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A Lightweight Approach Based on Cross-Modality for Depression Detection |
Computers in Biology and Medicine |
| 2025.03. |
Multi-Horizon Event Detection for In-Hospital Clinical Deterioration Using Dual-Channel Graph Attention Network |
International Journal of Medical Informatics |
| 2025.02. |
Power of Multi-Modality Variables in Predicting Parkinson’s Disease Progression – A Systematic Review |
IEEE Journal of Biomedical and Health Informatics |
| 2025.01. |
Longitudinal Alzheimer’s Disease Progression Prediction with Modality Uncertainty and Optimization of Information Flow |
IEEE Journal of Biomedical and Health Informatics |
| 2024.10. |
Beyond Presence: Exploring Empathy within the Metaverse |
Applied Science |
| 2024.08. |
GCE: An Audio-Visual Dataset for Group Cohesion and Emotion Analysis |
Applied Sciences |
| 2024.07. |
A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing |
in IEEE Access |
| 2024.05. |
Multi-Gradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems |
Preprint in IEEE Intelligent Systems |
| 2024.04. |
iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography |
in IEEE Access |
| 2024.02 |
A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients |
ELSEVIER-Computer Methods and Programs in Biomedicine |
| 2024.02. |
Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features |
in IEEE Access |
| 2024.01. |
Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation |
in IEEE Access |
| 2023.09. |
PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context |
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| 2023.07. |
Multimodal Multitask Learning for Predicting MCI to AD Conversion using Stacked Polynomial Attention Network and Adaptive Exponential Decay |
in Scientific Reports |
| 2023.07. |
Prediction of evoked expression from videos with temporal position fusion |
in Pattern Recognition Letters |
| 2023.06. |
Cross-modality learning by exploring modality interactions for emotion reasoning |
in IEEE Access |
| 2023.05. |
Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM |
in Sensors |
| 2023.04. |
Survival Prediction Using Transformer-Based Categorical Feature Representation in the Treatment of Diffuse Large B-Cell Lymphoma |
in Healthcare |
| 2023.04. |
Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images |
in Pattern Recognition Letters |
| 2023.03. |
Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration |
in IEEE Access |
| 2023.02. |
Pain Recognition With Physiological Signals Using Multi-Level Context Information |
in IEEE Access |
| 2023.02. |
Multi-label Multimodal Emotion Recognition with Transformer-based Fusion and Emotion-level Representation Learning |
in IEEE Access |
| 2023.01. |
A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis |
in Healthcare |
| 2022.06. |
Prediction of Alzheimer’s Disease Progression Using Forward-to-Backward Bi-direction with Integrative Imputation |
Neural Network |
| 2022.03. |
The Efficacy of Shape Radiomics and Deep Features for Glioblastoma Survival Prediction by Deep Learning |
Electronics |
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Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations |
IEEE Access |
| 2021.10. |
Effects of Multiple Filters on Liver Tumor Segmentation from CT Images |
Frontiers in Oncology |
| 2021.10. |
Deep Neural Network-based Fusion Model for Emotion Recognition Using Visual Data |
Journal of Supercomputing |
| 2021-08-24 |
Deep Graph Fusion based Multimodal Evoked Expressions from Large-Scale Videos |
IEEE Access |
| 2021.07. |
EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels |
Sensors |
| 2021.07. |
Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm |
Sensors |
| 2021.06. |
Context-aware emotion recognition based on visual relationship detection |
IEEE Access |
| 2021.06. |
D2C-Based Hybrid Network for Predicting Group Cohesion Scores / |
IEEE Access |
| 2021.06. |
Survival Prediction of Lung Cancer Using Small-Size Clinical Data with a Multiple Task Variational Autoencoder |
Electronics |
| 2021-06-03 |
Stress Analysis with Dimensions of Valence and Arousal in the Wild |
Applied sciences |
| 2021.05. |
Multi-Task Learning for Medical Image Inpainting Based on Organ Boundary Awareness |
Applied sciences |
| 2021.05. |
Skin Lesion Segmentation by U-Net with Adaptive Skip Connection and Structural Awareness |
Applied sciences |
| 2021.05. |
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification |
IEEE Journal of Biomedical and Health Informatics |
| 2021.05. |
3D Skeletal Joints-Based Hand Gesture Spotting and Classification |
Applied sciences |
| 2021.04. |
Multi-Level Seg-Unet Model with Global and Patch-Based X-ray Images for Knee Bone Tumor Detection |
Diagnostics |
| 2021.04. |
Survival Time Prediction by Integrating Cox Proportional Hazards Network and Distribution Function Network |
BMC Bioinformatics |
| 2021-04-15 |
Survival Time Prediction by Integrating Cox Proportional Hazards Network and Distribution Function Network |
BMC Bioinformatics |
| 2021-03-10 |
Deep Neural Network-based Fusion Model for Emotion Recognition Using Visual Data |
Journal of Supercomputing |
| 2020-10-09 |
Automatic Assessment of ASPECTS Using Diffusion-Weighted Imaging in Acute Ischemic Stroke Using Recurrent Residual Convolutional Neural Network |
Diagnostics |
| 2020-08-19 |
Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging |
Applied Sciences |
| 2020-11-23 |
Real-time virtual mouse system using RGB-D images and fingertip detection |
Multimedia Tools and Applications |
| 2020-03-30 |
Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network |
IEEE ACCESS |
| 2020-02-20 |
Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time |
Sensors |
| 2020-01-20 |
Real-Time Hand Gesture Spotting and Recognition Using RGB-D Camera and 3D Convolutional Neural Network |
Applied Sciences |
| 2019-10-23 |
Regenerative Semi-Supervised Bidirectional W-network based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation |
IEEE ACCESS |
| 2019-09-13 |
Cost Aggregation for Stereo Matchigng Using Total Generalized Variation With Fusion Tensor |
IEEE ACCESS |