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Emotional Intelligence Through Artificial Intelligence: NLP and Deep Learning in the Analysis of Healthcare Texts

Artificial Intelligence
NLP
Deep Learning
Healthcare
Emotion Analysis

Prashant Kumar Nag, Amit Bhagat, R. Vishnu Priya, and Deepak Kumar Khare, “Emotional Intelligence Through Artificial Intelligence: NLP and Deep Learning in the Analysis of Healthcare Texts,” 2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI), Raipur, India, December 2023, pp. 1-7, doi: 10.1109/ICAIIHI57871.2023.10489117

Authors
Affiliations

Prashant Kumar Nag

Maulana Azad National Institute of Technology, Bhopal

Amit Bhagat

Maulana Azad National Institute of Technology, Bhopal

R. Vishnu Priya

National Institute of Technology Tiruchirappalli, Tamilnadu

Deepak Kumar Khare

Maulana Azad National Institute of Technology, Bhopal

Published

December 2023

Doi

10.1109/ICAIIHI57871.2023.10489117

Abstract

This manuscript presents a methodical examination of the utilization of Artificial Intelligence (AI) in the assessment of emotions in texts related to healthcare, with a particular focus on the incorporation of Natural Language Processing (NLP) and deep learning technologies. We scrutinize numerous research studies that employ AI to augment sentiment analysis, categorize emotions, and forecast patient outcomes based on textual information derived from clinical narratives, patient feedback on medications, and online health discussions. The review demonstrates noteworthy progress in the precision of algorithms used for sentiment classification, the prognostic capabilities of AI models for neurodegenerative diseases, and the creation of AI-powered systems that offer support in clinical decision-making.

Citation

Add to Zotero 

@inproceedings{nag2023EmotionalIntelligenceArtificial,
  address = {Raipur, India},
  title = {Emotional {Intelligence} {Through} {Artificial} {Intelligence}: {NLP} and {Deep} {Learning} in the {Analysis} of {Healthcare} {Texts}},
  isbn = {979-8-3503-3091-5},
  shorttitle = {Emotional {Intelligence} {Through} {Artificial} {Intelligence}},
  url = {https://ieeexplore.ieee.org/document/10489117/},
  doi = {10.1109/ICAIIHI57871.2023.10489117},
  booktitle = {2023 {International} {Conference} on {Artificial} {Intelligence} for {Innovations} in {Healthcare} {Industries} ({ICAIIHI})},
  publisher = {IEEE},
  author = {Nag, Prashant Kumar and Bhagat, Amit and Vishnu Priya, R. and Khare, Deepak Kumar},
  month = dec,
  year = {2023},
  pages = {1--7}
}