Dual-level Deep Evidential Fusion: Integrating multimodal information for enhanced reliable decision-making in deep learning

Deep evidential fusion network for medical image classification

(2022) Shaoxun Xu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Lymphoma segmentation from 3D PET-CT images using a deep evidential network

(2022) Ling Huang et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Modern views of machine learning for precision psychiatry

(2022) Zhe Sage Chen et al.   Patterns

Analysis of multimodal data fusion from an information theory perspective

(2022) Yinglong Dai et al.   INFORMATION SCIENCES

An evidential classifier based on Dempster-Shafer theory and deep learning

(2021) Zheng Tong et al.   NEUROCOMPUTING

Early, intermediate and late fusion strategies for robust deep learning-based multimodal action recognition

(2021) Said Yacine Boulahia et al.   MACHINE VISION AND APPLICATIONS

An Evidential Reasoning Rule Considering Parameter Uncertainty

(2021) Jie Wang et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Structural Magnetic Resonance Imaging All Over Again

(2020) Daniel R. Weinberger et al.   JAMA Psychiatry

Information Aware max-norm Dirichlet networks for predictive uncertainty estimation

(2020) Theodoros Tsiligkaridis   NEURAL NETWORKS

A multimodal deep neural network for human breast cancer prognosis prediction by integrating multi-dimensional data

(2018) Dongdong Sun et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks

(2017) Panagiotis Tzirakis et al.   IEEE Journal of Selected Topics in Signal Processing

Resting State fMRI Functional Connectivity-Based Classification Using a Convolutional Neural Network Architecture

(2017) Regina J. Meszlényi et al.   Frontiers in Neuroinformatics

Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition

(2016) Di Wu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multimodal integration learning of robot behavior using deep neural networks

(2014) Kuniaki Noda et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Evidential reasoning rule for evidence combination

(2013) Jian-Bo Yang et al.   ARTIFICIAL INTELLIGENCE

Resting-State fMRI: A Review of Methods and Clinical Applications

(2012) M.H. Lee et al.   AMERICAN JOURNAL OF NEURORADIOLOGY