Graphlet-based measures are suitable for biological network comparison. - Wayne B. Hayes; Kai Sun 005; Natasa Przulj (Bioinform., 2013)

Predicting disease associations via biological network analysis. - Kai Sun 005; Joana P. Gonçalves; Chris Larminie; Natasa Przulj (BMC Bioinform., 2014)

Uncovering disease associations via integration of biological networks. - Kai Sun 005 (2014)

Survey on Feature Extraction and Applications of Biosignals. - Akara Supratak; Chao Wu 001; Hao Dong 003; Kai Sun 005; Yike Guo (Machine Learning for Health Informatics, 2016)

eTRIKS analytical environment: A modular high performance framework for medical data analysis. - Axel Oehmichen; Florian Guitton; Kai Sun 005; Jean Grizet; Thomas Heinis; Yike Guo (IEEE BigData, 2017)

A computational framework for complex disease stratification from multiple large-scale datasets. - Bertrand De Meulder; Diane Lefaudeux; Aruna T. Bansal; Alexander Mazein; Amphun Chaiboonchoe; Hassan Ahmed; Irina Balaur; Mansoor A. S. Saqi; Johann Pellet; Stéphane Ballereau; Nathanaël Lemonnier; Kai Sun 005; et al. (BMC Syst. Biol., 2018)

Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. - Jingqing Zhang; Xiaoyu Zhang 008; Kai Sun 005; Xian Yang 001; Chengliang Dai; Yike Guo (BIBM, 2019)

Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. - Xiaoyu Zhang 008; Jingqing Zhang; Kai Sun 005; Xian Yang 001; Chengliang Dai; Yike Guo (BIBM, 2019)

Blockchain-based Personal Data Management: From Fiction to Solution. - Nguyen Binh Truong; Kai Sun 005; Yike Guo (NCA, 2019)

Privacy Preservation in Federated Learning: Insights from the GDPR Perspective. - Nguyen Truong 001; Kai Sun 005; Siyao Wang; Florian Guitton; Yike Guo (CoRR, 2020)

GDPR-Compliant Personal Data Management: A Blockchain-Based Solution. - Nguyen Binh Truong; Kai Sun 005; Gyu Myoung Lee; Yike Guo (IEEE Trans. Inf. Forensics Secur., 2020)

XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. - Eloise Withnell; Xiaoyu Zhang 008; Kai Sun 005; Yike Guo (Briefings Bioinform., 2021)

Privacy preservation in federated learning: An insightful survey from the GDPR perspective. - Nguyen Truong 001; Kai Sun 005; Siyao Wang; Florian Guitton; Yike Guo (Comput. Secur., 2021)

OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning. - Xiaoyu Zhang 008; Kai Sun 005; Yike Guo (CoRR, 2021)

A blockchain-based trust system for decentralised applications: When trustless needs trust. - Nguyen Truong 001; Gyu Myoung Lee; Kai Sun 005; Florian Guitton; Yike Guo (Future Gener. Comput. Syst., 2021)

The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant. - Jingqing Zhang; Kai Sun 005; Akshay Jagadeesh; Mahta Ghahfarokhi; Deepa Gupta; Ashok Gupta; Vibhor Gupta; Yike Guo (CoRR, 2023)

The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant. - Jingqing Zhang; Kai Sun 005; Akshay Jagadeesh; Parastoo Falakaflaki; Elena Kayayan; Guanyu Tao; Mahta Haghighat Ghahfarokhi; Deepa Gupta; Ashok Gupta; Vibhor Gupta; Yike Guo (J. Am. Medical Informatics Assoc., 2024)