Artificial Intelligence | Neurology | Psychiatry A multimodal cross-transformer-based model to predict mild cognitive impairment using speech, language and vision. September 27, 2024
Neurology | Pulmonology | Radiology M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks. August 19, 2024
Genetics | Neurology An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer’s disease. July 1, 2024
Agriculture Application of Multimodal Transformer Model in Intelligent Agricultural Disease Detection and Question-Answering Systems. April 13, 2024
Biomedical Engineering | Pain Management Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures. April 11, 2024
Machine Learning | Natural Language Processing Multimodal sentiment analysis leveraging the strength of deep neural networks enhanced by the XGBoost classifier. February 10, 2024
Emergency Medicine | Radiology Validating the accuracy of deep learning for the diagnosis of pneumonia on chest x-ray against a robust multimodal reference diagnosis: a post hoc analysis of two prospective studies. February 1, 2024
Other UTDNet: A unified triplet decoder network for multimodal salient object detection. December 3, 2023
Infectious Diseases | Pulmonology | Radiology MultiCOVID: a multi modal deep learning approach for COVID-19 diagnosis. November 1, 2023
Cardiology | Ophthalmology | Pathology | Radiology As artificial intelligence goes multimodal, medical applications multiply. September 14, 2023
Other Deep Hybrid Multimodal Biometric Recognition System Based on Features-Level Deep Fusion of Five Biometric Traits. July 20, 2023
Bioinformatics | Genomics scJVAE: A novel method for integrative analysis of multimodal single-cell data. April 8, 2023