Tsung-Ting Kuo

Ludwig Christian G. Hinske

Anh Pham

Andrea Becker-Pennrich

J. Am. Medical Informatics Assoc., 2023

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

[BibT_eX]

[DOI]

Anh Pham

Int. J. Medical Informatics, 2023

Editorial: Blockchain and distributed ledger technology - enabled architectures for improving healthcare.

[BibT_eX]

[DOI]

Peng Zhang

Frontiers Blockchain, 2023

2022

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

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2022

NLM's sponsorship of research in biomedical informatics (1985-2016).

[BibT_eX]

[DOI]

Inf. Serv. Use, 2022

Detecting model misconducts in decentralized healthcare federated learning.

[BibT_eX]

[DOI]

Anh Pham

Int. J. Medical Informatics, 2022

COVID-19 Chest X-ray Image Clustering and Topic Modeling using Associated Publications.

[BibT_eX]

[DOI]

Megan Mun Li

Proceedings of the AMIA 2022, 2022

Existing and emerging privacy challenges and solutions for federated data coordination.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2022, 2022

2021

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

[BibT_eX]

[DOI]

Megan Mun Li

Int. J. Medical Informatics, 2021

Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track.

[BibT_eX]

[DOI]

Tyler Bath

Shuaicheng Ma

Nicholas D. Pattengale

Int. J. Medical Informatics, 2021

Early Prediction of Positive Clostridioides Difficile Test Results.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

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

[BibT_eX]

[DOI]

Jihoon Kim

Rodney A. Gabriel

J. Am. Medical Informatics Assoc., 2020

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

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2020

2019

Comparison of blockchain platforms: a systematic review and healthcare examples.

[BibT_eX]

[DOI]

Hugo Zavaleta Rojas

J. Am. Medical Informatics Assoc., 2019

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

[BibT_eX]

[DOI]

Rodney A. Gabriel

J. Am. Medical Informatics Assoc., 2019

Comparison of Smart Contract Blockchains for Healthcare Applications.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

Current Applications of Blockchain Technology in Biomedical Research and Healthcare.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Opinion Diffusion and Analysis on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Identifying and characterizing highly similar notes in big clinical note datasets.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2018

The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool.

[BibT_eX]

[DOI]

Stephanie Feudjio Feupe

CoRR, 2018

ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks.

[BibT_eX]

[DOI]

CoRR, 2018

2017

bioPDFX: preparing PDF scientific articles for biomedical text mining.

[BibT_eX]

[DOI]

PeerJ Prepr., 2017

Blockchain distributed ledger technologies for biomedical and health care applications.

[BibT_eX]

[DOI]

Hyeon-Eui Kim

J. Am. Medical Informatics Assoc., 2017

Deduplication in a massive clinical note dataset.

[BibT_eX]

[DOI]

CoRR, 2017

A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation.

[BibT_eX]

[DOI]

Eric L. Lee

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

The presence of highly similar notes within the MIMIC-III dataset.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

2016

Enriching Cold Start Personalized Language Model Using Social Network Information.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Chin. Lang. Process., 2016

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

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Weakly supervised learning of biomedical information extraction from curated data.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Ensembles of NLP Tools for Data Element Extraction from Clinical Notes.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2016, 2016

Review and Evaluation of the State of Standardization of Computable Phenotype.

[BibT_eX]

[DOI]

Stephanie Feudjio Feupe

Proceedings of the AMIA 2016, 2016

2015

Novel Topic Diffusion Prediction using Latent Semantic and User Behavior.

[BibT_eX]

[DOI]

San-Chuan Hung

Proceedings of the ASE BigData & SocialInformatics 2015, 2015

2014

Opinion Diffusion and Analysis on Social Networks.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection.

[BibT_eX]

[DOI]

Proceedings of the Technologies and Applications of Artificial Intelligence, 2014

A Content-Based Matrix Factorization Model for Recipe Recommendation.

[BibT_eX]

[DOI]

Chia-Jen Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Minimizing expected loss for risk-avoiding reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013

Modeling and evaluating information propagation in a microblogging social network.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Unsupervised link prediction using aggregative statistics on heterogeneous social networks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation.

[BibT_eX]

[DOI]

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

A Linear Ensemble of Individual and Blended Models for Music Rating Prediction.

[BibT_eX]

[DOI]

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Chin. Lang. Process., 2012

利用機器學習於中文法律文件之標記、案件分類及量刑預測 (Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction) [In Chinese].

[BibT_eX]

[DOI]

Proceedings of the 24th Conference on Computational Linguistics and Speech Processing, 2012

Prediction-based outlier detection with explanations.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Learning-based concept-hierarchy refinement through exploiting topology, content and social information.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Time-Aware Ranking in Dynamic Citation Networks.

[BibT_eX]

[DOI]

Rumi Ghosh