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Works (10)

Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost

Biomedical Signal Processing and Control
2025-02 | Journal article
Contributors: Jad Botros; Farah Mourad-Chehade; David Laplanche
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CSI-Based Human Activity Recognition via Lightweight CNN Model and Data Augmentation

IEEE Sensors Journal
2024-08-01 | Journal article
Contributors: Hadi El Zein; Farah Mourad-Chehade; Hassan Amoud
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Advancing Cough Classification: Swin Transformer vs. 2D CNN with STFT and Augmentation Techniques

Electronics
2024-03-22 | Journal article
Contributors: Malak Ghourabi; Farah Mourad-Chehade; Aly Chkeir
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Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach

Sensors
2023-02-07 | Journal article
Contributors: Malak Ghourabi; Farah Mourad-Chehade; Aly Chkeir
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Automation of the Timed Up and Go Test Using a Doppler Radar System for Gait and Balance Analysis in Elderly People

Journal of Healthcare Engineering
2023-01 | Journal article
Contributors: Racha Soubra; Farah Mourad-Chehade; Aly Chkeir; Daniel H. K. Chow
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CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals

Sensors
2022-11-26 | Journal article
Contributors: Jad Botros; Farah Mourad-Chehade; David Laplanche
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Clustering of a Health Dataset Using Diagnosis Co-Occurrences

Applied Sciences
2021-03-07 | Journal article
Contributors: Adrien Wartelle; Farah Mourad-Chehade; Farouk Yalaoui; Jan Chrusciel; David Laplanche; Stéphane Sanchez
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Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking

IEEE Transactions on Aerospace and Electronic Systems
2020-12 | Journal article
Contributors: Daniel Alshamaa; Farah Mourad-Chehade; Paul Honeine; Aly Chkeir
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An Evidential Framework for Localization of Sensors in Indoor Environments

Sensors
2020-01-06 | Journal article
Contributors: Daniel Alshamaa; Farah Mourad-Chehade; Paul Honeine; Aly Chkeir
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Decentralized Kernel-Based Localization in Wireless Sensor Networks Using Belief Functions

IEEE Sensors Journal
2019-06-01 | Journal article
Contributors: Daniel Alshamaa; Farah Mourad-Chehade; Paul Honeine
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