Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Multimodal Intelligent Assistants for Automating the Patient Intake Process and Primary Care. / Chizhik , Anna V. ; Egorov , Michil .
ICEGOV '22: Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance. 2022. p. 573–575.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
}
TY - GEN
T1 - Multimodal Intelligent Assistants for Automating the Patient Intake Process and Primary Care
AU - Chizhik , Anna V.
AU - Egorov , Michil
PY - 2022
Y1 - 2022
N2 - This paper introduces the methods to build intelligent multimodal assistants for medical purposes. In the experimental implementation of the bot, the authors use logistic regression and simple word embeddings models. But the experimental implementation shows the ability to combine empathic conversation with AI (without a specific goal) and functionality (satisfying the conceptual intent of the user) to maintain the patient's motivation to use such applications for a quick and useful response from the clinic. In the future, it is planned to develop a universal chatbot for health monitoring and routine communication with patients based on insights received from users.
AB - This paper introduces the methods to build intelligent multimodal assistants for medical purposes. In the experimental implementation of the bot, the authors use logistic regression and simple word embeddings models. But the experimental implementation shows the ability to combine empathic conversation with AI (without a specific goal) and functionality (satisfying the conceptual intent of the user) to maintain the patient's motivation to use such applications for a quick and useful response from the clinic. In the future, it is planned to develop a universal chatbot for health monitoring and routine communication with patients based on insights received from users.
U2 - 10.1145/3560107.3560199
DO - 10.1145/3560107.3560199
M3 - Conference contribution
SP - 573
EP - 575
BT - ICEGOV '22: Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance
Y2 - 4 October 2022 through 7 October 2022
ER -
ID: 103630790