Cargando…

Automatic Assessment of Emotion Dysregulation in American, French, and Tunisian Adults and New Developments in Deep Multimodal Fusion: Cross-sectional Study

BACKGROUND: Emotion dysregulation is a key dimension of adult psychological functioning. There is an interest in developing a computer-based, multimodal, and automatic measure. OBJECTIVE: We wanted to train a deep multimodal fusion model to estimate emotion dysregulation in adults based on their res...

Descripción completa

Detalles Bibliográficos
Autores principales:	Parra, Federico, Benezeth, Yannick, Yang, Fan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2022
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822434/ https://www.ncbi.nlm.nih.gov/pubmed/35072643 http://dx.doi.org/10.2196/34333

Ejemplares similares

Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training
por: Bi, Yanjing, et al.
Publicado: (2021)

Correction: Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training
por: Bi, Yanjing, et al.
Publicado: (2023)

Emotional outcomes in tunisian stroke survivors
por: Charfi, N., et al.
Publicado: (2021)

Performance analysis of remote photoplethysmography deep filtering using long short-term memory neural network
por: Botina-Monsalve, Deivid, et al.
Publicado: (2022)

Fusion of Facial Expressions and EEG for Multimodal Emotion Recognition
por: Huang, Yongrui, et al.
Publicado: (2017)

Multimodal transformer augmented fusion for speech emotion recognition
por: Wang, Yuanyuan, et al.
Publicado: (2023)

FusionSense: Emotion Classification Using Feature Fusion of Multimodal Data and Deep Learning in a Brain-Inspired Spiking Neural Network
por: Tan, Clarence, et al.
Publicado: (2020)

Multimodal Emotion Recognition Based on Cascaded Multichannel and Hierarchical Fusion
por: Liu, Xia, et al.
Publicado: (2023)

Automatic Detection and Classification of Epileptic Seizures in Patients with Liver Cirrhosis and Overlapping Hev Infection Based on Deep Multimodal Fusion Technology
por: Yu, Jianan, et al.
Publicado: (2022)

Elsevier's dictionary of automatic control in four languages: English-American, French, Russian and German
por: Clason, Willem E
Publicado: (1963)

Influence of socio-economic and lifestyle factors on overweight and nutrition-related diseases among Tunisian migrants versus non-migrant Tunisians and French
por: Méjean, Caroline, et al.
Publicado: (2007)

Emotion Dysregulation and Inflammation in African-American Women with Type 2 Diabetes
por: Powers, Abigail, et al.
Publicado: (2016)

Multimodal imaging as optical biopsy system for gastritis diagnosis in humans, and input of the mouse model
por: Bazin, Thomas, et al.
Publicado: (2021)

Automatic intra-subject registration and fusion of multimodal cochlea 3D clinical images
por: Al-Dhamari, Ibraheem, et al.
Publicado: (2022)

Hierarchical Attention-Based Multimodal Fusion Network for Video Emotion Recognition
por: Liu, Xiaodong, et al.
Publicado: (2021)

Deep-Learning-Based Multimodal Emotion Classification for Music Videos
por: Pandeya, Yagya Raj, et al.
Publicado: (2021)

Multimodal deep learning for biomedical data fusion: a review
por: Stahlschmidt, Sören Richard, et al.
Publicado: (2022)

Usefulness of the Multimodal Fusion Image for Visualization of Deep Sylvian Veins
por: NAKASE, Kenta, et al.
Publicado: (2022)

Robust Multimodal Emotion Recognition from Conversation with Transformer-Based Crossmodality Fusion
por: Xie, Baijun, et al.
Publicado: (2021)

Transcultural validation of the “regulation of emotions questionnaire” among Tunisian university students
por: Bouguira, E., et al.
Publicado: (2021)

Deep Multimodal Fusion Autoencoder for Saliency Prediction of RGB-D Images
por: Huang, Kengda, et al.
Publicado: (2021)

Skin Parameter Map Retrieval from a Dedicated Multispectral Imaging System Applied to Dermatology/Cosmetology
por: Jolivot, Romuald, et al.
Publicado: (2013)

Remote photoplethysmography with constrained ICA using periodicity and chrominance constraints
por: Macwan, Richard, et al.
Publicado: (2018)

Intrinsic RGB and multispectral images recovery by independent quadratic programming
por: Krebs, Alexandre, et al.
Publicado: (2020)

Automatic processing of multimodal tomography datasets
por: Parsons, Aaron D., et al.
Publicado: (2017)

Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features
por: Mamieva, Dilnoza, et al.
Publicado: (2023)

Automatic treatment outcome prediction with DeepInteg based on multimodal radiological images in rectal cancer
por: Hu, Yihuang, et al.
Publicado: (2023)

Validation and Factor Structure of the French-Language Version of the Emotional Appetite Questionnaire (EMAQ)
por: Bourdier, Léna, et al.
Publicado: (2017)

American Horses for the French Army
por: Treacy, M. J.
Publicado: (1896)

Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning
por: Dolmans, Tenzing C., et al.
Publicado: (2021)

Smart Contract Vulnerability Detection Based on Deep Learning and Multimodal Decision Fusion
por: Deng, Weichu, et al.
Publicado: (2023)

An improved multi-input deep convolutional neural network for automatic emotion recognition
por: Chen, Peiji, et al.
Publicado: (2022)

Elder emotion classification through multimodal fusion of intermediate layers and cross-modal transfer learning
por: Sreevidya, P., et al.
Publicado: (2022)

AttendAffectNet–Emotion Prediction of Movie Viewers Using Multimodal Fusion with Self-Attention
por: Thao, Ha Thi Phuong, et al.
Publicado: (2021)

Racial discrimination and posttraumatic stress: examining emotion dysregulation as a mediator in an African American community sample
por: Mekawi, Yara, et al.
Publicado: (2020)

3D Automatic Segmentation of Brain Tumor Based on Deep Neural Network and Multimodal MRI Images
por: Qian, Zhuliang, et al.
Publicado: (2022)

How Did Awareness, Emotion, and Motivation Shape Behavior Toward COVID-19 in Tunisians?
por: Masmoudi, Slim
Publicado: (2021)

A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face
por: Lian, Hailun, et al.
Publicado: (2023)

Sensor-Fusion for Smartphone Location Tracking Using Hybrid Multimodal Deep Neural Networks
por: Wei, Xijia, et al.
Publicado: (2021)

Improving exchange rate forecasting via a new deep multimodal fusion model
por: Windsor, Edmure, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_6mga68fnc9knttd3j0og2qv4u4