CV HAL - Marion Pech

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 Pech et al.

IEEE MultiMedia, 2022, 29 (1), pp.7-17. ⟨10.1109/MMUL.2022.3147381⟩

Article dans une revue hal-04098094v1

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 Pech et al.

IEEE MultiMedia, 2022, 29 (1), pp.7-17. ⟨10.1109/Mmul.2022.3147381⟩

Article dans une revue hal-03723815v1

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 Lafitte et al.

JMIR Formative Research, 2022, 6 (11), ⟨10.2196/39185⟩

Article dans une revue hal-03887500v1

The "Alzheimer Village": 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 Koleck et 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 Koleck et al.

The Journal of Frailty & Aging, 2020, ⟨10.14283/jfa.2020.60⟩

Article dans une revue hal-03169826v1

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 Amieva et 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

Exploring the Potential of Artificial Intelligence in Individualized Cognitive Training: a Systematic Review

Maxime Adolphe , Marion Pech , Masataka Sawayama , Denis Maurel , Alexandra Delmas et al.

2023

Pré-publication, Document de travail hal-04363997v1

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

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data

Rupayan Mallick , Jenny Benois-Pineau , Akka Zemmari , Thinhinane Yebda , Marion Pech et 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 Yebda et 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

Marion Pech

Publications

Publications

Broadening the lens: A review of multi-object tracking task and its use in cognitive training

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data

Lessons Learned From the SoBeezy Program for Older Adults During the COVID-19 Pandemic: Experimentation and Evaluation

The "Alzheimer Village": Assessment of Alzheimer's disease representations in the general population: A cross sectional phone survey

Fall detection and prevention systems of homecare for the elderly: myth or reality?

Falls Detection and Prevention Systems in Home Care for Older Adults: Myth or Reality?

Older People Facing the Crisis of COVID-19: Between Fragility and Resilience

Older People Facing the Crisis of COVID-19: Between Fragility and Resilience

Les bénéfices d'un entrainement cognitif informatisé et individualisé chez les personnes âgées

A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data

Exploring the Potential of Artificial Intelligence in Individualized Cognitive Training: a Systematic Review

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

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data

A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data