DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. - Shehroz S. Khan; Tong Zhu; Bing Ye; Alex Mihailidis; Andrea Iaboni; Kristine Newman; Angel He Wang; Lori Schindel Martin (ICDM Workshops, 2017)

Agitation Detection in People Living with Dementia using Multimodal Sensors. - Shehroz S. Khan; Sofija Spasojevic; Jacob Nogas; Bing Ye; Alex Mihailidis; Andrea Iaboni; Angel He Wang; Lori Schindel Martin; Kristine Newman (EMBC, 2019)

Challenges in Collecting Big Data in A Clinical Environment with Vulnerable Population: Lessons Learned from A Study Using A Multi-modal Sensors Platform. - Bing Ye; Shehroz S. Khan; Belkacem Chikhaoui; Andrea Iaboni; Lori Schindel Martin; Kristine Newman; Angel He Wang; Alex Mihailidis (Sci. Eng. Ethics, 2019)

Tracking agitation in people living with dementia in a care environment. - Shehroz S. Khan; Thaejaesh Sooriyakumaran; Richard K. Brewer; Sofija Spasojevic; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (Canadian AI, 2021)

Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video *. - Andrea Sabo; Sina Mehdizadeh; Andrea Iaboni; Babak Taati (EMBC, 2021)

Tracking agitation in people living with dementia in a care environment. - Shehroz S. Khan; Thaejaesh Sooriyakumaran; Katherine Rich; Sofija Spasojevic; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (CoRR, 2021)

A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. - Sofija Spasojevic; Jacob Nogas; Andrea Iaboni; Bing Ye; Alex Mihailidis; A. Wang; S. J. Li; Lori Schindel Martin; Kristine Newman; Shehroz S. Khan (J. Heal. Informatics Res., 2021)

Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia. - Shehroz S. Khan; Pratik K. Mishra; Nizwa Javed; Bing Ye; Kristine Newman; Alex Mihailidis; Andrea Iaboni (IEEE Access, 2022)

Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos. - Pratik K. Mishra; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Shehroz S. Khan (CoRR, 2022)

Indoor Location Data for Tracking Human Behaviours: A Scoping Review. - Leia C. Shum; Reza Faieghi; Terry Borsook; Tamim Faruk; Souraiya Kassam; Hoda Nabavi; Sofija Spasojevic; James Tung; Shehroz S. Khan; Andrea Iaboni (Sensors, 2022)

Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. - Andrea Sabo; Sina Mehdizadeh; Andrea Iaboni; Babak Taati (IEEE J. Biomed. Health Informatics, 2022)

Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia. - Abeer A. Badawi; Khalid Elgazzar; Bing Ye; Kristine Newman; Alex Mihailidis; Andrea Iaboni; Shehroz S. Khan (CCECE, 2023)

Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit. - Shehroz S. Khan; Pratik K. Mishra; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (CRV, 2023)

Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. - Caroline Malin-Mayor; Vida Adeli; Andrea Sabo; Sergey Noritsyn; Carolina Gorodetsky; Alfonso Fasano; Andrea Iaboni; Babak Taati (PRIME@MICCAI, 2023)

Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia. - Zhidong Meng; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Zhihong Deng; Shehroz S. Khan (CoRR, 2023)

Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? - Laura C. Maclagan; Mohamed Abdalla 001; Daniel A. Harris; Therese A. Stukel; Branson Chen; Elisa Candido; Richard H. Swartz; Andrea Iaboni; Liisa Jaakkimainen; Susan E. Bronskill (J. Heal. Informatics Res., 2023)

Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia. - Vida Adeli; Navid Korhani; Andrea Sabo; Sina Mehdizadeh; Avril Mansfield; Alastair Flint; Andrea Iaboni; Babak Taati (IEEE J. Biomed. Health Informatics, 2023)

Walking path images from real-time location data predict degree of cognitive impairment. - Tamim Faruk; Leia C. Shum; Andrea Iaboni; Shehroz S. Khan (Artif. Intell. Medicine, 2023)

Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. - Vida Adeli; Soroush Mehraban; Irene Ballester; Yasamin Zarghami; Andrea Sabo; Andrea Iaboni; Babak Taati (FG, 2024)

Depth-Weighted Detection of Behaviours of Risk in People with Dementia using Cameras. - Pratik K. Mishra; Irene Ballester; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Shehroz S. Khan (CoRR, 2024)

GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain. - Vida Adeli; Soroush Mehraban; Majid Mirmehdi; Alan L. Whone; Benjamin Filtjens; Amirhossein Dadashzadeh; Alfonso Fasano; Andrea Iaboni; Babak Taati (CoRR, 2025)

A Novel Multi-Modal Sensor Dataset and Benchmark to Detect Agitation in People Living with Dementia in a Residential Care Setting. - Shehroz S. Khan; Pratik K. Mishra; Bing Ye; Smit Patel; Kristine Newman; Alex Mihailidis; Andrea Iaboni (ACM Trans. Comput. Heal., 2025)

CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment. - Vida Adeli; Ivan Klabucar; Javad Rajabi; Benjamin Filtjens; Soroush Mehraban; Diwei Wang; Hyewon Seo; Trung-Hieu Hoang; Minh N. Do; Candice Müller; Claudia Oliveira; Daniel Boari Coelho; et al. (CoRR, 2025)

FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding. - Soroush Mehraban; Andrea Iaboni; Babak Taati (CoRR, 2025)