Saikit Lam

18 papers B 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Lightweight TSK Fuzzy Classifier With Quantitative Equivalent Fuzzy Rules via Adaptive Weighting.
IEEE Trans. Fuzzy Syst.
Jin Cao, Ta Zhou, Saikit Lam, Yuanpeng Zhang, Jiang Zhang, Xinyu Fan, Defeng Sun, Jing Cai
2025 — conf
Boosting Generalizability in NPC ART Prediction via Multi-omics Feature Mapping.
MICCAI (15)
Jiabao Sheng, Zhe Li, Jiang Zhang, Saikit Lam, Zhi Chen, Lei Xing, Jing Cai
2025 J jnl
Multi-Omics Fusion with Soft Labeling for Enhanced Prediction of Distant Metastasis in Nasopharyngeal Carcinoma Patients after Radiotherapy.
CoRR
Jiabao Sheng, Saikit Lam, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2024 — conf
Assessment of Radiomics Feature Repeatability and Reproducibility and Their Generalizability Across Image Modalities by Perturbation in Nasopharyngeal Carcinoma Patients.
CMMCA@MICCAI
Zongrui Ma, Jiang Zhang, Xinzhi Teng, Saikit Lam, Yuanpeng Zhang, Yu-Hua Huang, Tian Li, Francis Kar-ho Lee, Jing Cai
2024 J jnl
Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory.
IEEE Trans. Fuzzy Syst.
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Ge Ren, Saikit Lam, Weiping Ding, Jing Cai
2024 J jnl
Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review.
Inf. Sci.
Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai
2024 J jnl
Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-Institutional Patient-Based Data Normalization.
IEEE J. Biomed. Health Informatics
Wen Li, Saikit Lam, Yinghui Wang, Chenyang Liu, Tian Li, Jens Kleesiek, Andy Lai-Yin Cheung, Ying Sun, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai
2024 J jnl
Multi-omics fusion with soft labeling for enhanced prediction of distant metastasis in nasopharyngeal carcinoma patients after radiotherapy.
Comput. Biol. Medicine
Jiabao Sheng, Saikit Lam, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2024 J jnl
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels.
Inf. Fusion
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding
2023 — conf
Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma.
MICCAI (7)
Wen Li, Dan Zhao, Zhi Chen, Zhou Huang, Saikit Lam, Yaoqin Xie, Wenjian Qin, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai, Tian Li
2023 — conf
Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma.
DSP
Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2023 B conf
Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction.
ICMR
Jiabao Sheng, Saikit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng, Yuanpeng Zhang, Jing Cai
2023 — conf
Radiomics-Dosiomics-Contouromics Collaborative Learning for Adaptive Radiotherapy Eligibility Prediction in Nasopharyngeal Carcinoma.
BIBM
Yuanpeng Zhang, Jiang Zhang, Saikit Lam, Xinzhi Teng, Chengyu Qiu, Jing Cai
2023 — conf
Virtual Contrast-Enhanced MRI Synthesis with High Model Generalizability Using Trusted Federated Learning (FL-TrustVCE): A Multi-institutional Study.
CMMCA@MICCAI
Wen Li, Yiming Shi, Saikit Lam, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Tian Li, Shaohua Zhi, Bernie Liu, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai
2022 J jnl
Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma.
Knowl. Based Syst.
Yuanpeng Zhang, Saikit Lam, Tingting Yu, Xinzhi Teng, Jiang Zhang, Francis Kar-ho Lee, Kwok-hung Au, Celia Wai-yi Yip, Shitong Wang, Jing Cai
2022 — conf
Multi-institutional Investigation of Model Generalizability for Virtual Contrast-Enhanced MRI Synthesis.
MICCAI (8)
Wen Li, Saikit Lam, Tian Li, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Jiang Zhang, Xinzhi Teng, Shaohua Zhi, Ge Ren, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Amy Tien Yee Chang, Jing Cai
2022 J jnl
Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction.
CoRR
Jiabao Sheng, Yuanpeng Zhang, Jing Cai, Saikit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng
2022 — conf
Repeatability of Radiomic Features Against Simulated Scanning Position Stochasticity Across Imaging Modalities and Cancer Subtypes: A Retrospective Multi-institutional Study on Head-and-Neck Cases.
CMMCA@MICCAI
Jiang Zhang, Saikit Lam, Xinzhi Teng, Yuanpeng Zhang, Zongrui Ma, Francis Kar-ho Lee, Kwok-hung Au, Celia Wai-yi Yip, Amy Tien Yee Chang, Lawrence Wing-Chi Chan, Victor Ho-fun Lee, Qingrong Jackie Wu, Jing Cai