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Ghada Alhussein

Khalifa University

Abu Dhabi

United Arab Emirates

  • Khalifa University

SCHOLARLY PAPERS

4

DOWNLOADS

361

TOTAL CITATIONS

3

Scholarly Papers (4)

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1.

AI-Driven Motor and Cognitive Decline Digital Assessment for Parkinson's Disease: A Systematic Review and Meta-Analysis

Number of pages: 58 Posted: 20 Feb 2025
Sofia Balula Dias, Ghada Alhussein, Beatriz Alves, Margherita Fabbri, Olivier Rascol, Maria-Luisa Almarcha-Menargues, Mónica Kurtis Urra, Nikos Grammalidis, Kosmas Dimitropoulos, Stelios Hadjidimitriou and Leontios J. Hadjileontiadis
University of Lisbon, Khalifa University, University of Lisbon, University of Toulouse, University of Toulouse 3, Paul Sabatier University - Clinical Investigation Center CIC1436 and the Departments of Clinical Pharmacology and Neurosciences, Ruber International Hospital, Ruber International Hospital, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Centre for Research and Technology Hellas (CERTH) - Information Technologies Institute, Aristotle University of Thessaloniki and Khalifa University
Downloads 169 (444,808)
Citation 1

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Parkinson's Disease (PD), Motor Decline, Cognitive Decline, AI-Driven Assessment Tools, PD Diagnosis and Assessment

2.

Emotional Climate Recognition in Speech-Based Conversations: Leveraging Deep Bispectral Image Analysis and Affect Dynamics

Downloads 115 (617,542)

Emotional Climate Recognition in Speech-Based Conversations: Leveraging Deep Bispectral Image Analysis and Affect Dynamics

Number of pages: 28 Posted: 10 Jul 2023
Ghada Alhussein, Mohanad Alkhodari, Shiza Saleem, Ahsan Khandoker and Leontios Hadjileontiadis
Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University - Department of Biomedical Engineering
Downloads 54 (1,038,620)

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Conversational emotion recognition, Emotion climate, Affectdynamics, Bispectrum, DeepBispec, Convolution neural network

Emotional Climate Recognition in Speech-Based Conversations: Leveraging Deep Bispectral Image Analysis and Affect Dynamics

Number of pages: 31 Posted: 01 Mar 2024
Ghada Alhussein, Mohanad Alkhodari, Shiza Saleem, Ahsan Khandoker and Leontios Hadjileontiadis
Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University - Department of Biomedical Engineering
Downloads 47 (1,119,531)

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Conversational emotion recognition, Emotion climate, Affect dynamics, Bispectrum, DeepBispec, Convolution neural network

Emotional Climate Recognition in Speech-Based Conversations: Leveraging Deep Bispectral Image Analysis and Affect Dynamics

Number of pages: 29 Posted: 08 Nov 2023
Ghada Alhussein, Mohanad Alkhodari, Shiza Saleem, Ahsan Khandoker and Leontios Hadjileontiadis
Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University - Department of Biomedical Engineering
Downloads 14 (1,570,077)

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Conversational emotion recognition, Emotion climate, Affect dynamics, Bispectrum, DeepBispec, Convolution neural network

3.

Exploring Emotional Climate Recognition in Peer Conversations Through Bispectral Featuresand Affect Dynamics

Number of pages: 14 Posted: 25 Oct 2024
Ghada Alhussein, Mohanad Alkhodari, Ioannis Ziogas, Charalampos Lamprou, Ahsan Khandoker and Leontios Hadjileontiadis
Khalifa University, Khalifa University, affiliation not provided to SSRN, affiliation not provided to SSRN, Khalifa University and Khalifa University - Department of Biomedical Engineering
Downloads 43 (1,145,425)

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Conversational speech signals, Emotion recognitionin conversations, Emotional climate, Bispectrum, MLBispec.

4.

Novel Speech-Based Emotion Climate Recognition in Peers’ Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks

Number of pages: 15 Posted: 28 May 2024
Ghada Alhussein, Mohanad Alkhodari, Ahsan Khandoker and Leontios Hadjileontiadis
Khalifa University, Khalifa University, Khalifa University and Khalifa University - Department of Biomedical Engineering
Downloads 34 (1,263,436)
Citation 2

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Conversational emotion climate recognition, Mel-Frequency Cepstrum Coefficients (MFCCs), affect dynamics, temporal convolutional neural networks (TCNN), AffECt