Stopped Updating on June 30, 2024
Tsung-Ting Kuo's Research Webpage
Grants, Awards, Publications, Services, and Resources

Tsung-Ting Kuo, PhD
Many thanks to my dear advisors, teachers, families, classmates and friends!

Research Interests: Blockchain Technology, Machine Learning, Natural Language Processing, Network Analysis, Knowledge Engineering

Assistant Professor of Medicine in DBMI, UCSD
Postdoc in DBMI, UCSD (under the supervision of Lucila Ohno-Machado, MD, PhD, MBA and Chun-Nan Hsu, PhD)
Ph.D. in MSLab, GINM, NTU (under the supervision of Shou-De Lin, PhD)
M.S. in KDELab, CIS, NCTU (under the supervision of Shian-Shyong Tseng, PhD)
B.S. in CSIE, NCKU (under the supervision of Vincent S. Tseng, PhD)

UCSD Profile (Official Webpage)
Google Scholar (Full Publication List with Citations)
NCBI Bibliography (Full Publication List)

ORCID iD iconhttps://orcid.org/0000-0002-8728-4477

Grants
Many thanks to my dear mentors, co-mentors, collaborators, recommenders, colleagues, and granting institutions!

  1. SOCAL: Privacy-protecting Sharing Of Clinical Data Across Laboratories, NIH R01EB031030, Principal Investigator, 2022 - Present
  2. iDASH Genome Privacy and Security Competition Workshop, NIH R13HG012902, Contact Multiple Principal Investigator, 2023 - Present
  3. Positive Clostridioides Difficile Test Results Prediction, UCSD Academic Senate RG114001, Principal Investigator, 2023 - Present
  4. A FAIR Bridge2AI Center (FABRIC), NIH U54HG012510, Co-Investigator, 2022 - Present
  5. Genetic & Social Determinants of Health: Center for Admixture Science and Technology, NIH RM1HG011558, Co-Investigator, 2021 - Present
  6. RADx-Rad Discoveries & Data: Consortium Coordination Center Program Organization, NIH U24LM013755, Co-Investigator, 2020 - Present
  7. iAGREE: A Multi-Center, Networked Patient Consent Study, NIH R01HG011066 (including an Administrative Supplement), Co-Investigator, 2020 - Present
  8. BECKON - Block Estimate Chain: creating Knowledge ON demand & protecting privacy, NIH K99/R00HG009680 (including an Administrative Supplement), Principal Investigator, 2017 - 2023
  9. COVID-19 Image Sharing with Improved Availability, Provenance, and Immutability, UCSD Academic Senate RG100836, Principal Investigator, 2021 - 2022
  10. Blockchain-based Predictive Modeling on Real-World Networks, UCSD Academic Senate RG084150, Principal Investigator, 2019 - 2020
  11. All-of-Us Phase II Consortium Demo Project (Parent: California Precision Medicine Research Program Consortium), NIH OT2OD026552 D040, Co-Investigator, 2019 - 2020
  12. CALIFORNIA: Cloud-agnostic Architecture to Locate Indexed FAIR Objects and safely Reuse them in New Integrated Analyses, NIH OT3OD025462, Co-Investigator, 2017 - 2018

Awards
Many thanks to my dear advisors, team members, recommenders, and awarding organizations!

  1. UCSD Academic Senate Health Science Travel Award (TG114094, Acceptances for 2 Submissions in AMIA Annual Symposium), 2023
  2. UCSD Academic Senate Health Science Travel Award (TG102623, Acceptances for 1 Submission in AMIA Annual Symposium), 2021
  3. UCSD DBMI Faculty of the Year (decided by popular vote), 2020
  4. UCSD Academic Senate Health Science Travel Award (TG087935, Acceptances for 3 Submissions in AMIA Annual Symposium), 2019
  5. UCSD Chancellor's Outstanding Postdoctoral Scholar Award, 2018
  6. ONC Use of Blockchain in Health IT and Health-related Research Challenge Winner, UCSD DBMI Team, 2016
  7. ACLCLP Best Doctoral Dissertation Award, Runner-Up, 2014
  8. TIEEE Best Doctoral Dissertation Award, Runner-Up, 2014
  9. TAAI Merit Paper Award, 2014
  10. ACM SIGKDD Student Travel Award (First Author of KDD Full Paper), 2013
  11. FAOS Outstanding Students Conference Travel Grant (for KDD), 2013
  12. ACLCLP Outstanding Students Conference Travel Grant (for ACL), 2012
  13. ACM KDD Cup Champion of Track 1 and 2, NTU Team, 2011
  14. NTU Outstanding Performance Scholarship, 2011
  15. ACM KDD Cup Champion of All-Team and Student-Team, NTU Team, 2010
  16. ACM SIGGRAPH Student Research Competition Semi-Finalist, 2010
  17. ACM KDD Cup 3rd Place of Slow Track, NTU Team, 2009
  18. CyberLink 4th Outstanding Scholarship, 2009
  19. ACM KDD Cup Co-Champion (with IBM Research), NTU Team, 2008
  20. NTU Outstanding Study Group Award, Topic: Social Network Mining, 2008
  21. NCTU Presidential Award, consecutive 2 semesters, 2002
  22. IICM TGRE Computer Science Contest 46th place (Top 4.3% in Taiwan), 2001
  23. NCKU CSIE Graduation Project Contest Outstanding Award, 2001
  24. NCKU CSIE Programming Contest 2nd Place, 2001

Publications
Many thanks to my dear advisors, team members, anonymous reviewers, conference organizers, and journal editors!

  1. Early Prediction of Long Hospital Stay for Intensive Care Units Readmission Patients using Medication Information, Computers in Biology and Medicine 2024, PubMed PMID: 38603899
  2. Biomedical Blockchain with Practical Implementations and Quantitative Evaluations: A Systematic Review, JAMIA 2024, PubMed PMID: 38726710, Impact Factor = 6.4 in 2022
  3. Profiling Clinical Researchers Effectively using Embeddings and Clustering, medRxiv 2024, PubMed PMID: 38293223, PubMed Central PMCID: PMC10827253
  4. A Comparative Study for Blockchain Applications in Nursing Informatics, medRxiv 2024, PubMed PMID: 38464022, PubMed Central PMCID: PMC10925357
  5. Blockchain-Enabled Immutable, Distributed, and Highly Available Clinical Research Activity Logging System for Federated COVID-19 Data Analysis from Multiple Institutions, JAMIA 2023, PubMed PMID: 36916740, PubMed Central PMCID: PMC10198529
  6. A Hierarchical Strategy to Minimize Privacy Risk when Linking "De-identified" Data in Biomedical Research Consortia, JBI 2023, PubMed PMID: 36806328, PubMed Central PMCID: PMC10975485, Impact Factor = 6.317 in 2020
  7. Editorial: Blockchain and distributed ledger technology-enabled architectures for improving healthcare, FIB 2023
  8. Blockchain-based Biomedical Training Certificate Management System, AMIA Annual Symposium 2023
  9. Using a Blockchain to Immutably Preserve Digital-Only Birth Certificates, AMIA Annual Symposium 2023
  10. Corda Blockchain for Interoperable Insurance Billing, AMIA Informatics Summit 2023
  11. Automated and Decentralized Biomedical Research Data Requesting System, NLM Training Conference 2023
  12. Quorum-based Model Learning on a Blockchain Hierarchical Clinical Research Network using Smart Contracts, IJMI 2022, PubMed PMID: 36402113, PubMed Central PMCID: PMC9984225, Impact Factor = 4.9 in 2022
  13. The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition, JAMIA 2022, PubMed PMID: 36164820, PubMed Central PMCID: PMC9667175
  14. NLM's Sponsorship of Research in Biomedical Informatics (1985-2016), Information Services & Use 2022, PubMed PMID: 35600120, PubMed Central PMCID: PMC9108565
  15. Detecting Model Misconducts in Decentralized Healthcare Federated Learning, IJMI 2022, PubMed PMID: 34923447, PubMed Central PMCID: PMC10017272
  16. Generalizable Prediction of COVID-19 Mortality on Worldwide Patient Data, JAMIA Open 2022, PubMed PMID: 35663116, PubMed Central PMCID: PMC9129227, Impact Factor = 2.1 in 2022
  17. Predicting COVID-19 County-level Case Number Trend by Combining Demographic Characteristics and Social Distancing Policies, JAMIA Open 2022, PubMed PMID: 35855422, PubMed Central PMCID: PMC9278037
  18. CertificateChain: decentralized healthcare training certificate management system using blockchain and smart contracts, JAMIA Open 2022, PubMed PMID: 35571362, PubMed Central PMCID: PMC9097703
  19. COVID-19 Chest X-ray Image Clustering and Topic Modeling using Associated Publications, AMIA Annual Symposium 2022
  20. Existing and emerging privacy challenges and solutions for federated data coordination, AMIA Annual Symposium 2022
  21. Privacy and policy challenges in coordinating analyses of federated biomedical data across institutions, EFMI MIE 2022
  22. Previewable Contract-Based On-Chain X-Ray Image Sharing Framework for Clinical Research, IJMI 2021, PubMed PMID: 34628257, PubMed Central PMCID: PMC8479449
  23. Benchmarking Blockchain-Based Gene-Drug Interaction Data Sharing Methods: A Case Study from the iDASH 2019 Secure Genome Analysis Competition Blockchain Track, IJMI 2021, PubMed PMID: 34474309, PubMed Central PMCID: PMC9933142
  24. Privacy-protecting, reliable response data discovery using COVID-19 patient observations, JAMIA 2021, PubMed PMID: 34051088, PubMed Central PMCID: PMC8194878
  25. Hypertension prevalence in the All of Us Research Program among groups traditionally underrepresented in medical research, Scientific Reports 2021, PubMed PMID: 34158555, PubMed Central PMCID: PMC8219813, Impact Factor = 4.379 in 2020
  26. Predictive Analytics for Glaucoma using Data from the All of Us Research Program, AJO 2021, PubMed PMID: 33497675, PubMed Central PMCID: PMC8184631, Impact Factor = 5.258 in 2020
  27. The Feasibility and Significance of Employing Blockchain-Based Identity Solutions in Health Care, Block Technology and Innovations in Business Processes, Smart Innovation, Systems and Technologies, Volume 219, Singapore, Springer 2021
  28. Early Prediction of Positive Clostridioides Difficile Test Results, AMIA Annual Symposium 2021
  29. COVID-19 Case Information Sharing on Blockchain, NLM Training Conference 2021
  30. The Anatomy of a Distributed Predictive Modeling Framework: Online Learning, Blockchain Network, and Consensus Algorithm, JAMIA Open 2020, PubMed PMID: 32734160, PubMed Central PMCID: PMC7382618
  31. EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): Decentralized Online Healthcare/Genomics Predictive Model Learning, JAMIA 2020, PubMed PMID: 32364235, PubMed Central PMCID: PMC7309256
  32. Privacy-preserving Model Learning on a Blockchain Network-of-networks, JAMIA 2020, PubMed PMID: 31943009, PubMed Central PMCID: PMC7025358
  33. iDASH Secure Genome Analysis Competition 2018: Blockchain Genomic Data Access Logging, Homomorphic Encryption on GWAS, and DNA Segment Searching, BMC Medical Genomics 2020, PubMed PMID: 32693816, PubMed Central PMCID: PMC7372776, Impact Factor = 3.063 in 2020
  34. Leveraging Artificial Intelligence to maximize use of Electronic Health Record data, Survey on the use of information and communication technologies in Brazilian Healthcare Facilities: ICT in Health 2019 Sao Paulo, CGI.br. 2020
  35. Fair Compute Loads Enabled by Blockchain: Sharing Models by Alternating Client and Server Roles, JAMIA 2019, PubMed PMID: 30892656, PubMed Central PMCID: PMC7787356
  36. Comparison of Blockchain Platforms: A Systematic Review and Healthcare Examples, JAMIA 2019, JAMIA Editor's Choice, PubMed PMID: 30907419, PubMed Central PMCID: PMC7787359
  37. Machine learning-based predictive modeling of surgical intervention in glaucoma using systemic data from electronic health records, AJO 2019, PubMed PMID: 31323204, PubMed Central PMCID: PMC6888922
  38. 'Fit-for-purpose?' - challenges and opportunities for applications of blockchain technology in the future of healthcare, BMC Medicine 2019, Impact Factor = 8.775 in 2020, PubMed PMID: 30914045, PubMed Central PMCID: PMC6436239
  39. Comparison of Smart Contract Blockchains for Healthcare Applications, AMIA Annual Symposium 2019, PubMed PMID: 32308924, PubMed Central PMCID: PMC7153130
  40. Blockchain for Biomedical, Healthcare and Genomic Applications, AMIA Annual Symposium 2019
  41. Current Applications of Blockchain Technology in Biomedical Research and Healthcare, AMIA Annual Symposium 2019
  42. Blockchain-based Privacy-preserving Predictive Modeling on Genomic/Healthcare Data, IEEE BHI 2019
  43. Genomic/Healthcare Blockchain Distributed Privacy-Preserving Predictive Modeling Technologies, NHGRI Research Training and Career Development Annual Meeting 2019
  44. Decentralization of Privacy-Preserving Predictive Modeling Using Blockchain, UC San Diego Health Department of Biomedical Informatics Newsletter 2019
  45. Towards a Sustainable Commons: The Role of Blockchain Technology, NIH Data Commons Pilot Projects Consortium Report 2018
  46. A Tutorial about Biomedical and Healthcare Blockchain, AMIA Annual Symposium 2018
  47. Healthcare/Genomics Blockchain: Applications in Privacy-Preserving Predictive Model Development, NHGRI Research Training and Career Development Annual Meeting 2018
  48. Identifying and Characterizing Highly Similar Notes in Big Clinical Note Datasets, JBI 2018, PubMed PMID: 29679685
  49. The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction-the CLEAN Tool, arXiv Preprint 2018
  50. Blockchain Distributed Ledger Technologies for Biomedical and Health Care Applications, JAMIA 2017, PubMed PMID: 29016974, PubMed Central PMCID: PMC6080687, top-5 most-read Papers of JAMIA for more than 1 year since its publication, cited more than 1,000 times in Google Scholar
  51. The Presence of Highly Similar Notes Within the MIMIC-III Dataset, AMIA Annual Symposium 2017
  52. Identifying and Characterizing Near-Duplicates in Big Clinical Note Datasets, NLM Training Conference 2017
  53. A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation, IEEE DSAA 2017
  54. Deduplication in a Massive Clinical Note Dataset, arXiv Preprint 2017
  55. bioPDFX: preparing PDF scientific articles for biomedical text mining, PeerJ Preprints 2017
  56. ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks, ONC/NIST Use of Blockchain for Healthcare and Research Workshop 2016
  57. Ensembles of NLP Tools for Data Element Extraction from Clinical Notes, AMIA Annual Symposium 2016, PubMed PMID: 28269947, PubMed Central PMCID: PMC5333200
  58. Review and Evaluation of the State of Standardization of Computable Phenotype, AMIA Annual Symposium 2016
  59. Finding Related Publications: Extending the Set of Terms Used to Assess Article Similarity, AMIA Joint Summits on Translational Science 2016, PubMed PMID: 27570676, PubMed Central PMCID: PMC5001748
  60. Weakly Supervised Learning of Biomedical Information Extraction from Curated Data, BMC Bioinformatics 2016, promoted from APBC 2016, PubMed PMID: 26817711, PubMed Central PMCID: PMC4847485
  61. Enriching Cold Start Personalized Language Model Using Social Network Information, IJCLCLP 2016, promoted from ACL 2014
  62. Novel Topic Diffusion Prediction using Latent Semantic and User Behavior, ASE Big Data 2015
  63. A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection, TAAI 2014, TAAI Merit Paper Award
  64. A Content-Based Matrix Factorization Model for Recipe Recommendation, PAKDD 2014
  65. Opinion Diffusion and Analysis on Social Networks, ESNAM 2014
  66. Minimizing Expected Loss for Risk-Avoiding Reinforcement Learning, DSAA 2014
  67. Unsupervised Link Prediction Using Aggregative Statistics on Heterogeneous Social Networks, ACM SIGKDD 2013, Acceptance Rate = 17% (125 / 726), ACM SIGKDD Student Travel Award, FAOS Outstanding Students Conference Travel Grant
  68. Modeling and Evaluating Information Propagation in a Microblogging Social Network, SNAM 2013
  69. Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection, PAKDD 2013
  70. Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks, ACL 2012, Acceptance Rate = 20% (77 / 369), ACLCLP International Conference Travel Grant
  71. A Linear Ensemble of Individual and Blended Models for Music Rating Prediction, JMLR-W&CP 2012
  72. Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation, JMLR-W&CP 2012
  73. Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction, IJCLCLP 2012, promoted from ROCLING 2012
  74. Prediction-Based Outlier Detection with Explanations, IEEE GrC 2012
  75. Learning-Based Concept-Hierarchy Refinement through Exploiting Topology, Content and Social Information, Information Sciences 2011, Impact Factor = 6.795 in 2020
  76. Time-Aware Ranking in Dynamic Citation Networks, IEEE ICDM COMMPER 2011
  77. Assessing the Quality of Diffusion Models using Real-World Social Network Data, TAAI 2011
  78. Feature Engineering and Classifier Ensemble for KDD Cup 2010, KDD Cup 2010 Workshop
  79. SocioCrowd: A Social-Network-Based Framework for Crowd Simulation, ACM SIGGRAPH 2010 , ACM Student Research Competition Semi-Finalist
  80. Discovering Correction Rules for Auto Editing, IJCLCLP 2010, promoted from ROCLING 2010
  81. StakeNet: Devise, Study and Utilize Social Networks using Stakeholder Information, TAAI 2010
  82. Designing, Analyzing and Exploiting Stake-Based Social Networks, IEEE/ACM ASONAM 2010
  83. High Performance Evaluation Technology for RFID Tags, Industrial Materials Magazine 2010
  84. An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Naive Bayes, JMLR-W&CP 2009
  85. Learning to Improve Area-Under-FROC for Imbalanced Medical Data Classification Using an Ensemble Method, ACM SIGKDD Explorations Newsletter 2008
  86. Ontology-Based Knowledge Fusion Using Graph Partitioning, IEA/AIE 2003
  87. Two-Layer Network Intrusion Detection System, ICS 2002
  88. A Study of Highly Portable and Adaptable IDS, TANET 2002
  89. Design of an Intelligent Comparison Shopping Agent, TAAI 2001

Services
Many thanks to my dear advisors, co-organizers, conference organizers, and journal editors!

  1. Co-organizer of UCSD DBMI / UC-HSI DDI Fellowship Program, 2023, 2022, 2021
  2. Co-organizer of UCSD DBMI Summer Internship Program, 2023, 2022, 2021, 2020, 2019, 2018
  3. Co-organizer of iDASH Privacy & Security Workshop, 2023, 2022, 2021, 2020, 2019, 2018
  4. Co-organizer of iDASH Secure Genome Analysis Competition, 2023, 2022, 2021, 2019, 2018
  5. Co-organizer of SocialNLP Workshop (in conjunction with COLING), 2014
  6. Co-organizer of SocialNLP Workshop (in conjunction with IJCNLP), 2013
  7. Editorial board of IJMI, 2024 - present
  8. Editorial board of MIDM, 2024 - present
  9. Editorial board of JAMIA, 2022 - 2024
  10. Research topic co-editor of Frontiers in Blockchain, 2021
  11. Supplement co-editor of BMC Medical Genomics, 2020
  12. Grant reviewer for NIH, 2024, 2023, 2022, 2021
  13. Grant reviewer for AHA, 2024, 2020, 2019
  14. Grant reviewer for UCSD, 2024, 2023, 2022, 2021
  15. Grant reviewer for NSF, 2023
  16. Grant reviewer for NSF / NIH, 2021
  17. Grant reviewer for SNSF, 2019
  18. Award reviewer for UCSD, 2021
  19. Paper reviewer for JAMIA, 2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017
  20. Paper reviewer for IJMI, 2024, 2023, 2022, 2021
  21. Paper reviewer for CIBM, 2024
  22. Paper reviewer for Communications Medicine, 2024
  23. Paper reviewer for Frontiers in Digital Health, 2024, 2020
  24. Paper reviewer for Heliyon, 2024
  25. Paper reviewer for Sensors , 2024, 2020
  26. Paper reviewer for Automatika, 2024, 2022
  27. Paper reviewer for AMIA Annual Symposium, 2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016
  28. Paper reviewer for AMIA Informatics Summit, 2024, 2023, 2022, 2021, 2020, 2019
  29. Paper reviewer for IEEE ICHI, 2024
  30. Paper reviewer for COLM, 2024
  31. Paper reviewer for ITU-K, 2024, 2021, 2020, 2019
  32. Paper reviewer for JAMIA Open, 2023, 2020
  33. Paper reviewer for Scientific Reports, 2023, 2022
  34. Paper reviewer for Digital Health, 2023
  35. Paper reviewer for JMIR, 2023, 2022, 2021, 2020, 2019
  36. Paper reviewer for BMC MIDM, 2023
  37. Paper reviewer for Computer Methods in Biomechanics and Biomedical Engineering, 2023
  38. Paper reviewer for HIJ, 2023, 2022, 2019, 2017
  39. Paper reviewer for IEEE JBHI, 2023
  40. Paper reviewer for Frontiers in Public Health, 2023
  41. Paper reviewer for IEEE TPDS, 2023, 2021, 2019
  42. Paper reviewer for IEEE T-IFS, 2023
  43. Paper reviewer for ACM Transactions on Computing for Healthcare, 2023
  44. Paper reviewer for Behaviour & Information Technology, 2023
  45. Paper reviewer for Blockchain: Research and Applications, 2023
  46. Paper reviewer for Institution of Electronics and Telecommunication Engineers Journal of Research, 2023
  47. Paper reviewer for Business & Information Systems Engineering, 2023
  48. Paper reviewer for Information, 2023, 2019
  49. Paper reviewer for Computation, 2023
  50. Paper reviewer for PeerJ, 2023, 2020
  51. Paper reviewer for IEEE BHI, 2023, 2022, 2021, 2019
  52. Paper reviewer for PSB, 2023
  53. Paper reviewer for ACL, 2023, 2020, 2019, 2015
  54. Paper reviewer for EMNLP, 2023, 2019, 2018, 2017, 2016, 2015
  55. Paper reviewer for MAISoN , 2023
  56. Paper reviewer for TAAI, 2023, 2022, 2021, 2020, 2019, 2017
  57. Paper reviewer for SocialNLP (in conjunction with ACL, WWW, IJCAI, IEEE BigData, IJCNLP, AACL, NAACL, EACL, EMNLP, TheWebConf), 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016
  58. Paper reviewer for JBI, 2022, 2020, 2019
  59. Paper reviewer for AIIM, 2022
  60. Paper reviewer for JMI, 2022
  61. Paper reviewer for JBE, 2022
  62. Paper reviewer for JRP, 2022
  63. Paper reviewer for Health Policy and Technology, 2022, 2020
  64. Paper reviewer for International Journal of Healthcare Technology and Management, 2022
  65. Paper reviewer for IEEE IoT, 2022, 2021, 2019
  66. Paper reviewer for Healthcare, 2022
  67. Paper reviewer for Annals of Telecommunications, 2022
  68. Paper reviewer for Data, 2022
  69. Paper reviewer for Science Progress, 2022
  70. Paper reviewer for Connection Science, 2022
  71. Paper reviewer for Frontiers in Big Data, 2022
  72. Paper reviewer for Frontiers in Blockchain , 2022
  73. Paper reviewer for IEEE BIBM, 2022
  74. Paper reviewer for IEEE BDS, 2022
  75. Paper reviewer for W-NUT (in conjunction with COLING, EMNLP), 2022, 2021
  76. Paper reviewer for Journal of Integrative Bioinformatics, 2021
  77. Paper reviewer for Journal of Information Security and Applications, 2021
  78. Paper reviewer for Health and Technology, 2021
  79. Paper reviewer for IEEE TEM, 2021, 2019
  80. Paper reviewer for IEEE TNSM, 2021
  81. Paper reviewer for IEEE Systems Journal, 2021
  82. Paper reviewer for ACM TIST, 2021
  83. Paper reviewer for SCN, 2021
  84. Paper reviewer for Cogent Engineering, 2021
  85. Paper reviewer for TASM, 2021
  86. Paper reviewer for Algorithms, 2021, 2019
  87. Paper reviewer for Journal of Systems and Softwares, 2021
  88. Paper reviewer for Expert Systems, 2021
  89. Paper reviewer for Computers in Industry, 2021, 2020
  90. Paper reviewer for Policy and Society, 2021
  91. Paper reviewer for JISE, 2021, 2014, 2013
  92. Paper reviewer for ACL-IJCNLP, 2021
  93. Paper reviewer for Elsevier, 2021, 2018
  94. Paper reviewer for Nature Medicine, 2020
  95. Paper reviewer for IEEE Access, 2020
  96. Paper reviewer for Information Sciences, 2020, 2019, 2018, 2017, 2016, 2015
  97. Paper reviewer for JESTECH, 2020
  98. Paper reviewer for International Journal of Information Management, 2020, 2019
  99. Paper reviewer for Electronics, 2020, 2019
  100. Paper reviewer for GenoPri (in conjunction with GA4GH), 2020
  101. Paper reviewer for AIChain, 2020
  102. Paper reviewer for Science, 2019
  103. Paper reviewer for BMC Medical Genomics, 2019
  104. Paper reviewer for CNS, 2019
  105. Paper reviewer for IEEE/ACM TCBB, 2019
  106. Paper reviewer for Machine Learning, 2019
  107. Paper reviewer for Computers & Security, 2019
  108. Paper reviewer for Cryptologia , 2019
  109. Paper reviewer for Cryptography, 2019
  110. Paper reviewer for Future Internet, 2019
  111. Paper reviewer for Applied Sciences, 2019
  112. Paper reviewer for Symmetry, 2019
  113. Paper reviewer for AAAI, 2019
  114. Paper reviewer for ACML, 2019, 2018, 2017, 2016, 2015
  115. Paper reviewer for FSDM, 2019, 2018, 2017, 2016, 2015
  116. Paper reviewer for Postgraduate Medicine, 2018
  117. Paper reviewer for CSBJ, 2018
  118. Paper reviewer for IEEE TKDE, 2018, 2015
  119. Paper reviewer for IEEE TNSE, 2017
  120. Paper reviewer for IJITDM, 2017
  121. Paper reviewer for IJSRM, 2017
  122. Paper reviewer for AMIA Summits on Translational Science, 2017, 2016
  123. Paper reviewer for IJCNLP, 2017
  124. Paper reviewer for ACM SIGKDD, 2016, 2015
  125. Paper reviewer for Intelligent Data Analysis, 2016
  126. Paper reviewer for Soft Computing, 2015
  127. Paper reviewer for JLISR, 2015
  128. Paper reviewer for ASE Big Data, 2015
  129. Paper reviewer for ASE Social Informatics, 2015
  130. Paper reviewer for MobiSocial, 2015
  131. Paper reviewer for IJSNM, 2012

Resources
Many thanks to my dear advisors and team members!

  1. Fair compute loads enabled by blockchain: sharing models by alternating client and server roles (JAMIA 2019)
  2. Benchmarking Blockchain-Based Gene-Drug Interaction Data Sharing Methods: A Case Study from the iDASH 2019 Secure Genome Analysis Competition Blockchain Track (IJMI 2021)
  3. EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): Decentralized privacy-preserving online healthcare/genomics predictive model learning (JAMIA 2020, JAMIA Open 2020)
  4. Ensembles of NLP Tools for Data Element Extraction from Clinical Notes (AMIA Annual Symposium 2016)
  5. Novel Topic Diffusion Prediction using Latent Semantic and User Behavior (ASE Big Data 2015)
  6. A Content-Based Matrix Factorization Model for Recipe Recommendation (PAKDD 2014)
  7. Unsupervised Link Prediction Using Aggregative Statistics on Heterogeneous Social Networks (ACM SIGKDD 2013)
  8. Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks (ACL 2012)
  9. Learning-Based Concept-Hierarchy Refinement through Exploiting Topology, Content and Social Information (Information Sciences 2011)
  10. StakeNet: Devise, Study and Utilize Social Networks using Stakeholder Information (TAAI 2010)
  11. Tsung-Ting's Java Utilities

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Tsung-Ting Kuo, PhD