of the 4th International Conference on Medical and Health …, 2020
42020
Remote Actigraphy for Quantitative Assessment of Walking Speed in People with MS
A Supratak, G Datta, C Wu, S Yu, C D'Arcy, R Nicholas, Y Guo, ...
Neurology 86 (16 Supplement), P3. 309, 2016
32016
Quantifying the impact of data characteristics on the transferability of sleep stage scoring models
A Supratak, P Haddawy
Artificial Intelligence in Medicine 139, 102540, 2023
22023
Automatic measurement of acidity from roasted coffee beans images using efficient deep learning
P Sajjacholapunt, A Supratak, S Tuarob
Journal of Food Process Engineering, e14147, 2022
22022
Towards Desynchronization Detection in Biosignals
A Supratak, S Schneider, H Dong, L Li, Y Guo
NIPS Time Series Workshop, 2017
22017
Automatic recommendation of developers for open-source software tasks using knowledge graph embedding
P Ruenin, M Choetkiertikul, A Supratak, S Tuarob
Science, Engineering and Health Studies, 22020006-22020006, 2022
12022
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