Paper-Conference

Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support

Authors: Mizanur Rahman*, Abeer Badawi*, Elahe Rahimi, Laleh Seyyed-Kalantari, Frank Rudzicz, Enamul Hoque, Elham Dolatabadi. *Equal contribution.

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

𝐀𝐮𝐭𝐡𝐨𝐫𝐬: 𝐄𝐥𝐚𝐡𝐞 𝐑𝐚𝐡𝐢𝐦𝐢, 𝐇𝐚𝐬𝐬𝐚𝐧 𝐒𝐚𝐣𝐣𝐚𝐝, 𝐃𝐨𝐦𝐞𝐧𝐢𝐜 𝐑𝐨𝐬𝐚𝐭𝐢, 𝐀𝐛𝐞𝐞𝐫 𝐁𝐚𝐝𝐚𝐰𝐢, 𝐄𝐥𝐡𝐚𝐦 𝐃𝐨𝐥𝐚𝐭𝐚𝐛𝐚𝐝𝐢, 𝐅𝐫𝐚𝐧𝐤 𝐑𝐮𝐝𝐳𝐢𝐜𝐳.

Abeer Badawi

• Jan 1, 2025 • 1 min read

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

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

𝐀𝐮𝐭𝐡𝐨𝐫𝐬: 𝐀𝐛𝐞𝐞𝐫 𝐁𝐚𝐝𝐚𝐰𝐢, 𝐌𝐝 𝐓𝐚𝐡𝐦𝐢𝐝 𝐑𝐚𝐡𝐦𝐚𝐧 𝐋𝐚𝐬𝐤𝐚𝐫, 𝐉𝐢𝐦𝐦𝐲 𝐗𝐢𝐚𝐧𝐠𝐣𝐢 𝐇𝐮𝐚𝐧𝐠, 𝐒𝐡𝐚𝐢𝐧𝐚 𝐑𝐚𝐳𝐚, 𝐄𝐥𝐡𝐚𝐦 𝐃𝐨𝐥𝐚𝐭𝐚𝐛𝐚𝐝𝐢.

Abeer Badawi

• Jan 1, 2025 • 1 min read

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

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

Abeer Badawi

• Jan 1, 2024 • 1 min read

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

Abeer Badawi

• Jan 1, 2023 • 1 min read

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

𝐀𝐮𝐭𝐡𝐨𝐫𝐬: 𝐀𝐛𝐞𝐞𝐫 𝐁𝐚𝐝𝐚𝐰𝐢, 𝐊𝐡𝐚𝐥𝐢𝐝 𝐄𝐥𝐠𝐚𝐳𝐳𝐚𝐫, 𝐁𝐢𝐧𝐠 𝐘𝐞, 𝐊𝐫𝐢𝐬𝐭𝐢𝐧𝐞 𝐍𝐞𝐰𝐦𝐚𝐧, 𝐀𝐥𝐞𝐱 𝐌𝐢𝐡𝐚𝐢𝐥𝐢𝐝𝐢𝐬, 𝐀𝐧𝐝𝐫𝐞𝐚 𝐈𝐚𝐛𝐨𝐧𝐢, 𝐒𝐡𝐞𝐡𝐫𝐨𝐳 𝐒. 𝐊𝐡𝐚𝐧.

Abeer Badawi

• Jan 1, 2023 • 1 min read

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

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