Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection

Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection

This study presents a comprehensive review of the potential of multimodal deep learning (DL) in medical diagnosis, using COVID-19 as a case example. Motivated by the success of artificial intelligence applications during the COVID-19 pandemic, this research aims to uncover the capabilities of DL in...

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Bibliographic Details
Main Authors: Md Shofiqul Islam, Khondokar Fida Hasan, Hasibul Hossain Shajeeb, Humayan Kabir Rana, Md. Saifur Rahman, Md. Munirul Hasan, AKM Azad, Ibrahim Abdullah, Mohammad Ali Moni
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2025-01-01
Series:AI Open
Subjects:
Deep learning
Image processing
Text
Speech
Medical diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S2666651025000038
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