The anatomy of a distributed predictive modeling framework: online learning, blockchain network, and consensus algorithm

por Kuo, Tsung-Ting
Publicado 2020

Detecting model misconducts in decentralized healthcare federated learning

por Kuo, Tsung-Ting, Pham, Anh
Publicado 2021

CertificateChain: decentralized healthcare training certificate management system using blockchain and smart contracts

por Tellew, Jeffrey, Kuo, Tsung-Ting
Publicado 2022

Generalizable prediction of COVID-19 mortality on worldwide patient data

por Edelson, Maxim, Kuo, Tsung-Ting
Publicado 2022

Quorum-based model learning on a blockchain hierarchical clinical research network using smart contracts

por Kuo, Tsung-Ting, Pham, Anh
Publicado 2023

Previewable Contract-Based On-Chain X-Ray Image Sharing Framework for Clinical Research

por Li, Megan Mun, Kuo, Tsung-Ting
Publicado 2021

NLM’s sponsorship of research in biomedical informatics (1985–2016)

por Kuo, Tsung-Ting, Ohno-Machado, Lucila
Publicado 2022

Privacy-preserving model learning on a blockchain network-of-networks

por Kuo, Tsung-Ting, Kim, Jihoon, Gabriel, Rodney A
Publicado 2020

Predicting COVID-19 county-level case number trend by combining demographic characteristics and social distancing policies

por Li, Megan Mun, Pham, Anh, Kuo, Tsung-Ting
Publicado 2022

Blockchain distributed ledger technologies for biomedical and health care applications

por Kuo, Tsung-Ting, Kim, Hyeon-Eui, Ohno-Machado, Lucila
Publicado 2017

Fair compute loads enabled by blockchain: sharing models by alternating client and server roles

por Kuo, Tsung-Ting, Gabriel, Rodney A, Ohno-Machado, Lucila
Publicado 2019

Comparison of blockchain platforms: a systematic review and healthcare examples

por Kuo, Tsung-Ting, Zavaleta Rojas, Hugo, Ohno-Machado, Lucila
Publicado 2019

EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning

por Kuo, Tsung-Ting, Gabriel, Rodney A, Cidambi, Krishna R, Ohno-Machado, Lucila
Publicado 2020

Weakly supervised learning of biomedical information extraction from curated data

por Jain, Suvir, R., Kashyap, Kuo, Tsung-Ting, Bhargava, Shitij, Lin, Gordon, Hsu, Chun-Nan
Publicado 2016

Erratum to: Weakly supervised learning of biomedical information extraction from curated data

por Jain, Suvir, Tumkur, Kashyap R., Kuo, Tsung-Ting, Bhargava, Shitij, Lin, Gordon, Hsu, Chun-Nan
Publicado 2016

Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions

por Kuo, Tsung-Ting, Pham, Anh, Edelson, Maxim E, Kim, Jihoon, Chan, Jason, Gupta, Yash, Ohno-Machado, Lucila
Publicado 2023

Finding Related Publications: Extending the Set of Terms Used to Assess Article Similarity

por Wei, Wei, Marmor, Rebecca, Singh, Siddharth, Wang, Shuang, Demner-Fushman, Dina, Kuo, Tsung-Ting, Hsu, Chun-Nan, Ohno-Machado, Lucila
Publicado 2016

‘Fit-for-purpose?’ – challenges and opportunities for applications of blockchain technology in the future of healthcare

por Mackey, Tim K., Kuo, Tsung-Ting, Gummadi, Basker, Clauson, Kevin A., Church, George, Grishin, Dennis, Obbad, Kamal, Barkovich, Robert, Palombini, Maria
Publicado 2019

iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching

por Kuo, Tsung-Ting, Jiang, Xiaoqian, Tang, Haixu, Wang, XiaoFeng, Bath, Tyler, Bu, Diyue, Wang, Lei, Harmanci, Arif, Zhang, Shaojie, Zhi, Degui, Sofia, Heidi J., Ohno-Machado, Lucila
Publicado 2020

The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition

por Kuo, Tsung-Ting, Jiang, Xiaoqian, Tang, Haixu, Wang, XiaoFeng, Harmanci, Arif, Kim, Miran, Post, Kai, Bu, Diyue, Bath, Tyler, Kim, Jihoon, Liu, Weijie, Chen, Hongbo, Ohno-Machado, Lucila
Publicado 2022