Browse By Person: Ahmedt Aristizabal, David

Ahmedt-Aristizabal, David, Armin, Mohammad Ali, Hayder, Zeeshan, Garcia-Cairasco, Norberto, Petersson, Lars, Fookes, Clinton, Denman, Simon, & McGonigal, Aileen (2024) Deep learning approaches for seizure video analysis: A review. Epilepsy and Behavior, 154, Article number: 109735.

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Gammulle, Harshala, Ahmedt-Aristizabal, David, Denman, Simon, Tychsen-Smith, Lachlan, Petersson, Lars, & Fookes, Clinton (2023) Continuous Human Action Recognition for Human-machine Interaction: A Review. ACM Computing Surveys, 55(13 s), Article number: 272.

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Wei, Pengbo, Ahmedt-Aristizabal, David, Gammulle, Harshala, Denman, Simon, & Armin, Mohammad Ali (2023) Vision-based activity recognition in children with autism-related behaviors. Heliyon, 9(6), Article number: e16763.

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Ahmedt-Aristizabal, David, Nguyen, Chuong, Tychsen-Smith, Lachlan, Stacey, Ashley, Li, Shenghong, Pathikulangara, Joseph, Petersson, Lars, & Wang, Dadong (2023) Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging. Computer Methods and Programs in Biomedicine, 232, Article number: 107451.

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Dayarathna, Thisun, Muthukumarana, Thamidu, Rathnayaka, Yasiru, Denman, Simon, de Silva, Chathura, Pemasiri, Akila, & Ahmedt-Aristizabal, David (2023) Privacy-Preserving in-bed pose monitoring: A fusion and reconstruction study. Expert Systems with Applications, 213(Part C), Article number: 119139.

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Karim, Fazlul, Armin, Mohammed Ali, Ahmedt-Aristizabal, David, Tychsen-Smith, Lachlan, & Petersson, Lars (2023) A Review of Hydrodynamic and Machine Learning Approaches for Flood Inundation Modeling. Water (Switzerland), 15(3), Article number: 566.

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Li, Yadan, Armin, Mohammad Ali, Denman, Simon, & Ahmedt-Aristizabal, David (2023) Automated Coronary Arteries Labeling Via Geometric Deep Learning. In Proceedings of the 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). Institute of Electrical and Electronics Engineers Inc., United States of America.

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Kusy, Brano, Liu, Jiajun, Saha, Aninda, Li, Yang, Marchant, Ross, Oorloff, Jeremy, Tychsen-Smith, Lachlan, Ahmedt-Aristizabal, David, Do, Brendan, Crosswell, Joey, Babcock, Russel, Steven, Andy, Malpani, Megha, & Oerlemans, Ard (2022) In-situ data curation: A key to actionable AI at the edge. In ACM MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And Networking. Association for Computing Machinery (ACM), New York, NY, pp. 794-796.

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Li, Yang, Liu, Jiajun, Kusy, Brano, Marchant, Ross, Do, Brendan, Merz, Torsten, Crosswell, Joey, Steven, Andy, Tychsen-Smith, Lachlan, Ahmedt-Aristizabal, David, Oorloff, Jeremy, Moghadam, Peyman, Babcock, Russ, Malpani, Megha, & Oerlemans, Ard (2022) A real-time edge-AI system for reef surveys. In ACM MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And Networking. Association for Computing Machinery (ACM), New York, NY, pp. 903-906.

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Ahmedt-Aristizabal, David, Armin, Mohammad Ali, Denman, Simon, Fookes, Clinton, & Petersson, Lars (2022) A survey on graph-based deep learning for computational histopathology. Computerized Medical Imaging and Graphics, 95, Article number: 102027.

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Cao, Ting, Armin, Mohammad Ali, Denman, Simon, Petersson, Lars, & Ahmedt-Aristizabal, David (2022) In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains. In Proceedings of the 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022). Institute of Electrical and Electronics Engineering (IEEE), United States of America, pp. 849-853.

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Wang, Ruiqi, Armin, Mohammad Ali, Denman, Simon, Petersson, Lars, & Ahmedt Aristizabal, David (2021) Towards Interpretable Attention Networks for Cervical Cancer Analysis. In Proceedings of the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Vol. 2021. Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 3613-3616.

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Wang, Ziqing, Armin, Mohammad Ali, Denman, Simon, Petersson, Lars, & Ahmedt Aristizabal, David (2021) Video-Based Inpatient Fall Risk Assessment: A Case Study. In Proceedings of the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Vol. 2021. Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 2601-2604.

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Ahmedt Aristizabal, David, Armin, Mohammad Ali, Denman, Simon, Fookes, Clinton, & Petersson, Lars (2021) Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future. Sensors, 21(14), Article number: 4758.

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Ahmedt Aristizabal, David, Fernando, Tharindu, Denman, Simon, Robinson, Jonathan Edward, Sridharan, Sridha, Johnston, Patrick J, Laurens, Kristin R, & Fookes, Clinton (2021) Identification of children at risk of schizophrenia via deep learning and EEG responses. IEEE Journal of Biomedical and Health Informatics, 25(1), Article number: 9070217 69-76.

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Ahmedt-Aristizabal, David, Armin, Mohammad Ali, Denman, Simon, Fookes, Clinton, & Petersson, Lars (2020) Attention Networks for Multi-Task Signal Analysis. In Proceedings of the 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 184-187.

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Ahmedt-Aristizabal, David, Fernando, Tharindu, Denman, Simon, Petersson, Lars, Aburn, Matthew J., & Fookes, Clinton (2020) Neural memory networks for seizure type classification. In Proceedings of the 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Enabling Innovative Technologies for Global Healthcare. Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 569-575.

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Fernando, Tharindu, Denman, Simon, Ahmedt-Aristizabal, David, Sridharan, Sridha, Laurens, Kristin R., Johnston, Patrick, & Fookes, Clinton (2020) Neural memory plasticity for medical anomaly detection. Neural Networks, 127, pp. 67-81.

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Ahmedt Aristizabal, David, Warnakulasuriya, Tharindu, Denman, Simon, Petersson, Lars, Aburn, Matthew J., & Fookes, Clinton (2019) Neural Memory Networks for Robust Classification of Seizure Type. Cornell University Library / arXiv. [Preprint]

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Sonkusare, Saurabh, Ahmedt-Aristizabal, David, Aburn, Matthew J., Nguyen, Vinh Thai, Pang, Tianji, Frydman, Sascha, Denman, Simon, Fookes, Clinton, Breakspear, Michael, & Guo, Christine C. (2019) Detecting changes in facial temperature induced by a sudden auditory stimulus based on deep learning-assisted face tracking. Scientific Reports, 9(1), Article number: 4729.

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Ahmedt Aristizabal, David, Denman, Simon, Nguyen Thanh, Kien, Sridharan, Sridha, Dionisio, Sasha, & Fookes, Clinton (2019) Understanding patients' behavior: Vision-based analysis of seizure disorders. IEEE Journal of Biomedical and Health Informatics, 23(6), Article number: 8629065 2583-2591.

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Ahmedt-Aristizabal, David, Sarfraz, M. Saquib, Denman, Simon, Nguyen, Kien, Fookes, Clinton, Dionisio, Sasha, & Stiefelhagen, Rainer (2019) Motion signatures for the analysis of seizure evolution in epilepsy. In Proceedings of the 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 2099-2105.

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Martinez, Manuel, Ahmedt-Aristizabal, David, Vath, Tilman, Fookes, Clinton, Benz, Andreas, & Stiefelhagen, Rainer (2019) A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective. In Proceedings of the 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 6529-6532.

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Ahmedt-Aristizabal, David, Nguyen, Kien, Denman, Simon, Sarfraz, M. Saquib, Sridharan, Sridha, Dionisio, Sasha, & Fookes, Clinton (2019) Vision-based mouth motion analysis in epilepsy: A 3D perspective. In Proceedings of the 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 1625-1629.

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Pemasiri, Akila, Ahmedt-Aristizabal, David, Nguyen, Kien, Sridharan, Sridha, Dionisio, Sasha, & Fookes, Clinton (2019) Semantic segmentation of hands in multimodal images: A region new-based CNN approach. In Proceedings of the 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 819-823.

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Ahmedt Aristizabal, David, Fookes, Clinton, Denman, Simon, Nguyen Thanh, Kien, Sridharan, Sridha, & Dionisio, Sasha (2019) Aberrant epileptic seizure identification: A computer vision perspective. Seizure : the journal of the British Epilepsy Association, 65, pp. 65-71.

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Ahmedt-Aristizabal, David, Fookes, Clinton, Nguyen, Kien, & Sridharan, Sridha (2018) Deep classification of epileptic signals. In Proceedings of the 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 332-335.

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Ahmedt Aristizabal, David, Fookes, Clinton, Nguyen Thanh, Kien, Denman, Simon, Sridharan, Sridha, & Dionisio, Sasha (2018) Deep facial analysis: A new phase I epilepsy evaluation using computer vision. Epilepsy and Behavior, 82, pp. 17-24.

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Ahmedt Aristizabal, David, Nguyen Thanh, Kien, Denman, Simon, Sridharan, Sridha, Dionisio, Sasha, & Fookes, Clinton (2018) Deep motion analysis for epileptic seizure classification. In Suaning, G & Doessel, O (Eds.) Proceedings of the 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 3578-3581.

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Ahmedt Aristizabal, David, Fookes, Clinton, Denman, Simon, Nguyen Thanh, Kien, Warnakulasuriya, Tharindu, Sridharan, Sridha, & Dionisio, Sasha (2018) A hierarchical multimodal system for motion analysis in patients with epilepsy. Epilepsy and Behavior, 87, pp. 46-58.

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Ahmedt Aristizabal, David, Fookes, Clinton, Dionisio, Sasha, Nguyen Thanh, Kien, Cunha, Joao Paulo, & Sridharan, Sridha (2017) Automated analysis of seizure semiology and brain electrical activity in presurgery evaluation of epilepsy: A focused survey. Epilepsia, 58(11), pp. 1817-1831.

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