Takip et
Matthew Chin Heng Chua
Matthew Chin Heng Chua
Associate Professor, National University of Singapore
nus.edu.sg üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
An image-text consistency driven multimodal sentiment analysis approach for social media
Z Zhao, H Zhu, Z Xue, Z Liu, J Tian, MCH Chua, M Liu
Information Processing & Management 56 (6), 102097, 2019
1482019
Diabetic retinopathy detection using deep learning
QH Nguyen, R Muthuraman, L Singh, G Sen, AC Tran, BP Nguyen, ...
Proceedings of the 4th international conference on machine learning and soft …, 2020
1142020
Bira-net: Bilinear attention net for diabetic retinopathy grading
Z Zhao, K Zhang, X Hao, J Tian, MCH Chua, L Chen, X Xu
2019 IEEE international conference on image processing (ICIP), 1385-1389, 2019
952019
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding
Q Yuan, K Chen, Y Yu, NQK Le, MCH Chua
Briefings in Bioinformatics 24 (1), bbac630, 2023
822023
Time series classification using a modified LSTM approach from accelerometer-based data: A comparative study for gait cycle detection
HX Tan, NN Aung, J Tian, MCH Chua, YO Yang
Gait & posture 74, 128-134, 2019
822019
Deep learning models for tuberculosis detection from chest X-ray images
QH Nguyen, BP Nguyen, SD Dao, B Unnikrishnan, R Dhingra, ...
2019 26th international conference on telecommunications (ICT), 381-385, 2019
822019
CardioXNet: automated detection for cardiomegaly based on deep learning
Q Que, Z Tang, R Wang, Z Zeng, J Wang, M Chua, TS Gee, X Yang, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
812018
Effects of mattress material on body pressure profiles in different sleeping postures
FZ Low, MCH Chua, PY Lim, CH Yeow
Journal of chiropractic medicine 16 (1), 1-9, 2017
632017
Improved prediction model of protein lysine crotonylation sites using bidirectional recurrent neural networks
SS Tng, NQK Le, HY Yeh, MCH Chua
Journal of proteome research 21 (1), 265-273, 2021
602021
Virtual reality training for assembly of hybrid medical devices
N Ho, PM Wong, M Chua, CK Chui
Multimedia Tools and Applications 77, 30651-30682, 2018
592018
Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation
EKW Leow, BP Nguyen, MCH Chua
Expert Systems with Applications 179, 115060, 2021
552021
Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture
NQK Le, EKY Yapp, N Nagasundaram, MCH Chua, HY Yeh
Computational and Structural Biotechnology Journal 17, 1245-1254, 2019
472019
Incorporating convolutional neural networks and sequence graph transform for identifying multilabel protein Lysine PTM sites
JN Sua, SY Lim, MH Yulius, X Su, EKY Yapp, NQK Le, HY Yeh, ...
Chemometrics and Intelligent Laboratory Systems 206, 104171, 2020
452020
Breast cancer prediction using feature selection and ensemble voting
QH Nguyen, TTT Do, Y Wang, SS Heng, K Chen, WHM Ang, CE Philip, ...
2019 International Conference on System Science and Engineering (ICSSE), 250-254, 2019
422019
Effects of local and global spatial patterns in EEG motor-imagery classification using convolutional neural network
JJ Liao, JJ Luo, T Yang, RQY So, MCH Chua
Brain-Computer Interfaces 7 (3-4), 47-56, 2020
362020
Lesion segmentation and automated melanoma detection using deep convolutional neural networks and XGBoost
HN Pham, CY Koay, T Chakraborty, S Gupta, BL Tan, H Wu, A Vardhan, ...
2019 international conference on system science and engineering (ICSSE), 142-147, 2019
352019
Ensemble of deep recurrent neural networks for identifying enhancers via dinucleotide physicochemical properties
KK Tan, NQK Le, HY Yeh, MCH Chua
Cells 8 (7), 767, 2019
342019
VR and AR in human performance research―An NUS experience
JH Yin, CB Chng, PM Wong, N Ho, M Chua, CK Chui
Virtual Reality & Intelligent Hardware 2 (5), 381-393, 2020
312020
Investigating psychological differences between nurses and other health care workers from the Asia-Pacific region during the early phase of COVID-19: Machine learning approach
YH Dong, MC Yeo, XC Tham, R Danuaji, TH Nguyen, AK Sharma, K Rn, ...
JMIR nursing 5 (1), e32647, 2022
302022
Multimodal detection of Parkinson disease based on vocal and improved spiral test
HN Pham, TTT Do, KYJ Chan, G Sen, AYK Han, P Lim, TSL Cheng, ...
2019 International Conference on System Science and Engineering (ICSSE), 279-284, 2019
292019
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