Andrea Iaboni

27 papers B 1Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Multi-Modal Sensor Dataset and Benchmark to Detect Agitation in People Living with Dementia in a Residential Care Setting.
ACM Trans. Comput. Heal.
Shehroz S. Khan, Pratik K. Mishra, Bing Ye, Smit Patel, Kristine Newman, Alex Mihailidis, Andrea Iaboni
2025 J jnl
CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment.
CoRR
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, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, HyeokHyen Kwon, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia C. Shum, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati
2025 J jnl
FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding.
CoRR
Soroush Mehraban, Andrea Iaboni, Babak Taati
2025 J jnl
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain.
CoRR
Vida Adeli, Soroush Mehraban, Majid Mirmehdi, Alan L. Whone, Benjamin Filtjens, Amirhossein Dadashzadeh, Alfonso Fasano, Andrea Iaboni, Babak Taati
2024 B conf
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences.
FG
Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
2024 J jnl
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences.
CoRR
Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
2024 J jnl
Depth-Weighted Detection of Behaviours of Risk in People with Dementia using Cameras.
CoRR
Pratik K. Mishra, Irene Ballester, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan
2023 J jnl
Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia.
IEEE J. Biomed. Health Informatics
Vida Adeli, Navid Korhani, Andrea Sabo, Sina Mehdizadeh, Avril Mansfield, Alastair Flint, Andrea Iaboni, Babak Taati
2023 J jnl
Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing?
J. Heal. Informatics Res.
Laura C. Maclagan, Mohamed Abdalla, Daniel A. Harris, Therese A. Stukel, Branson Chen, Elisa Candido, Richard H. Swartz, Andrea Iaboni, Liisa Jaakkimainen, Susan E. Bronskill
2023 — conf
Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit.
CRV
Shehroz S. Khan, Pratik K. Mishra, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
2023 — conf
Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia.
CCECE
Abeer A. Badawi, Khalid Elgazzar, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni, Shehroz S. Khan
2023 — conf
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia.
PRIME@MICCAI
Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
2023 J jnl
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia.
CoRR
Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
2023 J jnl
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia.
CoRR
Zhidong Meng, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Zhihong Deng, Shehroz S. Khan
2023 J jnl
Walking path images from real-time location data predict degree of cognitive impairment.
Artif. Intell. Medicine
Tamim Faruk, Leia C. Shum, Andrea Iaboni, Shehroz S. Khan
2022 J jnl
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia.
IEEE J. Biomed. Health Informatics
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2022 J jnl
Indoor Location Data for Tracking Human Behaviours: A Scoping Review.
Sensors
Leia C. Shum, Reza Faieghi, Terry Borsook, Tamim Faruk, Souraiya Kassam, Hoda Nabavi, Sofija Spasojevic, James Tung, Shehroz S. Khan, Andrea Iaboni
2022 J jnl
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos.
CoRR
Pratik K. Mishra, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan
2022 J jnl
Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia.
IEEE Access
Shehroz S. Khan, Pratik K. Mishra, Nizwa Javed, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni
2021 J jnl
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors.
J. Heal. Informatics Res.
Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan
2021 J jnl
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia.
CoRR
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2021 — conf
Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video
EMBC
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2021 — conf
Tracking agitation in people living with dementia in a care environment.
Canadian AI
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Richard K. Brewer, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
2021 J jnl
Tracking agitation in people living with dementia in a care environment.
CoRR
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
2019 — conf
Agitation Detection in People Living with Dementia using Multimodal Sensors.
EMBC
Shehroz S. Khan, Sofija Spasojevic, Jacob Nogas, Bing Ye, Alex Mihailidis, Andrea Iaboni, Angel He Wang, Lori Schindel Martin, Kristine Newman
2019 J jnl
Challenges in Collecting Big Data in A Clinical Environment with Vulnerable Population: Lessons Learned from A Study Using A Multi-modal Sensors Platform.
Sci. Eng. Ethics
Bing Ye, Shehroz S. Khan, Belkacem Chikhaoui, Andrea Iaboni, Lori Schindel Martin, Kristine Newman, Angel He Wang, Alex Mihailidis
2017 — conf
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network.
ICDM Workshops
Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin