Publications
A big list of things I’ve worked on
| Year | Title | Link |
|---|---|---|
| 2025 | Supervised Contrastive Learning for Ordinal Engagement Measurement | |
| 2025 | Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering | |
| 2025 | UlcerGPT: A Multimodal Approach Leveraging Large Language and Vision Models for Diabetic Foot Ulcer Image Transcription | |
| 2025 | Multimodal sensor dataset for monitoring older adults post lower limb fractures in community settings | |
| 2025 | Artificial Intelligence-driven Real-time Monitoring of Cardiovascular Conditions with Wearable Devices: A Scoping Review | |
| 2025 | Dynamics of Affective States During Takeover Requests in Conditionally Automated Driving Among Older Adults with and without Cognitive Impairment | |
| 2025 | Cross-Modal Video to Body-Joints Augmentation for Rehabilitation Exercise Quality Assessment | |
| 2024 | Engagement Measurement Based on Facial Landmarks and Spatial-Temporal Graph Convolutional Networks | |
| 2024 | Prediction of Social Engagement in Long-Term Care Homes by Sex: A Population-Based Analysis Using Machine Learning | |
| 2024 | Rehabilitation exercise quality assessment through supervised contrastive learning with hard and soft negatives | |
| 2024 | Correlations between Social Isolation and Functional Decline in Older Adults after Lower Limb Fractures Using Multimodal Sensors: A Pilot Study | |
| 2024 | Development of an adaptive virtual assistant to support virtual rehabilitation of the upper limb after stroke: A co-design approach | |
| 2024 | Artificial intelligence-driven virtual rehabilitation for people living in the community: A scoping review | |
| 2024 | Bag of states: a non-sequential approach to video-based engagement measurement | |
| 2023 | A feasibility study to explore the use of real-time caregiver reports for people living with dementia at home to label multi-modal sensor data | |
| 2023 | Social Isolation in Older Adults Post Hip Surgery Is Correlated With Mobility and Physiological Indicators | |
| 2023 | FedSL: Federated split learning on distributed sequential data in recurrent neural networks | |
| 2023 | Rehabilitation Exercise Repetition Segmentation and Counting Using Skeletal Body Joints | |
| 2023 | Affect-driven ordinal engagement measurement from video | |
| 2023 | AVA: AI-driven Virtual Rehabilitation Assistant | |
| 2023 | Detecting disengagement in virtual learning as an anomaly using temporal convolutional network autoencoder | |
| 2023 | MAISON - Multimodal AI-based Sensor platform for Older Individuals | |
| 2023 | Step Counting with Attention-based LSTM | |
| 2023 | Inconsistencies in the Definition and Annotation of Student Engagement in Virtual Learning Datasets: A Critical Review | |
| 2022 | Supervised Contrastive Learning for Detecting Anomalous Driving Behaviours from Multimodal Videos | |
| 2021 | Improving state-of-the-art in Detecting Student Engagement with Resnet and TCN Hybrid Network | |
| 2016 | Text image super resolution using within-scale repetition of characters and strokes | |
| 2016 | Text-image super-resolution through anchored neighborhood regression with multiple class-specific dictionaries | |
| 2016 | Stroke width-based directional total variation regularisation for document image super resolution | |
| 2010 | Wavelet-Based Multi-Channel Image Denoising Using Fuzzy Logic | |
| 2010 | Image Denoising Based on Fuzzy and Intra-scale Dependency in Wavelet Transform Domain | |
| 2010 | Detecting and recognizing numerical strings in Farsi document images |