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

Ethics, Privacy, and Legal Issues (479) Natural Language Processing (692) Tools, Programs and Algorithms (266)

Published on in Vol 22, No 7 (2020): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18055, first published .
Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study

Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study

Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study

Authors of this article:

Mohamed Abdalla1, 2, 3 Author Orcid Image ;   Moustafa Abdalla4, 5, 6 Author Orcid Image ;   Graeme Hirst1, 2 Author Orcid Image ;   Frank Rudzicz1, 2, 7, 8 Author Orcid Image
Article Authors Cited by (6) Tweetations (7) Metrics

Journals

  1. Sammani A, Bagheri A, van der Heijden P, te Riele A, Baas A, Oosters C, Oberski D, Asselbergs F. Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks. npj Digital Medicine 2021;4(1) View
  2. Oyebode O, Ndulue C, Adib A, Mulchandani D, Suruliraj B, Orji F, Chambers C, Meier S, Orji R. Health, Psychosocial, and Social Issues Emanating From the COVID-19 Pandemic Based on Social Media Comments: Text Mining and Thematic Analysis Approach. JMIR Medical Informatics 2021;9(4):e22734 View
  3. Flamholz Z, Crane-Droesch A, Ungar L, Weissman G. Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information. Journal of Biomedical Informatics 2022;125:103971 View
  4. Ma B, Lai E, Yan W, Wu J. A privacy-preserving word embedding text classification model based on privacy boundary constructed by deep belief network. Multimedia Tools and Applications 2023;83(10):30181 View
  5. Stanhope V, Yoo N, Matthews E, Baslock D, Hu Y. The Impact of Collaborative Documentation on Person-Centered Care: Textual Analysis of Clinical Notes. JMIR Medical Informatics 2024;12:e52678 View