International Journal of Data Science and Big Data Analytics
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Volume 3, Issue 2, November 2023 | |
Research PaperOpenAccess | |
Visualizing Health: Advancing Natural Language Processing Through Data Visualization in Healthcare |
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1Master’s Degree Student in ‘Theories and Methodologies of Digital Learning’, Department of Education and Human Sciences, University of Modena and Reggio Emilia, Italy. E-mail: 269137@studenti.unimore.it
*Corresponding Author | |
Int.J.Data.Sci. & Big Data Anal. 3(2) (2023) 1-18, DOI: https://doi.org/10.51483/IJDSBDA.3.2.2023.1-18 | |
Received: 19/08/2023|Accepted: 28/10/2023|Published: 05/11/2023 |
This paper explores the transformative integration of Natural Language Processing (NLP) with data visualization in the realm of healthcare informatics. The study encompasses a comprehensive analysis of health data derived from medical documentation, social media, and biological literature. Through advanced computational modeling and machine learning, the research enriches our understanding of linguistic conceptual relationships within complex healthcare narratives. Key findings highlight the impact of data visualization on NLP applications, empowering clinicians with intuitive tools and fostering interdisciplinary collaboration. Ethical considerations and privacy frameworks associated with visualized health data are addressed, contributing to responsible practices. The democratization of health insights emerges as a significant outcome, making visualized data accessible to diverse stakeholders. This paper not only summarizes key findings and contributions but also outlines implications for future research, paving the way for innovation in advanced visualization techniques, cross-disciplinary collaboration, and ethical frameworks within healthcare informatics.
Keywords: Natural Language Processing (NLP), Data visualization, Healthcare informatics, Interdisciplinary collaboration, Ethical considerations, Personalized patient care
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