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2020 – today
- 2024
[c8]Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati:
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. FG 2024: 1-10- [i7]Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati:
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. CoRR abs/2405.17817 (2024) - [i6]Pratik K. Mishra, Irene Ballester, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan:
Depth-Weighted Detection of Behaviours of Risk in People with Dementia using Cameras. CoRR abs/2408.15519 (2024) - 2023
- [j8]Tamim Faruk, Leia C. Shum, Andrea Iaboni
, Shehroz S. Khan:
Walking path images from real-time location data predict degree of cognitive impairment. Artif. Intell. Medicine 144: 102657 (2023) - [j7]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:
Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? J. Heal. Informatics Res. 7(1): 42-58 (2023) - [j6]Vida Adeli, Navid Korhani, Andrea Sabo, Sina Mehdizadeh, Avril Mansfield, Alastair Flint, Andrea Iaboni, Babak Taati:
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 27(7): 3599-3609 (2023) - [c7]Abeer A. Badawi, Khalid Elgazzar, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni, Shehroz S. Khan:
Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia. CCECE 2023: 77-82 - [c6]Shehroz S. Khan, Pratik K. Mishra, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis:
Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit. CRV 2023: 265-272 - [c5]Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati:
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. PRIME@MICCAI 2023: 265-276 - [i5]Zhidong Meng, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Zhihong Deng, Shehroz S. Khan:
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia. CoRR abs/2302.03224 (2023) - [i4]Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati:
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. CoRR abs/2308.11484 (2023) - 2022
- [j5]Shehroz S. Khan, Pratik K. Mishra, Nizwa Javed, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni:
Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia. IEEE Access 10: 10349-10358 (2022) - [j4]Leia C. Shum, Reza Faieghi, Terry Borsook, Tamim Faruk, Souraiya Kassam, Hoda Nabavi, Sofija Spasojevic, James Tung, Shehroz S. Khan, Andrea Iaboni:
Indoor Location Data for Tracking Human Behaviours: A Scoping Review. Sensors 22(3): 1220 (2022) - [j3]Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. IEEE J. Biomed. Health Informatics 26(5): 2288-2298 (2022) - [i3]Pratik K. Mishra, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan:
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos. CoRR abs/2212.10682 (2022) - 2021
- [j2]Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan:
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. J. Heal. Informatics Res. 5(3): 342-358 (2021) - [c4]Shehroz S. Khan, Thaejaesh Sooriyakumaran, Richard K. Brewer, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis:
Tracking agitation in people living with dementia in a care environment. Canadian AI 2021 - [c3]Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video *. EMBC 2021: 5700-5703 - [i2]Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis:
Tracking agitation in people living with dementia in a care environment. CoRR abs/2104.09305 (2021) - [i1]Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia. CoRR abs/2105.03464 (2021)
2010 – 2019
- 2019
- [j1]Bing Ye, Shehroz S. Khan, Belkacem Chikhaoui, Andrea Iaboni, Lori Schindel Martin, Kristine Newman, Angel He Wang, Alex Mihailidis:
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 25(5): 1447-1466 (2019) - [c2]Shehroz S. Khan, Sofija Spasojevic, Jacob Nogas, Bing Ye, Alex Mihailidis, Andrea Iaboni, Angel He Wang, Lori Schindel Martin, Kristine Newman:
Agitation Detection in People Living with Dementia using Multimodal Sensors. EMBC 2019: 3588-3591 - 2017
- [c1]Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin:
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. ICDM Workshops 2017: 703-710
Coauthor Index
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last updated on 2024-10-09 20:31 CEST by the dblp team
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