Alice Ahlem Othmani

Présentation

Alice Othmani est maître de conférence à l'université de Paris-Est Créteil depuis 2017. Elle est titulaire d'un doctorat en vision par ordinateur de l'université de Bourgogne en 2014. Elle a travaillé dans différentes institutions telles que l'École Normale Supérieure Ulm Paris , l'Université de médecine d'Auvergne et l'Agence pour la science, la technologie et la recherche (A * STAR) à Singapour. Elle est experte en traitement de l'image et du signal, en reconnaissance de formes, en vision par ordinateur et en apprentissage automatique. Elle s'intéresse au développement de systèmes intelligents pour les soins de santé.

Publications

Article dans une revue (34)

Advancing medical question answering with a knowledge embedding transformer Xiang Zhu,Mustaqeem Khan,Abdelmalik Taleb-Ahmed,Alice Othmani PLoS ONE, 2025, 20 (8), pp.e0329606. ⟨10.1371/journal.pone.0329606⟩ Article dans une revue hal-05217396v1
Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review Fati Oiza Salami,Muhammad Muzammel,Youssef Mourchid,Alice Othmani Artificial Intelligence in Medicine, 2025, 162, pp.103088. ⟨10.1016/j.artmed.2025.103088⟩ Article dans une revue hal-04973774v1
Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning Mamadou Dia,Ghazaleh Khodabandelou,Aznul Qalid Md Sabri,Alice Othmani Biomedical Signal Processing and Control, 2024, 89, pp.105712. ⟨10.1016/j.bspc.2023.105712⟩ Article dans une revue hal-04317121v1
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey Alice Othmani,Aznul Qalid Md Sabri,Sinem Aslan,Faten Chaieb,Hala Ramehet al. Neurocomputing, 2023, 557, pp.126709. ⟨10.1016/j.neucom.2023.126709⟩ Article dans une revue hal-04188648v1
Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative Yun Xin Teoh,Alice Othmani,Khin Wee Lai,Siew Li Goh,Juliana Usman Computer Methods and Programs in Biomedicine, 2023, 242, pp.107807. ⟨10.1016/j.cmpb.2023.107807⟩ Article dans une revue hal-04317144v1
Autism classification and monitoring from predicted categorical and dimensional emotions of video features Stephen Wen Hwooi Khor,Aznul Qalid Md Sabri,Alice Othmani Signal, Image and Video Processing, 2023, ⟨10.1007/s11760-023-02699-5⟩ Article dans une revue hal-04317141v1
Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A comprehensive review Sana Yasin,Alice Othmani,Imran Raza,Syed Asad Hussain Computers in Biology and Medicine, 2023, 159, pp.106741. ⟨10.1016/j.compbiomed.2023.106741⟩ Article dans une revue hal-04320367v1
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey Alice Othmani,Aznul Qalid Md Sabri,Sinem Aslan,Faten Chaieb,Hala Ramehet al. Neurocomputing, 2023, 557, pp.126709. ⟨10.1016/j.neucom.2023.126709⟩ Article dans une revue hal-04317189v1
Machine-Learning-Based Approaches for Post-Traumatic Stress Disorder Diagnosis Using Video and EEG Sensors: A Review Alice Othmani,Bechir Brahem,Younes Haddou IEEE Sensors Journal, 2023, 23 (20), pp.24135-24151. ⟨10.1109/JSEN.2023.3312172⟩ Article dans une revue hal-04317225v1
PTSD in the wild: a video database for studying post-traumatic stress disorder recognition in unconstrained environments Moctar Abdoul Latif Sawadogo,Furkan Pala,Gurkirat Singh,Imen Selmi,Pauline Puteauxet al. Multimedia Tools and Applications, 2023, 83 (14), pp.42861-42883. ⟨10.1007/s11042-023-17203-x⟩ Article dans une revue hal-04794169v1
A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept Alice Othmani,Assaad Oussama Zeghina Healthcare Analytics, 2022, 2, pp.100090. ⟨10.1016/j.health.2022.100090⟩ Article dans une revue hal-04320344v1
A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data Alice Othmani,Assaad-Oussama Zeghina,Muhammad Muzammel Computer Methods and Programs in Biomedicine, 2022, 226, pp.107132. ⟨10.1016/j.cmpb.2022.107132⟩ Article dans une revue hal-04317298v1
Comparing Learning Methodologies for Self-Supervised Audio-Visual Representation Learning Hacene Terbouche,Liam Schoneveld,Oisin Benson,Alice Othmani IEEE Access, 2022, 10, pp.41622-41638. ⟨10.1109/ACCESS.2022.3164745⟩ Article dans une revue hal-04317315v1
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech Emna Rejaibi,Ali Komaty,Fabrice Meriaudeau,Said Agrebi,Alice Othmani Biomedical Signal Processing and Control, 2022, 71, pp.103107. ⟨10.1016/j.bspc.2021.103107⟩ Article dans une revue hal-04317257v1
Kinship recognition from faces using deep learning with imbalanced data Alice Othmani,Duqing Han,Xin Gao,Runpeng Ye,Abdenour Hadid Multimedia Tools and Applications, 2022, 82 (10), pp.15859-15874. ⟨10.1007/s11042-022-14058-6⟩ Article dans une revue hal-04317329v1
Using U-Net network for efficient brain tumor segmentation in MRI images Jason Walsh,Alice Othmani,Mayank Jain,Soumyabrata Dev Healthcare Analytics, 2022, 2, pp.100098. ⟨10.1016/j.health.2022.100098⟩ Article dans une revue hal-04320348v1
Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space Stephen Khor Wen Hwooi,Alice Othmani,Aznul Qalid Md. Sabri IEEE Access, 2022, 10, pp.96053-96065. ⟨10.1109/ACCESS.2022.3205018⟩ Article dans une revue hal-04317321v1
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review Sana Yasin,Syed Asad Hussain,Sinem Aslan,Imran Raza,Muhammad Muzammelet al. Computer Methods and Programs in Biomedicine, 2021, 202, pp.106007. ⟨10.1016/j.cmpb.2021.106007⟩ Article dans une revue hal-04320370v1
End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis Muhammad Muzammel,Hanan Salam,Alice Othmani Computer Methods and Programs in Biomedicine, 2021, 211, pp.106433. ⟨10.1016/j.cmpb.2021.106433⟩ Article dans une revue hal-04317380v1
Multi-facial patches aggregation network for facial expression recognition and facial regions contributions to emotion display Ahmed Rachid Hazourli,Amine Djeghri,Hanan Salam,Alice Othmani Multimedia Tools and Applications, 2021, 80 (9), pp.13639-13662. ⟨10.1007/s11042-020-10332-7⟩ Article dans une revue hal-04317361v1
Leveraging recent advances in deep learning for audio-Visual emotion recognition Liam Schoneveld,Alice Othmani,Hazem Abdelkawy Pattern Recognition Letters, 2021, 146, pp.1-7. ⟨10.1016/j.patrec.2021.03.007⟩ Article dans une revue hal-04032955v1
Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities Remy Kusters,Dusan Misevic,Hugues Berry,Antoine Cully,Yann Le Cunffet al. Frontiers in Big Data, 2020, 3, pp.577974. ⟨10.3389/fdata.2020.577974⟩ Article dans une revue hal-03111148v1
AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis Muhammad Muzammel,Hanan Salam,Yann Hoffmann,Mohamed Chetouani,Alice Othmani Machine Learning with Applications, 2020, 2, pp.100005. ⟨10.1016/j.mlwa.2020.100005⟩ Article dans une revue hal-04320359v1
BiometricAccessFilter: A Web Control Access System Based on Human Auditory Perception for Children Protection Muhammad Ilyas,Régis Fournier,Alice Othmani,Amine Nait-Ali Electronics, 2020, 9 (2), pp.361. ⟨10.3390/electronics9020361⟩ Article dans une revue hal-04318154v1
Computer-aided prediction of hearing loss based on auditory perception Muhammad Ilyas,Alice Othmani,Amine Nait-Ali Multimedia Tools and Applications, 2020, 79 (21-22), pp.15765-15789. ⟨10.1007/s11042-020-08910-w⟩ Article dans une revue hal-04318120v1
Auditory perception based system for age classification and estimation using dynamic frequency sound Muhammad Ilyas,Alice Othmani,Amine Nait-Ali Multimedia Tools and Applications, 2020, 79 (29-30), pp.21603-21626. ⟨10.1007/s11042-020-08843-4⟩ Article dans une revue hal-04318115v1
Age estimation from faces using deep learning: A comparative analysis Alice Othmani,Abdul Rahman Taleb,Hazem Abdelkawy,Abdenour Hadid Computer Vision and Image Understanding, 2020, 196, pp.102961. ⟨10.1016/j.cviu.2020.102961⟩ Article dans une revue hal-04034369v1
Auditory Perception Based Anti-Spoofing System for Human Age Verification Muhammad Ilyas,Alice Othmani,Régis Fournier,Amine Nait-Ali Electronics, 2019, 8 (11), pp.1313. ⟨10.3390/electronics8111313⟩ Article dans une revue hal-04318254v1
Temporal covariation of epibacterial community and surface metabolome in the Mediterranean seaweed holobiont Taonia atomaria Benoît Paix,Ahlem Othmani,Didier Debroas,Gérald Culioli,Jean-François Briand Environmental Microbiology, 2019, 21 (9), pp.3346-3363. ⟨10.1111/1462-2920.14617⟩ Article dans une revue hal-02359787v1
Exploring the chemodiversity of tropical microalgae for the discovery of natural antifouling compounds Damien Reveillon,Alina Tunin-Ley,Isabelle Grondin,Ahlem Othmani,Mayalen Zubiaet al. Journal of Applied Phycology, 2019, 31 (1), pp.319-333. ⟨10.1007/s10811-018-1594-z⟩ Article dans une revue hal-01878440v1
Settlement inhibition of marine biofilm bacteria and barnacle larvae by compounds isolated from the Mediterranean brown alga Taonia atomaria Ahlem Othmani,Robert Bunet,Jean-Luc Bonnefont,Jean-François Briand,Gérald Culioli Journal of Applied Phycology, 2016, 28 (3), pp.1975 - 1986. ⟨10.1007/s10811-015-0668-4⟩ Article dans une revue hal-03603801v1
A novel Computer-Aided Tree Species Identification method based on Burst Wind Segmentation of 3D bark textures Alice Ahlem Othmani,Cansen Jiang,Nicolas Lomenie,Jean-Marie Favreau,Alexandre Pibouleet al. Machine Vision and Applications, 2016, 27 (5), pp.751 - 766. ⟨10.1007/s00138-015-0738-2⟩ Article dans une revue hal-01434595v1
Single tree species classification from Terrestrial Laser Scanning data for forest inventory Ahlem Othmani,L.F.C. Lew Yan Voon,Christophe Stolz,Alexandre Piboule Pattern Recognition Letters, 2013, 34 (16), pp.2144-2150. ⟨10.1016/j.patrec.2013.08.004⟩ Article dans une revue istex hal-00903442v1
Anti-microfouling properties of compounds isolated from several Mediterranean Dictyota spp. Ahlem Othmani,Naïma Bouzidi,Yannick Viano,Zahia Alliche,Halima Seridiet al. Journal of Applied Phycology, 2013, ⟨10.1007/s10811-013-0185-2⟩ Article dans une revue hal-01364374v1

Communication dans un congrès (20)

Leveraging Auto-distillation and Generative Self-supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems Eya Mhedhbi,Youssef Mourchid,Alice Othmani The 13th International Conference on Computational Data and Social Networks, Dec 2024, Bangkok Metropolitan Region (Pathum Thani), Thailand. pp.35-47, ⟨10.1007/978-981-96-6389-7_4⟩ Communication dans un congrès hal-05322223v1
Dbahnet: Dual-Branch Attention-Based Hybrid Network for High-Resolution 3d Micro-Ct Bone Scan Segmentation Amine Lagzouli,Peter Pivonka,David Ml Cooper,Vittorio Sansalone,Alice Othmani 2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece. pp.1-5, ⟨10.1109/ISBI56570.2024.10635241⟩ Communication dans un congrès hal-04761185v1
Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection Alice Othmani,Thibaut Bizet,Tanguy Pellerin,Badr Hamdi,Marc-Antoine Bocket al. Recent Trends in Image Processing and Pattern Recognition (RTIP2R), Dec 2022, Kingsville, United States. pp.34-45, ⟨10.1007/978-3-031-23599-3_4⟩ Communication dans un congrès hal-04323260v1
PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach Mustaqeem Khan,Ufaq Khan,Alice Othmani 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.382-385, ⟨10.1109/CBMS58004.2023.00248⟩ Communication dans un congrès hal-04322946v1
An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms Alice Othmani,Muhammad Muzammel Predictive Intelligence in Medicine: 6th International Workshop, PRIME, Oct 2023, Vancouver, Canada. pp.206-217, ⟨10.1007/978-3-031-46005-0_18⟩ Communication dans un congrès hal-04323123v1
Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative Yun Xin Teoh,Alice Othmani,Siew Li Goh,Juliana Usman,Khin Wee Lai 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2023, Istanbul, France. pp.4148-4153, ⟨10.1109/BIBM58861.2023.10385415⟩ Communication dans un congrès hal-04613315v1
A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews Mamadou Dia,Ghazaleh Khodabandelou,Alice Othmani 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2023, L'Aquila, Italy. pp.700-705, ⟨10.1109/CBMS58004.2023.00303⟩ Communication dans un congrès hal-04323050v1
Développement d'un algorithme automatisé de segmentation et d'enregistrement d'images pour l'évaluation du remodelage osseux avec de l'apprentissage automatique profond Amine Lagzouli,Vittorio Sansalone,Peter Pivonka,Alice Othmani Congrès des Jeunes Chercheurs en Mécanique (Méca-J), Aug 2023, On Line, France Communication dans un congrès hal-04544708v1
Monitoring Application-driven Continuous Affect Recognition From Video Frames Stephen Khor Wen Hwooi,Alice Othmani,Aznul Qalid Md Sabri IVSP 2023: 2023 5th International Conference on Image, Video and Signal Processing, Mar 2023, Singapore, Singapore. pp.36-42, ⟨10.1145/3591156.3591161⟩ Communication dans un congrès hal-04323241v1
Multi-Annotation Attention Model for Video Summarization Hacene Terbouche,Maryan Morel,Mariano Rodriguez,Alice Othmani 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023, Vancouver, France. pp.3143-3152, ⟨10.1109/CVPRW59228.2023.00316⟩ Communication dans un congrès hal-04614668v1
Towards a General Deep Feature Extractor for Facial Expression Recognition Liam Schoneveld,Alice Othmani 2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.2339-2342, ⟨10.1109/ICIP42928.2021.9506025⟩ Communication dans un congrès hal-04323693v1
Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study Muhammad Muzammel,Alice Othmani,Himadri Mukherjee,Hanan Salam 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2021, Aveiro, Portugal. pp.62-67, ⟨10.1109/CBMS52027.2021.00018⟩ Communication dans un congrès hal-04323722v1
How Intense Are Your Words? Understanding Emotion Intensity from Speech Himadri Mukherjee,Hanan Salam,Alice Othmani,K.C. Santosh 2021 IEEE 21st International Conference on Communication Technology (ICCT), Oct 2021, Tianjin, China. pp.1280-1286, ⟨10.1109/ICCT52962.2021.9658078⟩ Communication dans un congrès hal-04323634v1
Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech Alice Othmani,Daoud Kadoch,Kamil Bentounes,Emna Rejaibi,Romain Alfredet al. Pattern Recognition. ICPR International Workshops and Challenges, Jan 2021, Paris, France. pp.5-19, ⟨10.1007/978-3-030-68790-8_1⟩ Communication dans un congrès hal-04323677v1
Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study Muhammad Ilyas,Alice Othmani,Amine Nait-Ali PRedictive Intelligence in MEdicine (PRIME), Sep 2018, Granada, Spain. pp.34-41, ⟨10.1007/978-3-030-00320-3_5⟩ Communication dans un congrès hal-04324141v1
A Framework for Mesh Segmentation and Annotation using Ontologies Thomas Dietenbeck,Ahlem Othmani,Marco Attene,Jean-Marie Favreau 15 ème conférence internationale sur l'extraction et la gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg Communication dans un congrès hal-01116702v1
Identification des espèces d'arbres à partir de données T-LiDAR Tree species identification using T-LiDAR data Ahlem Othmani,Christophe Stolz,Lfc. Lew Yan Voon,Alexandre Piboule Orasis 2013, Jun 2013, cluny, France Communication dans un congrès hal-00932331v1
Region-based segmentation on depth images from a 3D reference surface for tree species recognition. Ahlem Othmani,Nicolas Lomenie,Piboule Alexandre,Christophe Stolz,Lew Fock Chong Lew Yan Voon IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.0003399 Communication dans un congrès hal-00923704v1
Towards automated and operational forest inventories with T-Lidar Ahlem Othmani,Alexandre Piboule,M. Krebs,C. Stolz,L.F.C. Lew Yan Voon 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems (SilviLaser 2011), Oct 2011, Hobart, Australia Communication dans un congrès hal-00646403v1
Ontology-driven Image Analysis for Histopathological Images Ahlem Othmani,Carole Meziat,Nicolas Loménie ISVC 2010 : 6th International Symposium on Visual Computing, Nov 2010, Las Vegas, United States Communication dans un congrès hal-00646394v2

Chapitre d'ouvrage (4)

Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural Networks Ahana Bandyopadhyay,Sourodip Ghosh,Moinak Bose,Arun Singh,Alice Othmaniet al. Recent Trends in Image Processing and Pattern Recognition, 1704, Springer Nature Switzerland, pp.12-21, 2023, Communications in Computer and Information Science, ⟨10.1007/978-3-031-23599-3_2⟩ Chapitre d'ouvrage hal-04326076v1
Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection Alice Othmani,Thibaut Bizet,Tanguy Pellerin,Badr Hamdi,Marc-Antoine Bocket al. Recent Trends in Image Processing and Pattern Recognition, 1704, Springer Nature Switzerland, pp.34-45, 2023, Communications in Computer and Information Science, ⟨10.1007/978-3-031-23599-3_4⟩ Chapitre d'ouvrage hal-04326106v1
Biometrics from Cellular Imaging Alice Ahlem Othmani,Sreetama Basu,Amulya Nidhi Shrivastava,Sinem Aslan,Francesco de Carliet al. Biometrics under Biomedical Considerations, Springer Singapore, pp.229-252, 2019, Series in BioEngineering, 978-981-13-1143-7. ⟨10.1007/978-981-13-1144-4_11⟩ Chapitre d'ouvrage hal-05349273v1
Multi-layer Ontologies for Integrated 3D Shape Segmentation and Annotation Thomas Dietenbeck,Fakhri Torkhani,Ahlem Othmani,Marco Attene,Jean-Marie Favreau Advances in Knowledge Discovery and Management, 2016, ⟨10.1007/978-3-319-45763-5_10⟩ Chapitre d'ouvrage hal-01619338v1

Brevet (1)

PROCEDE POUR DETERMINER LE NIVEAU DE POLLUTIONDANS LE SOUS-SOL D’UN SITE Alice Othmani,Aurélien Triger,Muhammad Muzammel,Tanguy Westelynck France, N° de brevet: FR2101972. 2022 Brevet hal-04336907v1

Pré-publication, Document de travail (1)

Machine Learning-based Approaches for Post-Traumatic Stress Disorder Diagnosis using Video and EEG Sensors: A Review Alice Othmani,Bechir Brahem,Younes Haddou,Mustaqueem Khan 2023 Pré-publication, Document de travail (preprint/prepublication) hal-04336913v1

Thèse (2)

Médiation chimique entre l’algue brune méditerranéenne Taonia atomaria et la communauté bactérienne associée à sa surface Ahlem Othmani Chimie organique. Université de Toulon, 2014. Français. ⟨NNT : 2014TOUL0001⟩ Thèse tel-01017437v1
Identification automatisée des espèces d'arbres dans des scans laser 3D réalisés en forêt Ahlem Othmani Traitement du signal et de l'image [eess.SP]. Université de Bourgogne, 2014. Français. ⟨NNT : 2014DIJOS012⟩ Thèse tel-01136693v1