Deep Learning | Medical Imaging | Pulmonology | Radiology Multimodal medical tensor fusion network-based DL framework for abnormality prediction from the radiology CXRs and clinical text reports. June 26, 2023
Oncology | Pathology | Radiology Deep multimodal fusion of image and non-image data in disease diagnosis and prognosis: a review. June 26, 2023
Oncology | Pathology Hierarchical multimodal fusion framework based on noisy label learning and attention mechanism for cancer classification with pathology and genomic features. January 22, 2023
Neuroscience | Rehabilitation Emotion Recognition of Subjects with Hearing Impairment Based on Fusion of Facial Expression and EEG Topographic Map. December 1, 2022
Cell Biology | Oncology Pixel-level multimodal fusion deep networks for predicting subcellular organelle localization from label-free live-cell imaging. November 17, 2022
Neurology | Radiology Artificial intelligence-based methods for fusion of electronic health records and imaging data. October 30, 2022
Deep Learning | Dermatology | Medical Imaging A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata. October 22, 2022
Ophthalmology MF-AV-Net: an open-source deep learning network with multimodal fusion options for artery-vein segmentation in OCT angiography. October 3, 2022
Dermatology Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. September 29, 2022
Artificial Intelligence in Healthcare | Radiology A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques. September 29, 2022
Cardiology | Electrophysiology | Machine Learning Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes. September 8, 2022
Neurology | Orthopedics Enhanced Recognition of Amputated Wrist and Hand Movements by Deep Learning Method Using Multimodal Fusion of Electromyography and Electroencephalography. January 22, 2022