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Age estimation from faces using deep learning: A comparative analysis

Computer vision and image understanding, 2020-07, Vol.196, p.102961, Article 102961

2020

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Using U-Net network for efficient brain tumor segmentation in MRI images

Healthcare analytics (New York, N.Y.), 2022-11, Vol.2, p.100098, Article 100098

2022

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Auditory perception based system for age classification and estimation using dynamic frequency sound

Multimedia tools and applications, 2020-08, Vol.79 (29-30), p.21603-21626

2020

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Artificially decreasing cortical tension generates aneuploidy in mouse oocytes

Nature communications, 2020-04, Vol.11 (1), p.1649-1649, Article 1649

2020

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A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept

Healthcare analytics (New York, N.Y.), 2022-11, Vol.2, p.100090, Article 100090

2022

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Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display

Multimedia tools and applications, 2021-04, Vol.80 (9), p.13639-13662

2021

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Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning

IEEE access, 2022, Vol.10, p.41622-41638

2022

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Active Fluctuations of the Nuclear Envelope Shape the Transcriptional Dynamics in Oocytes

Developmental cell, 2019-10, Vol.51 (2), p.145-157.e10

2019

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AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis

Machine learning with applications, 2020-12, Vol.2, p.100005, Article 100005

2020

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Computer-aided prediction of hearing loss based on auditory perception

Multimedia tools and applications, 2020-06, Vol.79 (21-22), p.15765-15789

2020

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A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning

IEEE access, 2024, Vol.12, p.47091-47109

2024

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Autism classification and monitoring from predicted categorical and dimensional emotions of video features

Signal, image and video processing, 2024-02, Vol.18 (1), p.191-198

2024

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Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space

IEEE access, 2022, Vol.10, p.96053-96065

2022

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Leveraging recent advances in deep learning for audio-Visual emotion recognition

Pattern recognition letters, 2021-06, Vol.146, p.1-7

2021

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MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech

Biomedical signal processing and control, 2022-01, Vol.71, p.103107, Article 103107

2022

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End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis

Computer methods and programs in biomedicine, 2021-11, Vol.211, p.106433-106433, Article 106433

2021

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Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities

Frontiers in big data, 2020-11, Vol.3, p.577974-577974

2020

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A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data

Computer methods and programs in biomedicine, 2022-11, Vol.226, p.107132-107132, Article 107132

2022

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EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review

Computer methods and programs in biomedicine, 2021-04, Vol.202, p.106007-106007, Article 106007

2021

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Towards a General Deep Feature Extractor for Facial Expression Recognition

2021 IEEE International Conference on Image Processing (ICIP), 2021, p.2339-2342

2021

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IEEE_Xplore

Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review

Computers in biology and medicine, 2023-06, Vol.159, p.106741-106741, Article 106741

2023

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Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review

IEEE sensors journal, 2023-10, Vol.23 (20), p.24135-24151

2023

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IEEE_Xplore

Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study

PRedictive Intelligence in MEdicine, 2018, p.34-41

2018

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Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning

Biomedical signal processing and control, 2024-03, Vol.89, p.105712, Article 105712

2024

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EEG-based neural networks approaches for fatigue and drowsiness detection: A survey

Neurocomputing (Amsterdam), 2023-11, Vol.557, p.126709, Article 126709

2023

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Age estimation from faces using deep learning: A comparative analysis

Using U-Net network for efficient brain tumor segmentation in MRI images

Auditory perception based system for age classification and estimation using dynamic frequency sound

Artificially decreasing cortical tension generates aneuploidy in mouse oocytes

A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept

Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display

Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning

Active Fluctuations of the Nuclear Envelope Shape the Transcriptional Dynamics in Oocytes

AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis

Computer-aided prediction of hearing loss based on auditory perception

A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning

Autism classification and monitoring from predicted categorical and dimensional emotions of video features

Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space

Leveraging recent advances in deep learning for audio-Visual emotion recognition

MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech

End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis

Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities

A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review

Towards a General Deep Feature Extractor for Facial Expression Recognition

Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review

Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review

Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study

Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning

EEG-based neural networks approaches for fatigue and drowsiness detection: A survey

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