01
OPEN: A Benchmark Dataset and Baseline for Older Adult Patient Engagement Recognition in Virtual Rehabilitation Learning Environments
Ali Abedi, Sadaf Safa, Tracey Colella, Shehroz Khan
arXiv · 2025
https://doi.org/10.48550/arXiv.2507.17959
02
Artificial Intelligence–Driven Virtual Rehabilitation for People Living in the Community: A Scoping Review
Ali Abedi, Tracey Colella, Maureen Pakosh, Shehroz Khan
NPJ Digital Medicine · 2025
https://doi.org/10.1038/s41746-024-00998-w
03
Rehabilitation Exercise Quality Assessment Through Supervised Contrastive Learning With Hard and Soft Negatives
Mark Karlov, Ali Abedi, Shehroz Khan
Medical & Biological Engineering & Computing · 2025
https://doi.org/10.1007/s11517-024-03177-x
04
HEART-Watch: A Multimodal Physiological Dataset From a Google Pixel Watch Across Different Physical States
Jathushan Kaetheeswaran, Boyi Ma, Ali Abedi, Milad Lankarany, Shehroz Khan
arXiv · 2025
https://doi.org/10.48550/arXiv.2512.03988
05
AI-Driven Real-Time Monitoring of Cardiovascular Conditions With Wearable Devices: Scoping Review
Ali Abedi, Anshul Verma, Dherya Jain, Jathushan Kaetheeswaran, Cynthia Chui, Milad Lankarany, Shehroz Khan
JMIR mHealth and uHealth · 2025
https://doi.org/10.2196/73846
06
Explaining Recovery Trajectories of Older Adults Post Lower-Limb Fracture Using Modality-Wise Multiview Clustering and Large Language Models
Shehroz Khan, Ali Abedi, Charlene Chu
International Conference on Big Data Analytics and Knowledge Discovery · 2025
https://doi.org/10.1007/978-3-032-02215-8_22
07
Early Prediction of Agitation in Community-Dwelling People with Dementia Using Multimodal Sensors and Machine Learning: Benchmarking of State-of-the-Art Techniques
Ali Abedi, Charlene Chu, Shehroz Khan
International Joint Conference on Artificial Intelligence · 2025
https://doi.org/10.1007/978-981-95-0568-5_1
08
Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering
Jessica Tang, Ali Abedi, Tracey Colella, Shehroz Khan
International Joint Conference on Artificial Intelligence · 2025
https://doi.org/10.1007/978-981-95-0568-5_5
09
Dynamics of Affective States During Takeover Requests in Conditionally Automated Driving Among Older Adults with and Without Cognitive Impairment
Gelareh Hajian, Ali Abedi, Bing Ye, Jennifer Campos, Alex Mihailidis
International Joint Conference on Artificial Intelligence · 2025
https://doi.org/10.1007/978-981-95-0568-5_3
10
ChestGPT: Integrating Large Language Models and Vision Transformers for Disease Detection and Localization in Chest X-Rays
Shehroz Khan, Petar Przulj, Ahmed Ashraf, Ali Abedi
arXiv · 2025
https://doi.org/10.48550/arXiv.2507.03739
11
Prediction of Social Engagement in Long-Term Care Homes by Sex: A Population-Based Analysis Using Machine Learning
Ali Abedi, Shehroz Khan, Andrea Iaboni, Susan E Bronskill, Jennifer Bethell
Journal of Applied Gerontology · 2025
https://doi.org/10.1177/07334648241290589
12
Supervised Contrastive Learning for Ordinal Engagement Measurement
Sadaf Safa, Ali Abedi, Shehroz Khan
Conference on Robots and Vision · 2025
https://doi.org/10.21428/d82e957c.e69751f0
13
Multimodal Sensor Dataset for Monitoring Older Adults Post–Lower-Limb Fractures in Community Settings
Ali Abedi, Charlene Chu, Shehroz Khan
Scientific Data · 2025
https://doi.org/10.1038/s41597-025-05069-7
14
UlcerGPT: A Multimodal Approach Leveraging Large Language and Vision Models for Diabetic Foot Ulcer Image Transcription
Reza Basiri, Ali Abedi, Chau Nguyen, Milos Popovic, Shehroz Khan
International Conference on Pattern Recognition · 2025
https://doi.org/10.1007/978-3-031-88220-3_16
15
Cross-Modal Video-to-Body-Joints Augmentation for Rehabilitation Exercise Quality Assessment
Ali Abedi, Mobin Malmirian, Shehroz Khan
Joint European Conference on Machine Learning and Knowledge Discovery in Databases · 2025
https://doi.org/10.1007/978-3-031-74640-6_24
16
Engagement Measurement Based on Facial Landmarks and Spatiotemporal Graph Convolutional Networks
Ali Abedi, Shehroz Khan
International Conference on Pattern Recognition · 2024
https://doi.org/10.1007/978-3-031-78201-5_21
17
Correlations Between Social Isolation and Functional Decline in Older Adults After Lower Limb Fractures Using Multimodal Sensors: A Pilot Study
Faranak Dayyani, Charlene Chu, Ali Abedi, Shehroz Khan
Algorithms · 2024
https://doi.org/10.3390/a17090383
18
Development of an Adaptive Virtual Assistant to Support Virtual Rehabilitation of the Upper Limb After Stroke: A Co-Design Approach
Urvashy Gopaul, Shehroz Khan, Ali Abedi, Fateme Pourghasem, Mark Bayley, Tracey Colella
Archives of Physical Medicine and Rehabilitation · 2024
https://doi.org/10.1016/j.apmr.2024.02.162
19
FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks
Ali Abedi, Shehroz Khan
Multimedia Tools and Applications · 2024
https://doi.org/10.1007/s11042-023-15184-5
20
Affect-Driven Ordinal Engagement Measurement From Video
Ali Abedi, Shehroz Khan
Multimedia Tools and Applications · 2024
https://doi.org/10.1007/s11042-023-16345-2
21
Bag of States: A Non-Sequential Approach to Video-Based Engagement Measurement
Ali Abedi, Chinchu Thomas, Dinesh Babu Jayagopi, Shehroz Khan
Multimedia Systems · 2024
https://doi.org/10.1007/s00530-023-01244-1
22
Social Isolation in Older Adults Post Hip Surgery Is Correlated With Mobility and Physiological Indicators
Faranak Dayyani, Charlene Chu, Ali Abedi, Shehroz Khan
Innovation in Aging · 2023
https://doi.org/10.1093/geroni/igad104.2821
23
A Feasibility Study to Explore the Use of Real-Time Caregiver Reports for People Living With Dementia at Home to Label Multimodal Sensor Data
Charlene Chu, Ali Abedi, Faranak Dayyani, Shehroz Khan
Alzheimer's & Dementia · 2023
https://doi.org/10.1002/alz.077576
24
Detecting Disengagement in Virtual Learning as an Anomaly Using a Temporal Convolutional Network Autoencoder
Ali Abedi, Shehroz Khan
Signal, Image and Video Processing · 2023
https://doi.org/10.1007/s11760-023-02578-z
25
AVA: AI-driven Virtual Rehabilitation Assistant
Ali Abedi, Tracey Colella, Mark Bayley, Urvashy Gopaul, Abhinav Mahajan, Tarun Reddy, Fateme Pourghasem, Dinesh Babu Jayagopi, Shehroz Khan
International Conference on Virtual Rehabilitation · 2023
https://isvr.org/wp-content/uploads/2023/08/WCISVR-2023-Montreal-Program-v108_FINAL.pdf
26
Rehabilitation Exercise Repetition Segmentation and Counting Using Skeletal Body Joints
Ali Abedi, Paritosh Bisht, Riddhi Chatterjee, Rachit Agrawal, Vyom Sharma, Dinesh Babu Jayagopi, Shehroz Khan
Conference on Robots and Vision · 2023
https://doi.org/10.1109/CRV60082.2023.00044
27
Step Counting with Attention-based LSTM
Shehroz Khan, Ali Abedi
Symposium Series on Computational Intelligence · 2023
https://doi.org/10.1109/SSCI51031.2022.10022210
28
MAISON - Multimodal AI-based Sensor platform for Older iNdividuals
Ali Abedi, Faranak Dayyani, Charlene Chu, Shehroz Khan
International Conference on Data Mining Workshops · 2023
https://doi.org/10.1109/ICDMW58026.2022.00040
29
Inconsistencies in the Definition and Annotation of Student Engagement in Virtual Learning Datasets: A Critical Review
Shehroz Khan, Ali Abedi, Tracey Colella
arXiv · 2023
https://doi.org/10.48550/arXiv.2208.04548
30
Supervised Contrastive Learning for Detecting Anomalous Driving Behaviours from Multimodal Videos
Shehroz Khan, Ziting Shen, Haoying Sun, Ax Patel, Ali Abedi
Conference on Computer and Robot Vision · 2022
https://doi.org/10.1109/CRV55824.2022.00011
31
Improving State-of-the-Art in Detecting Student Engagement With a ResNet and TCN Hybrid Network
Ali Abedi, Shehroz Khan
Conference on Computer and Robot Vision · 2021
https://doi.org/10.1109/CRV52889.2021.00028
32
Text Image Super-Resolution Using Within-Scale Repetition of Characters and Strokes
Ali Abedi, Ehsanollah Kabir
Multimedia Tools and Applications · 2016
https://doi.org/10.1007/s11042-016-3919-8
33
Text-Image Super-Resolution Through Anchored Neighborhood Regression With Multiple Class-Specific Dictionaries
Ali Abedi, Ehsanollah Kabir
Signal, Image and Video Processing · 2016
https://doi.org/10.1007/s11760-016-0933-2
34
Stroke Width–Based Directional Total Variation Regularisation for Document Image Super-Resolution
Ali Abedi, Ehsanollah Kabir
IET Image Processing · 2016
https://doi.org/10.1049/iet-ipr.2014.1021
35
Image Denoising Based on Fuzzy and Intra-scale Dependency in Wavelet Transform Domain
Jamal Saeedi, Mohammad Hassan Moradi, Ali Abedi
International Conference on Pattern Recognition · 2010
https://doi.org/10.1109/ICPR.2010.655
36
Wavelet-Based Multi-Channel Image Denoising Using Fuzzy Logic
Jamal Saeedi, Ali Abedi
International Conference on Image and Signal Processing · 2010
https://doi.org/10.1007/978-3-642-13681-8_6
37
Detecting and recognizing numerical strings in Farsi document images
Ali Abedi, Karim Faez, Saeed Mozaffari
International Conference on Image and Vision Computing · 2010
https://doi.org/10.1109/IVCNZ.2009.5378373