T
Tsung-Ting Kuo
Researcher at University of California, San Diego
Publications - 66
Citations - 2615
Tsung-Ting Kuo is an academic researcher from University of California, San Diego. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 17, co-authored 54 publications receiving 1844 citations. Previous affiliations of Tsung-Ting Kuo include Belmont University & National Chiao Tung University.
Papers
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Blockchain distributed ledger technologies for biomedical and health care applications
TL;DR: This paper introduces blockchain technologies, including their benefits, pitfalls, and the latest applications, to the biomedical and health care domains and discusses the potential challenges and proposed solutions of adopting blockchain technologies in biomedical/health care domains.
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Weakly supervised learning of biomedical information extraction from curated data
TL;DR: The results show that curated biomedical databases can potentially be reused as training examples to train information extractors without expert annotation or refinement, opening an unprecedented opportunity of using “big data” in biomedical text mining.
Journal ArticleDOI
‘Fit-for-purpose?’ – challenges and opportunities for applications of blockchain technology in the future of healthcare
Tim K. Mackey,Tsung-Ting Kuo,Basker Gummadi,Kevin A. Clauson,George M. Church,Dennis Grishin,Kamal Obbad,Robert Barkovich,Maria Palombini +8 more
TL;DR: Views from a multidisciplinary group of practitioners at the forefront of blockchain conceptualization, development, and deployment are shared, where the need to ensure that blockchain design elements consider actual healthcare needs from the diverse perspectives of consumers, patients, providers, and regulators is considered.
Posted Content
ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks
TL;DR: A new framework, ModelChain, is described, to adapt Blockchain technology for privacy-preserving machine learning and to increase interoperability between institutions, to support the Nationwide Interoperability Roadmap and national healthcare delivery priorities such as Patient-Centered Outcomes Research (PCOR).
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Comparison of blockchain platforms: a systematic review and healthcare examples.
TL;DR: Comparing popular blockchain platforms using a systematic review method, and providing a reference for selection of a suitable blockchain platform given requirements and technical features that are common in healthcare and biomedical research applications are provided.