This paper is in the following e-collection/theme issue:

Infodemiology and Infoveillance (1469) New Methods (1038)

Published on in Vol 21, No 4 (2019): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13316, first published .
Technological Innovations in Disease Management: Text Mining US Patent Data From 1995 to 2017

Technological Innovations in Disease Management: Text Mining US Patent Data From 1995 to 2017

Technological Innovations in Disease Management: Text Mining US Patent Data From 1995 to 2017

Authors of this article:

Ming Huang1 Author Orcid Image ;   Maryam Zolnoori1 Author Orcid Image ;   Joyce E Balls-Berry1 Author Orcid Image ;   Tabetha A Brockman2, 3 Author Orcid Image ;   Christi A Patten2, 3 Author Orcid Image ;   Lixia Yao1 Author Orcid Image
Article Authors Cited by (15) Tweetations (10) Metrics

Journals

  1. Li F, Jin Y, Liu W, Rawat B, Cai P, Yu H. Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study. JMIR Medical Informatics 2019;7(3):e14830 View
  2. Huang M, Shah N, Yao L. Evaluating global and local sequence alignment methods for comparing patient medical records. BMC Medical Informatics and Decision Making 2019;19(S6) View
  3. Xu L, Qi M, Ye F. Identifying Scientific and Technical “Unicorns”. Journal of Data and Information Science 2021;6(2):96 View
  4. Zolnoori M, Huang M, Patten C, Balls-Berry J, Goudarzvand S, Brockman T, Sagheb E, Yao L. Mining news media for understanding public health concerns. Journal of Clinical and Translational Science 2021;5(1) View
  5. De A, Huang M, Feng T, Yue X, Yao L. Analyzing Patient Secure Messages Using a Fast Health Care Interoperability Resources (FIHR)–Based Data Model: Development and Topic Modeling Study. Journal of Medical Internet Research 2021;23(7):e26770 View
  6. Wang Q, Li C, Ali G. An evolutionary analysis of new energy and industry policy tools in China based on large-scale policy topic modeling. PLOS ONE 2021;16(5):e0252502 View
  7. Jiang L, Zou F, Qiao Y, Huang Y. Patent analysis for generating the technology landscape and competition situation of renewable energy. Journal of Cleaner Production 2022;378:134264 View
  8. Bai Y, Du J. Measuring the impact of health research data in terms of data citations by scientific publications. Scientometrics 2022;127(12):6881 View
  9. Gupta N, Kaushik B. Prognosis and Prediction of Breast Cancer Using Machine Learning and Ensemble-Based Training Model. The Computer Journal 2023;66(1):70 View
  10. MUTLU N, ALTUNTAŞ S. Teknolojik değişimlerin patent verilerine dayalı istatistiksel kontrol grafikleri ile izlenmesi. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 2021;36(4):1875 View
  11. Ma X, Xue P, Li M, Matta N. Detection and analysis of emergency topic in social media considering changing roles of stakeholders. Online Information Review 2023;47(2):238 View
  12. Omranian S, Zolnoori M, Huang M, Campos-Castillo C, McRoy S. Predicting Patient Satisfaction With Medications for Treating Opioid Use Disorder: Case Study Applying Natural Language Processing to Reviews of Methadone and Buprenorphine/Naloxone on Health-Related Social Media. JMIR Infodemiology 2023;3:e37207 View
  13. Gao Q, Huang X, Dong K, Liang Z, Wu J. Semantic-enhanced topic evolution analysis: a combination of the dynamic topic model and word2vec. Scientometrics 2022;127(3):1543 View
  14. Onorato C, Madeu F, Tsakalova M, Deligkiozi I, Zoikis Karathanasis A. Navigating the mycelium patent maze: A holistic approach to patent mapping in production technologies. World Patent Information 2024;76:102265 View

Books/Policy Documents

  1. Huang M, Shah N, Yao L. Explainable AI in Healthcare and Medicine. View