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Tsung-Ting Kuo
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Blockchain distributed ledger technologies for biomedical and health care applications
TT Kuo, HE Kim, L Ohno-Machado
Journal of the American Medical Informatics Association (JAMIA) 24 (6), 1211 …, 2017
12622017
ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks
TT Kuo, CN Hsu, L Ohno-Machado
ONC/NIST Use of Blockchain for Healthcare and Research Workshop, 2016
307*2016
‘Fit-for-purpose?’ – challenges and opportunities for applications of blockchain technology in the future of healthcare
TK Mackey, TT Kuo, B Gummadi, KA Clauson, G Church, D Grishin, ...
BMC Medicine 17 (1), 68, 2019
2942019
Comparison of Blockchain Platforms: A Systematic Review and Healthcare Examples
TT Kuo, HZ Rojas, L Ohno-Machado
Journal of the American Medical Informatics Association (JAMIA) 26 (5), 462–478, 2019
2722019
Feature engineering and classifier ensemble for KDD cup 2010
HF Yu, HY Lo, HP Hsieh, JK Lou, TG McKenzie, JW Chou, PH Chung, ...
Proceedings of the KDD Cup 2010 Workshop, 2010
2082010
Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction
WC Lin, TT Kuo, TJ Chang, CA Yen, CJ Chen, SD Lin
International Journal of Computational Linguistics & Chinese Language …, 2012
1032012
Unsupervised link prediction using aggregative statistics on heterogeneous social networks
TT Kuo, R Yan, YY Huang, PH Kung, SD Lin
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
732013
A linear ensemble of individual and blended models for music rating prediction
PL Chen, CT Tsai, YN Chen, KC Chou, CL Li, CH Tsai, KW Wu, YC Chou, ...
JMLR W&CP 18, 2012
692012
Fair Compute Loads Enabled by Blockchain: Sharing Models by Alternating Client and Server Roles
TT Kuo, RA Gabriel, L Ohno-Machado
Journal of the American Medical Informatics Association (JAMIA) 26 (5), 392–403, 2019
622019
Time-aware ranking in dynamic citation networks
R Ghosh, TT Kuo, CN Hsu, SD Lin, K Lerman
IEEE 11th International Conference on Data Mining Workshops (ICDMW), The …, 2011
502011
A content-based matrix factorization model for recipe recommendation
CJ Lin, TT Kuo, SD Lin
Advances in Knowledge Discovery and Data Mining (Proceedings of PAKDD 2014 …, 2014
492014
Machine learning-based predictive modeling of surgical intervention in glaucoma using systemic data from electronic health records
SL Baxter, C Marks, TT Kuo, L Ohno-Machado, RN Weinreb
American Journal of Ophthalmology 208, 30-40, 2019
482019
Privacy-preserving Model Learning on a Blockchain Network-of-networks
TT Kuo, J Kim, RA Gabriel
Journal of the American Medical Informatics Association (JAMIA) 27 (3), 343–354, 2020
462020
EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning
TT Kuo, RA Gabriel, KR Cidambi, L Ohno-Machado
Journal of the American Medical Informatics Association (JAMIA) 27 (5), 747–756, 2020
452020
Comparison of Smart Contract Blockchains for Healthcare Applications
H Yu, H Sun, D Wu, TT Kuo
AMIA Annual Symposium, 2019
372019
Predictive Analytics for Glaucoma using Data from the All of Us Research Program
SL Baxter, BR Saseendrakumar, P Paul, J Kim, L Bonomi, TT Kuo, ...
American Journal of Ophthalmology, 2021
332021
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
HY Lo, CM Chang, TH Chiang, CY Hsiao, A Huang, TT Kuo, WC Lai, ...
ACM SIGKDD Explorations Newsletter 10 (2), 43-46, 2008
332008
Identifying and Characterizing Highly Similar Notes in Big Clinical Note Datasets
RA Gabriel, TT Kuo, J McAuley, CN Hsu
Journal of Biomedical Informatics, 2018
302018
Ontology-based knowledge fusion framework using graph partitioning
TT Kuo, SS Tseng, YT Lin
Developments in Applied Artificial Intelligence (Proceedings of IEA/AIE 2003 …, 2003
302003
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes
TT Kuo, P Rao, C Maehara, S Doan, JD Chaparro, ME Day, C Farcas, ...
AMIA Annual Symposium, 2016
292016
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Articles 1–20