Special Issue on eHealth Innovative Approaches and Applications

S Silvestri, F Gargiulo - Applied Sciences, 2024 - mdpi.com
Innovative ICT technologies, approaches and applications are becoming increasingly
pervasive in several domains, including in medicine and healthcare. In these latter cases …

[HTML][HTML] Medical specialty recommendations by an artificial intelligence chatbot on a smartphone: development and deployment

H Lee, J Kang, J Yeo - Journal of medical Internet research, 2021 - jmir.org
Background The COVID-19 pandemic has limited daily activities and even contact between
patients and primary care providers. This makes it more difficult to provide adequate primary …

Towards knowledge-infused automated disease diagnosis assistant

M Tomar, A Tiwari, S Saha - Scientific Reports, 2024 - nature.com
With the advancement of internet communication and telemedicine, people are increasingly
turning to the web for various healthcare activities. With an ever-increasing number of …

Analysis of electronic health records based on deep learning with natural language processing

YC Shen, TC Hsia, CH Hsu - Arabian Journal for Science and Engineering, 2021 - Springer
The interdisciplinary research field concentrated on interfaces between human languages
and computers is natural language processing (NLP). Recent developments to solve NLP …

Can ChatGPT be Your Personal Medical Assistant?

MR Biswas, A Islam, Z Shah… - … on Social Networks …, 2023 - ieeexplore.ieee.org
The advanced large language model (LLM) ChatGPT has shown its potential in different
domains and remains unbeaten due to its characteristics compared to other LLMs. This …

Research on assistant diagnostic method of TCM Based on BERT

C Xu, F Yuan, S Chen - 2021 11th International Conference on …, 2021 - ieeexplore.ieee.org
Traditional Chinese medicine (TCM) auxiliary diagnosis is a systematic diagnosis platform
that uses computer modeling technology to assist TCM doctors in recording diseases …

[PDF][PDF] Domain adaptation of a deep learning symptom extractor for different patient populations and clinical settings

G Turner, J Chang, N Dorvall - AMIA 2021 Informatics Summit, 2022 - kevinlybarger.me
Symptoms and their characteristics are vital for appropriately diagnosing illnesses. Although
diagnosis codes are regularly stored as discrete data in the Electronic Health Record (EHR) …

Multilingual Symptom Prediction by Simultaneous Learning Using BERT

C Zhu, N Pahari, K Shimada - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Natural language processing (NLP) techniques have become increasingly significant in the
medical domain. However, the amount of relevant medical text data remains limited. In this …

A Novel AI-based chatbot Application for Personalized Medical Diagnosis and review using Large Language Models

S Akilesh, R Abinaya, S Dhanushkodi… - 2023 International …, 2023 - ieeexplore.ieee.org
This research showcases a groundbreaking application in the medical industry by
leveraging the cutting-edge OpenAI service's GPT-3.5 model, powered by large language …

Disease Prediction: A Case Study for Healthcare Communities Using Machine Learning

M Karthik, SG Anuradha, KSR Kumar… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
A disease is a condition, that negatively act on the function of all or a part of the organs in the
human producing symptoms that affects internally and are not immediately caused due to …