Oncology | Pathology Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review. November 23, 2021
Neurology | Sleep Medicine A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion. October 25, 2021
Neurology | Oncology | Radiology Hierarchical-order multimodal interaction fusion network for grading gliomas. October 19, 2021
Interventional Radiology | Radiology Modality-agnostic self-supervised deep feature learning and fast instance optimisation for multimodal fusion in ultrasound-guided interventions. October 3, 2021
Genetics | Neurology | Psychiatry Interpretable multimodal fusion networks reveal mechanisms of brain cognition. February 8, 2021
Internal Medicine | Pulmonology | Radiology Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection. December 18, 2020
Bioinformatics | Oncology | Pathology Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. September 3, 2020
Pathology | Radiology Hybrid neural network with cost-sensitive support vector machine for class-imbalanced multimodal data. August 3, 2020
Neuroscience | Psychology EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. June 13, 2019
Neurology | Psychiatry | Radiology Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia. March 29, 2019
Neurology | Psychiatry | Radiology Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness. November 13, 2018