Marion Pech Responsable Innovation et Veille Scientifique (Telecom Design)

Identifiants chercheurs

IdHAL :

marion-pech

ORCID :

0000-0003-3636-5231

IdRef :

257464077

Publications

Article dans une revue (9)

Broadening the lens: A review of multi-object tracking task and its use in cognitive training Marion Pech,Maxime Adolphe,Pierre-Yves Oudeyer,Hélène Sauzéon Acta Psychologica, 2025, 258, pp.105271. ⟨10.1016/j.actpsy.2025.105271⟩ Article dans une revue hal-05178433v1
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data Rupayan Mallick,Thinhinane Yebda,Jenny Benois-Pineau,Akka Zemmari,Marion Pechet al. IEEE MultiMedia, 2022, 29 (1), pp.7-17. ⟨10.1109/MMUL.2022.3147381⟩ Article dans une revue hal-04098094v1
Lessons Learned From the SoBeezy Program for Older Adults During the COVID-19 Pandemic: Experimentation and Evaluation Marion Pech,Antoine Gbessemehlan,Lucile Dupuy,Hélène Sauzéon,Stéphane Lafitteet al. JMIR Formative Research, 2022, 6 (11), ⟨10.2196/39185⟩ Article dans une revue hal-03887500v1
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data Rupayan Mallick,Thinhinane Yebda,Jenny Benois Pineau,Akka Zemmari,Marion Pechet al. IEEE MultiMedia, 2022, 29 (1), pp.7-17. ⟨10.1109/Mmul.2022.3147381⟩ Article dans une revue hal-03723815v1
The &quot;Alzheimer Village&quot;: Assessment of Alzheimer's disease representations in the general population: A cross sectional phone survey Marion Pech,Celine Meillon,Manon Marquet,Jean-Francois Dartigues,Helene Amieva Alzheimer's & Dementia : the Journal of the Alzheimer's Association, 2022, 8 (1), ⟨10.1002/trc2.12328⟩ Article dans une revue hal-03834233v1
Fall detection and prevention systems of homecare for the elderly: myth or reality? Marion Pech,Helene Sauzeon,Thinhinane Yebda,Jenny Benoit-Pineau,Helene Amieva JMIR Aging, 2021, 4 ((4):e29744), pp.8. ⟨10.2196/29744⟩ Article dans une revue hal-03435416v1
Falls Detection and Prevention Systems in Home Care for Older Adults: Myth or Reality? Marion Pech,Hélène Sauzéon,Thinhinane Yebda,Jenny Benois-Pineau,Helene Amieva JMIR Aging, 2021, 4 (4), pp.e29744. ⟨10.2196/29744⟩ Article dans une revue hal-03549071v1
Older People Facing the Crisis of COVID-19: Between Fragility and Resilience Helene Amieva,Jose-Alberto Avila-Funes,Sybille Caillot-Ranjeva,Jean-Francois Dartigues,Michele Kolecket al. The Journal of Frailty & Aging, 2020, 10 (2), pp.184-186. ⟨10.14283/jfa.2020.60⟩ Article dans une revue hal-04713745v1
Older People Facing the Crisis of COVID-19: Between Fragility and Resilience Helene Amieva,Jose-Alberto Avila-Funes,Sybille Caillot-Ranjeva,Jean-Francois Dartigues,Michele Kolecket al. The Journal of Frailty & Aging, 2020, ⟨10.14283/jfa.2020.60⟩ Article dans une revue hal-03169826v1

Poster de conférence (2)

Les bénéfices d'un entrainement cognitif informatisé et individualisé chez les personnes âgées Marion Pech,Maxime Adolphe,Pierre-Yves Oudeyer,Hélène Sauzéon Fedrha 2024 - La Fédération pour la Recherche sur le Handicap et l’Autonomie, Nov 2024, Bordeaux, France Poster de conférence hal-04848811v1
A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data Rupayan Mallick,Thinhinane Yebda,Akka Zemmari,Marion Pech,Helene Amievaet al. 2021 International Conference on Content-Based Multimedia Indexing (CBMI), Jun 2021, Lille, France. IEEE, pp.1-6, ⟨10.1109/CBMI50038.2021.9461910⟩ Poster de conférence hal-04098173v1

Thèse (1)

Détection de situations à risques en vie quotidienne chez des personnes âgées fragiles au moyen de méthodes d'intelligence artificielle : expérimentation d'un dispositif en population générale Marion Pech Psychologie. Université de Bordeaux, 2023. Français. ⟨NNT : 2023BORD0057⟩ Thèse tel-04133026v1

Pré-publication, Document de travail (1)

Exploring the Potential of Artificial Intelligence in Individualized Cognitive Training: a Systematic Review Maxime Adolphe,Marion Pech,Masataka Sawayama,Denis Maurel,Alexandra Delmaset al. 2023 Pré-publication, Document de travail hal-04363997v1

Communication dans un congrès (2)

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data Rupayan Mallick,Jenny Benois-Pineau,Akka Zemmari,Thinhinane Yebda,Marion Pechet al. 2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.2778-2784, ⟨10.1109/ICPR56361.2022.9956675⟩ Communication dans un congrès hal-04087982v1
A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data Rupayan Mallick,Jenny Benois-Pineau,Akka Zemmari,Marion Pech,Thinhinane Yebdaet al. ICMR '22: International Conference on Multimedia Retrieval, Jun 2022, Newark NJ USA, France. pp.22-26, ⟨10.1145/3512731.3534212⟩ Communication dans un congrès hal-04088005v1