A Paganelli, M Spadafora… - Journal of the …, 2024 - Wiley Online Library
Abstract Background Natural Language Processing (NLP) is a field of both computational linguistics and artificial intelligence (AI) dedicated to analysis and interpretation of human …
The development of electronic health records (EHR) systems has enabled the collection of a vast amount of digitized patient data. However, utilizing EHR data for predictive modeling …
Synthesizing electronic health records (EHR) data has become a preferred strategy to address data scarcity, improve data quality, and model fairness in healthcare. However …
Electronic health record (EHR) systems contain a wealth of multimodal clinical data including structured data like clinical codes and unstructured data such as clinical notes …
M Jia, J Duan, Y Song, J Wang - arXiv preprint arXiv:2406.14326, 2024 - arxiv.org
Electronic Medical Records (EMRs), while integral to modern healthcare, present challenges for clinical reasoning and diagnosis due to their complexity and information …
DJ McInerney - 2024 - repository.library.northeastern.edu
Abstract Machine learning is often employed to solve tasks autonomously, but it is frequently necessary and more useful to aid domain experts rather than replacing them. Using …