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Works (26)

Harnessing Knowledge Distillation for Enhanced Text-to-Text Translation in Low-Resource Languages

2025 | Book chapter
DOI: 10.1007/978-3-031-78014-1_22
Contributors: Manar Ouled Ahmed; Zuheng Ming; Alice Othmani
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Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review

Artificial Intelligence in Medicine
2025-04 | Journal article
DOI: 10.1016/j.artmed.2025.103088
Contributors: Fati Oiza Salami; Muhammad Muzammel; Youssef Mourchid; Alice Othmani
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Prediction and detection of terminal diseases using Internet of Medical Things: A review

Computers in Biology and Medicine
2025-04 | Journal article
DOI: 10.1016/j.compbiomed.2025.109835
Contributors: Akeem Temitope Otapo; Alice Othmani; Ghazaleh Khodabandelou; Zuheng Ming
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A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3382140
Contributors: Yahaya Idris Abubakar; Alice Othmani; Patrick Siarry; Aznul Qalid Md Sabri
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Deciphering Knee Osteoarthritis Diagnostic Features With Explainable Artificial Intelligence: A Systematic Review

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3439096
Contributors: Yun Xin Teoh; Alice Othmani; Siew Li Goh; Juliana Usman; Khin Wee Lai
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Paying attention to uncertainty: A stochastic multimodal transformers for post-traumatic stress disorder detection using video

Computer Methods and Programs in Biomedicine
2024-12 | Journal article
DOI: 10.1016/j.cmpb.2024.108439
Contributors: Mamadou Dia; Ghazaleh Khodabandelou; Alice Othmani
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HuBERT-CLAP: Contrastive Learning-Based Multimodal Emotion Recognition using Self-Alignment Approach

2024-12-03 | Conference paper
DOI: 10.1145/3696409.3700183
Contributors: Long H. Nguyen; Nhat Truong Pham; Mustaqeem Khan; Alice Othmani; Abdulmotaleb EI Saddik
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Depression detection and subgrouping by using the active and passive EEG paradigms

Multimedia Tools and Applications
2024-04-30 | Journal article
DOI: 10.1007/s11042-024-19184-x
Contributors: Sana Yasin; Alice Othmani; Bouibauan Mohamed; Imran Raza; Syed Asad Hussain
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A Systematic Review of Rare Events Detection Across Modalities using Machine Learning and Deep Learning

2024-04-08 | Preprint
DOI: 10.36227/techrxiv.24162678.v2
Contributors: Yahaya Idris Abubakar; Alice Othmani; Patrick Siarry; Aznul Qalid Md. Sabri
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An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms

2023 | Book chapter
DOI: 10.1007/978-3-031-46005-0_18
Contributors: Alice Othmani; Muhammad Muzammel
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Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection

2023 | Book chapter
DOI: 10.1007/978-3-031-23599-3_4
Contributors: Alice Othmani; Thibaut Bizet; Tanguy Pellerin; Badr Hamdi; Marc-Antoine Bock; Soumyabrata Dev
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Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative

Computer Methods and Programs in Biomedicine
2023-12 | Journal article
DOI: 10.1016/j.cmpb.2023.107807
Contributors: Yun Xin Teoh; Alice Othmani; Khin Wee Lai; Siew Li Goh; Juliana Usman
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EEG-based neural networks approaches for fatigue and drowsiness detection: A survey

Neurocomputing
2023-11 | Journal article
DOI: 10.1016/j.neucom.2023.126709
Contributors: Alice Othmani; Aznul Qalid Md Sabri; Sinem Aslan; Faten Chaieb; Hala Rameh; Romain Alfred; Dayron Cohen
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A Systematic Review of Rare Events Detection Across Modalities using Machine Learning and Deep Learning

2023-10-31 | Preprint
DOI: 10.36227/techrxiv.24162678.v1
Contributors: Yahaya Idris Abubakar; Alice OTHMANI; Aznul Qalid Md. Sabri; Patrick Siarry
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Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review

IEEE Sensors Journal
2023-10-15 | Journal article
DOI: 10.1109/JSEN.2023.3312172
Contributors: Alice Othmani; Bechir Brahem; Younes Haddou; Mustaqeem
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PTSD in the wild: a video database for studying post-traumatic stress disorder recognition in unconstrained environments

Multimedia Tools and Applications
2023-10-11 | Journal article
DOI: 10.1007/s11042-023-17203-x
Contributors: Moctar Abdoul Latif Sawadogo; Furkan Pala; Gurkirat Singh; Imen Selmi; Pauline Puteaux; Alice Othmani
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Monitoring Application-driven Continuous Affect Recognition From Video Frames

2023-03-24 | Conference paper
DOI: 10.1145/3591156.3591161
Contributors: Stephen Khor Wen Hwooi; Alice Othmani; Aznul Qalid Md Sabri
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Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3164745
Contributors: Hacene Terbouche; Liam Schoneveld; Oisin Benson; Alice Othmani
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Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3205018
Contributors: Stephen Khor Wen Hwooi; Alice Othmani; Aznul Qalid Md. Sabri
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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 | Journal article
DOI: 10.1016/j.cmpb.2022.107132
Contributors: Alice Othmani; Assaad-Oussama Zeghina; Muhammad Muzammel
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A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept

Healthcare Analytics
2022-11 | Journal article
DOI: 10.1016/j.health.2022.100090
Contributors: Alice Othmani; Assaad Oussama Zeghina
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Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech

2021 | Book chapter
DOI: 10.1007/978-3-030-68790-8_1
Contributors: Alice Othmani; Daoud Kadoch; Kamil Bentounes; Emna Rejaibi; Romain Alfred; Abdenour Hadid
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Crossref

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

Computer Methods and Programs in Biomedicine
2021-11 | Journal article
DOI: 10.1016/j.cmpb.2021.106433
Contributors: Muhammad Muzammel; Hanan Salam; Alice Othmani
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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 | Journal article
DOI: 10.1016/j.cmpb.2021.106007
Contributors: Sana Yasin; Syed Asad Hussain; Sinem Aslan; Imran Raza; Muhammad Muzammel; Alice Othmani
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Crossref

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

Multimedia Tools and Applications
2021-04-16 | Journal article
DOI: 10.1007/s11042-020-10332-7
Contributors: Ahmed Rachid Hazourli; Amine Djeghri; Hanan Salam; Alice Othmani
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AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis

Machine Learning with Applications
2020-12 | Journal article
DOI: 10.1016/j.mlwa.2020.100005
Contributors: Muhammad Muzammel; Hanan Salam; Yann Hoffmann; Mohamed Chetouani; Alice Othmani
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Peer review (3 reviews for 2 publications/grants)

Review activity for Multimedia tools and applications. (2)
Review activity for Optics and Laser Technology. (1)
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