Kai Sun

24 papers B 2Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
A Practical Framework for Active and Accountable Clinical Data Governance in Multi-Organization Research.
IEEE Big Data
Siyao Wang, Jianfeng Wang, Florian Guitton, Guanyu Tao, Chengliang Dai, Nguyen Truong, Mark Kennedy, Kai Sun
2024 J jnl
The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant.
J. Am. Medical Informatics Assoc.
Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Parastoo Falakaflaki, Elena Kayayan, Guanyu Tao, Mahta Haghighat Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo
2023 J jnl
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant.
CoRR
Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Mahta Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo
2021 J jnl
A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust.
CoRR
Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
2021 J jnl
A blockchain-based trust system for decentralised applications: When trustless needs trust.
Future Gener. Comput. Syst.
Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
2021 J jnl
OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning.
CoRR
Xiaoyu Zhang, Kai Sun, Yike Guo
2021 J jnl
Privacy preservation in federated learning: An insightful survey from the GDPR perspective.
Comput. Secur.
Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo
2021 J jnl
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data.
Briefings Bioinform.
Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo
2021 J jnl
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data.
CoRR
Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo
2020 J jnl
GDPR-Compliant Personal Data Management: A Blockchain-Based Solution.
IEEE Trans. Inf. Forensics Secur.
Nguyen Binh Truong, Kai Sun, Gyu Myoung Lee, Yike Guo
2020 J jnl
Privacy Preservation in Federated Learning: Insights from the GDPR Perspective.
CoRR
Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo
2019 B conf
Blockchain-based Personal Data Management: From Fiction to Solution.
NCA
Nguyen Binh Truong, Kai Sun, Yike Guo
2019 J jnl
Blockchain-based Personal Data Management: From Fiction to Solution.
CoRR
Nguyen Binh Truong, Kai Sun, Yike Guo
2019 J jnl
GDPR-Compliant Personal Data Management: A Blockchain-based Solution.
CoRR
Nguyen Binh Truong, Kai Sun, Gyu Myoung Lee, Yike Guo
2019 — conf
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification.
BIBM
Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019 J jnl
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification.
CoRR
Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019 — conf
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records.
BIBM
Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019 J jnl
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records.
CoRR
Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2018 J jnl
A computational framework for complex disease stratification from multiple large-scale datasets.
BMC Syst. Biol.
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, Ioannis Pandis, Xian Yang, Manohara Batuwitage, Kosmas Kretsos, Jonathan van Eyll, Alun Bedding, Timothy Davison, Paul Dodson, Christopher Larminie, Anthony D. Postle, Julie Corfield, Ratko Djukanovic, Kian Fan Chung, Ian M. Adcock, Yike Guo, Peter J. Sterk, Alexander Manta, Anthony Rowe, Frédéric Baribaud, Charles Auffray
2017 — conf
eTRIKS analytical environment: A modular high performance framework for medical data analysis.
IEEE BigData
Axel Oehmichen, Florian Guitton, Kai Sun, Jean Grizet, Thomas Heinis, Yike Guo
2016 — ch.
Survey on Feature Extraction and Applications of Biosignals.
Machine Learning for Health Informatics
Akara Supratak, Chao Wu, Hao Dong, Kai Sun, Yike Guo
2014 J jnl
Predicting disease associations via biological network analysis.
BMC Bioinform.
Kai Sun, Joana P. Gonçalves, Chris Larminie, Natasa Przulj
2014 — —
Uncovering disease associations via integration of biological networks.
Kai Sun
2013 J jnl
Graphlet-based measures are suitable for biological network comparison.
Bioinform.
Wayne B. Hayes, Kai Sun, Natasa Przulj