Autonomous Monitoring for Patients and Older People using Smart Environments with Sensor Fusion
Royal Society International Exchanges
About the Project
- Researched artificial intelligence solutions for motion-based disease prediction via color video feeds, facilitating more accessible healthcare in developing countries.
- Supported a collaborative research project with Prof. Samiran Chattopadhyay from Jadavpur University, India.
People
- Prof. Hubert P. H. Shum - Co-Applicant
- Dr Edmond S. L. Ho - Principal Investigator
- Prof. Samiran Chattopadhyay - Co-Investigator
Publications
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants Impact Factor: 4.8† Citation: 36#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
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IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
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Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.4† Citation: 76#
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
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IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
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Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks Oral Presentation Citation: 11#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
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Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
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Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention Citation: 18#
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis, Responsible AI
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Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Paper YouTube Presentation Slides