Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
25 May 2026 SERC Institute for Infocomm Research Consistency-based Semi-supervised Evidential Active Learning Framework for Robust Classification of Radiology Images Shafa Balaram, Manh Cuong Nguyen, Yang Yu, Ivan Ho Mien, Huijuan Yang, Navya Sindhu Vanjavaka, Nurul Hafidzah Rahim, Alistair Giap Chuan Koh, Shaheen Low, Ashish Jith Sreejith Kumar, Feri Guretno, Yih Yian Sitoh, Ashraf Kassim, Pavitra Krishnaswamy IEEE Journal of Biomedical and Health Informatics
3 Dec 2025 SERC Institute for Infocomm Research Contra-Discriminative GAN-based Anomaly Detection Framework for Medical Images Tianze Yu, Huijuan Yang, Zhiping Lin, Ivan Ho Mien, Navya Vanjavaka, Nurul Hafidzah Rahim, Yih Yian Sitoh, Pavitra Krishnaswamy 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
27 Apr 2022 SERC Institute for Infocomm Research A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings Huijuan Yang, Aaron S. Coyner, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Pavitra Krishnaswamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2 Oct 2020 SERC Institute for Infocomm Research Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection Xintong Li, Huijuan Yang, Zhiping Lin, Pavitra Krishnaswamy IMIMIC 2020, MIL3ID 2020, LABELS 2020: Interpretable and Annotation-Efficient Learning for Medical Image Computing
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
30 Jan 2016 SERC Institute for Infocomm Research On the Correlations of Motor Imagery of Swallow With Motor Imagery of Tongue Movements and Actual Swallow Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang, Kok Soon Phua, See San Chok, Christina Ka Yin Tang, Karen Sui Geok Chua Advances in Cognitive Neurodynamics
5 Oct 2015 SERC Institute for Infocomm Research Quality Assessment of EEG Signals based on Statistics of Signal Fluctuations Chuanchu Wang, Huijuan Yang, Kai Keng Ang, Kok Soon Phua 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
25 Aug 2015 SERC Institute for Infocomm Research On the Use of Convolutional Neural Networks and Augmented CSP Features for Multi-class Motor Imagery of EEG Signals Classification Cuntai Guan, Huijuan Yang, Siavash Sakhavi, Kai Keng Ang 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
26 Aug 2014 SERC Institute for Infocomm Research Selection of Effective EEG Channels in Brain Computer Interfaces based on Inconsistencies of Classifiers Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
17 Jun 2014 SERC Institute for Infocomm Research Detection of Motor Imagery of Brisk Walking from Electroencephalogram Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Huijuan Yang Journal of Neuroscience Methods