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

Authors: Lee, Eric L., Kuo, Tsung-Ting, Lin, Shou-De

Source: In 2017 IEEE DSAA, pp. 496-503. IEEE, 2017

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.00612

Predicting positive Clostridioides difficile test results using large-scale longitudinal data of demographics and medication history

Authors: Pham, Anh ^a, El-Kareh, Robert ^{a, b}, Myers, Frank ^b, Ohno-Machado, Lucila ^{a, c}, Kuo, Tsung-Ting ^{a, c, d, ⁎}

Source: In Heliyon 15 January 2025 11(1)

Distributed management of patient data-sharing informed consents for clinical research

Authors: Pham, Anh, Edelson, Maxim, Nouri, Armin, Kuo, Tsung-Ting

Source: In Computers in Biology and Medicine September 2024 180

Early prediction of long hospital stay for Intensive Care units readmission patients using medication information

Authors: Zhang, Min ^a, Kuo, Tsung-Ting ^{b, ⁎}

Source: In Computers in Biology and Medicine May 2024 174

WebQuorumChain: A web framework for quorum-based health care model learning

Authors: Shao, Xiyan, Pham, Anh, Kuo, Tsung-Ting

Source: In Informatics in Medicine Unlocked 2024 50

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

Authors: Kuo, Tsung-Ting, Pham, Anh

Source: In International Journal of Medical Informatics January 2023 169

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

Authors: Kuo, Tsung-Ting, Huh, Jina, Kim, Jihoon, El-Kareh, Robert, Singh, Siddharth, Feupe, Stephanie Feudjio, Kuri, Vincent, Lin, Gordon, Day, Michele E., Ohno-Machado, Lucila, Hsu, Chun-Nan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/1808.03806

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

Authors: Kuo, Tsung-Ting, Ohno-Machado, Lucila

Subject Terms: Computer Science - Computers and Society, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/1802.01746

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

Authors: 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

Source: Journal of the American Medical Informatics Association. 29(12):2182-2190

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164936815.0x000001&indx=1&recIds=ETOCvdc_100164936815.0x000001

Distributed cross-learning for equitable federated models - privacy-preserving prediction on data from five California hospitals.

Authors: Kuo, Tsung-Ting, Gabriel, Rodney A., Koola, Jejo, Schooley, Robert T., Ohno-Machado, Lucila

Source: Nature Communications; 2/5/2025, Vol. 16 Issue 1, p1-17, 17p

Subject Terms: COVID-19, FEDERATED learning, MEDICAL records, MEDICAL research, SERVER farms (Computer network management)

Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network.

Authors: Yu, Yufei^1,2, Edelson, Maxim³, Pham, Anh^1,2, Pekar, Jonathan E⁴, Johnson, Brian^1,2, Post, Kai^1,2, Kuo, Tsung-Ting^1,5,6

Source: Journal of the American Medical Informatics Association; Feb2025, Vol. 32 Issue 2, p296-307, 12p

Deduplication in a massive clinical note dataset

Authors: Shenoy, Sanjeev, Kuo, Tsung-Ting, Gabriel, Rodney, McAuley, Julian, Hsu, Chun-Nan

Subject Terms: Computer Science - Databases, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/1704.05617

Detecting model misconducts in decentralized healthcare federated learning

Authors: Kuo, Tsung-Ting, Pham, Anh

Source: In International Journal of Medical Informatics February 2022 158

Prediction-based outlier detection with explanations

Authors: Chen, Liang-Chieh, Kuo, Tsung-Ting, Lai, Wei-Chi, Lin, Shou-De, Tsai, Chi-Hung

Source: 2012 IEEE International Conference on Granular Computing Granular Computing (GrC), 2012 IEEE International Conference on. :44-49 Aug, 2012

Relation: 2012 IEEE International Conference on Granular Computing (GrC-2012)

Time-Aware Ranking in Dynamic Citation Networks

Authors: Ghosh, Rumi, Kuo, Tsung-Ting, Hsu, Chun-Nan, Lin, Shou-De, Lerman, Kristina

Source: 2011 IEEE 11th International Conference on Data Mining Workshops Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on. :373-380 Dec, 2011

Relation: 2011 IEEE International Conference on Data Mining Workshops (ICDMW)

Assessing the Quality of Diffusion Models Using Real-World Social Network Data

Authors: Kuo, Tsung-Ting, Hung, San-Chuan, Lin, Wei-Shih, Lin, Shou-De, Peng, Ting-Chun, Shih, Chia-Chun

Source: 2011 International Conference on Technologies and Applications of Artificial Intelligence Technologies and Applications of Artificial Intelligence (TAAI), 2011 International Conference on. :200-205 Nov, 2011

Relation: 2011 International Conference on Technologies and Applications of Artificial Intelligence (TAAI)

StakeNet: Devise, Study and Utilize Social Networks Using Stakeholder Information

Authors: Kuo, Tsung-Ting, Yeh, Jung-Jung, Lin, Chia-Jen, Lin, Shou-De

Source: 2010 International Conference on Technologies and Applications of Artificial Intelligence Technologies and Applications of Artificial Intelligence (TAAI), 2010 International Conference on. :86-93 Nov, 2010

Relation: 2010 International Conference on Technologies and Applications of Artificial Intelligence (TAAI)

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

Authors: Li, Megan Mun, Kuo, Tsung-Ting

Source: In International Journal of Medical Informatics December 2021 156

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

Authors: Kuo, Tsung-Ting, Bath, Tyler, Ma, Shuaicheng, Pattengale, Nicholas, Yang, Meng, Cao, Yang, Hudson, Corey M., Kim, Jihoon, Post, Kai, Xiong, Li, Ohno-Machado, Lucila

Source: In International Journal of Medical Informatics October 2021 154

Predictive Analytics for Glaucoma Using Data From the All of Us Research Program

Authors: Baxter, Sally L., Saseendrakumar, Bharanidharan Radha, Paul, Paulina, Kim, Jihoon, Bonomi, Luca, Kuo, Tsung-Ting, Loperena, Roxana, Ratsimbazafy, Francis, Boerwinkle, Eric, Cicek, Mine, Clark, Cheryl R., Cohn, Elizabeth, Gebo, Kelly, Mayo, Kelsey, Mockrin, Stephen, Schully, Sheri D., Ramirez, Andrea, Ohno-Machado, Lucila

Source: In American Journal of Ophthalmology July 2021 227:74-86