Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications. - Frodo Kin-Sun Chan; Andy Jinhua Ma; Pong C. Yuen; Terry Cheuk-Fung Yip; Yee-Kit Tse; Vincent Wai-Sun Wong; Grace Lai-Hung Wong (CoRR, 2016)

A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality Prediction. - Qingxiong Tan; Andy Jinhua Ma; Huiqi Deng; Vincent W. S. Wong 002; Yee-Kit Tse; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Ching Ling Jessica Yuet; Francis Ka-Leung Chan; Pong C. Yuen (AMIA, 2018)

UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction. - Qingxiong Tan; Andy Jinhua Ma; Mang Ye; Baoyao Yang; Huiqi Deng; Vincent Wai-Sun Wong; Yee-Kit Tse; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Jessica Yuet-Ling Ching; Francis Ka-Leung Chan; Pong C. Yuen (CIKM, 2019)

DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series. - Qingxiong Tan; Mang Ye; Baoyao Yang; Siqi Liu 003; Andy Jinhua Ma; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong Chi Yuen (AAAI, 2020)

Visualet: Visualizing Shapelets for Time Series Classification. - Guozhong Li; Byron Choi; Sourav S. Bhowmick; Grace Lai-Hung Wong; Kwok-Pan Chun; Shiwen Li (CIKM, 2020)

Temporal matrix completion with locally linear latent factors for medical applications. - Andy Jinhua Ma; Jacky C. P. Chan; Frodo Kin-Sun Chan; Pong C. Yuen; Terry Cheuk-Fung Yip; Yee-Kit Tse; Vincent W. S. Wong 002; Grace Lai-Hung Wong (Artif. Intell. Medicine, 2020)

ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification. - Guozhong Li; Byron Choi; Jianliang Xu; Sourav S. Bhowmick; Kwok-Pan Chun; Grace Lai-Hung Wong (AAAI, 2021)

Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). - Guozhong Li; Byron Choi; Jianliang Xu; Sourav S. Bhowmick; Kwok-Pan Chun; Grace Lai-Hung Wong (ICDE, 2021)

Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data. - Qingxiong Tan; Mang Ye; Grace Lai-Hung Wong; Pong Chi Yuen (IJCAI, 2021)

Importance-aware personalized learning for early risk prediction using static and dynamic health data. - Qingxiong Tan; Mang Ye; Andy Jinhua Ma; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen (J. Am. Medical Informatics Assoc., 2021)

Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series. - Qingxiong Tan; Mang Ye; Andy Jinhua Ma; Baoyao Yang; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen (IEEE Trans. Neural Networks Learn. Syst., 2021)

IPS: Instance Profile for Shapelet Discovery for Time Series Classification. - Guozhong Li; Byron Choi; Jianliang Xu; Sourav S. Bhowmick; Daphne Ngar-yin Mah; Grace Lai-Hung Wong (ICDE, 2022)

AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering. - Guozhong Li; Byron Choi; Jianliang Xu; Sourav S. Bhowmick; Daphne Ngar-yin Mah; Grace Lai-Hung Wong (CoRR, 2022)

Efficient Shapelet Discovery for Time Series Classification. - Guozhong Li; Byron Choi; Jianliang Xu; Sourav S. Bhowmick; Kwok-Pan Chun; Grace Lai-Hung Wong (IEEE Trans. Knowl. Data Eng., 2022)

Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. - Fei Lyu 004; Andy J. Ma; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen (IEEE Trans. Medical Imaging, 2022)

Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. - Fei Lyu 004; Mang Ye; Andy J. Ma; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen (IEEE Trans. Medical Imaging, 2022)

SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification. - Rundong Zuo; Guozhong Li; Byron Choi; Sourav S. Bhowmick; Daphne Ngar-yin Mah; Grace Lai-Hung Wong (AAAI, 2023)

Superpixel-Guided Segment Anything Model for Liver Tumor Segmentation with Couinaud Segment Prompt. - Fei Lyu 004; Jingwen Xu 002; Ye Zhu; Grace Lai-Hung Wong; Pong C. Yuen (MICCAI (8), 2024)

Temporal Neighboring Multi-modal Transformer with Missingness-Aware Prompt for Hepatocellular Carcinoma Prediction. - Jingwen Xu 002; Ye Zhu; Fei Lyu 004; Grace Lai-Hung Wong; Pong C. Yuen (MICCAI (1), 2024)

Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation. - Fei Lyu 004; Mang Ye; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen (IEEE J. Biomed. Health Informatics, 2024)