Publications | Abeer Badawi

Detecting coronavirus from chest X-rays using transfer learning

Fri, 01 Jan 2021 00:00:00 +0000

Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia | CCECE 2023

Sun, 01 Jan 2023 00:00:00 +0000

Institutions:

Electrical and Computer Engineering, Ontario Tech University, Oshawa, ON, Canada.
KITE, Toronto Rehabilitation Institute, University Health Network, Canada.
University of Toronto, Canada.

A Scoping Review of Algorithmic Equity, Data Diversity, and Inclusive Design in the Transformer Era of Clinical NLP | medRxiv 2025

Wed, 01 Jan 2025 00:00:00 +0000

Institutions:

Faculty of Health, York University, Toronto, Canada.
Vector Institute for Artificial Intelligence, Toronto, Canada.

Multimodal Detection of Agitation in People With Dementia in Clinical Settings: Observational Pilot Study | JMIR Aging 2025

Wed, 01 Jan 2025 00:00:00 +0000

Institutions:

Internet of Things (IoT) Research Lab, Department of Electrical and Computer Engineering, Ontario Tech University, Oshawa, ON, Canada
Ontario Shores Centre for Mental Health Sciences, Whitby, ON, Canada
Department of Psychiatry, Western University, London, ON, Canada
Faculty of Science, Ontario Tech University, Oshawa, ON, Canada
Canadian University of Dubai, Dubai, United Arab Emirates
Temerty Faculty of Medicine, University of Toronto, Toronto, Canada

Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization | EMNLP 2025

Wed, 01 Jan 2025 00:00:00 +0000

Institutions:

Dalhousie University, Canada
Vector Institute, Canada
York University, Canada

When Can We Trust LLMs in Mental Health? Large-scale Benchmarks for Reliable LLM Evaluation

Wed, 01 Jan 2025 00:00:00 +0000

Institutions:

York University, Canada
Vector Institute, Canada
Dalhousie University, Canada
IWK Health Hospital, Canada
King’s College London, UK

Position: Beyond Assistance—Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care | ICML 2025

Wed, 01 Jan 2025 00:00:00 +0000

Institutions:

York University, Canada
Vector Institute, Canada
Information Retrieval and Knowledge Management Research Lab, York University, Canada
Dialpad Inc., Canada

Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, 2025.

Combining Video-Based Skeletal and Wearable Physiological Data for Early Detection of Agitation in Dementia Using Deep Learning

Wed, 01 Jan 2025 00:00:00 +0000

A Real-Time System for Monitoring and Managing Neuropsychiatric Symptoms in Dementia Patients

Mon, 01 Jan 2024 00:00:00 +0000

Leveraging self-training and variational autoencoder for agitation detection in people with dementia using wearable sensors

Mon, 01 Jan 2024 00:00:00 +0000

Profile of NPS in Neurocognitive Disorders: Sex Differences, and Identifying Targets for Digital Biometrics

Mon, 01 Jan 2024 00:00:00 +0000

Artificial intelligence and features investigating to detect neuropsychiatric symptoms in patients with dementia: A pilot study

Sun, 01 Jan 2023 00:00:00 +0000

P171: Identifying pre-agitation biometric signature in dementia patients: A feasibility study

Sun, 01 Jan 2023 00:00:00 +0000

S13: Technology enabled care for neuropsychiatric symptoms of dementia: implementation at the point of care

Sun, 01 Jan 2023 00:00:00 +0000

12-lead ECG platform for real-time monitoring and early anomaly detection

Sat, 01 Jan 2022 00:00:00 +0000

Energy saving on constrained 12-leads real-time ECG monitoring

Sat, 01 Jan 2022 00:00:00 +0000

Xbeats: A real-time electrocardiogram monitoring and analysis system

Sat, 01 Jan 2022 00:00:00 +0000

3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization

Fri, 01 Jan 2021 00:00:00 +0000

ECG real-time monitoring and heart anomaly detection reimagined

Fri, 01 Jan 2021 00:00:00 +0000

Sensor Type, Axis, and Position-Based Fusion and Feature Selection for Multimodal Human Daily Activity Recognition in Wearable Body Sensor Networks

Wed, 01 Jan 2020 00:00:00 +0000

Daily activity recognition using wearable sensors via machine learning and feature selection

Tue, 01 Jan 2019 00:00:00 +0000

Education development employing latest free space optical research papers for undergraduate communication engineering students in class and examination

Tue, 01 Jan 2019 00:00:00 +0000

Multimodal human activity recognition from wearable inertial sensors using machine learning

Tue, 01 Jan 2019 00:00:00 +0000