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David Ahmedt‐Aristizabal

Observed names: Ahmedt Aristizabal, David, Ahmedt-Aristizabal, David, David Ahmedt Aristizabal, David Ahmedt-Aristizabal, David Aristizabal, David E Ahmedt Aristizabal
Observed institutions: Karlsruhe Institute of Technology, Google (United States), Commonwealth Scientific and Industrial Research Organisation, Queensland University of Technology, Vision Australia, Institución Universitaria ITM, Data61
ORCID: 0000-0003-1598-4930
Observed ORCID: 0000-0003-1598-4930
OpenAlex ID: A5007030707
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
2021 · David Ahmedt-Aristizabal, Mohammad Ali Armin, et al. · Sensors · 275
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A survey on graph-based deep learning for computational histopathology
2021 · David Ahmedt-Aristizabal, Mohammad Ali Armin, et al. · Computerized Medical Imaging and Graphics · 150
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A Review of Hydrodynamic and Machine Learning Approaches for Flood Inundation Modeling
2023 · Fazlul Karim, Mohammed Ali Armin, et al. · Water · 130
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Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses
2020 · David Ahmedt-Aristizabal, Tharindu Fernando, et al. · IEEE Journal of Biomedical and Health Informatics · 104
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AI-based mobile application to fight antibiotic resistance
2021 · Marco Pascucci, Guilhem Royer, et al. · Nature Communications · 98
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Deep Classification of Epileptic Signals
2018 · David Ahmedt-Aristizabal, Clinton Fookes, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 85
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Neural Memory Networks for Seizure Type Classification
2020 · David Ahmedt-Aristizabal, Tharindu Fernando, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 84
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Deep facial analysis: A new phase I epilepsy evaluation using computer vision
2018 · David Ahmedt-Aristizabal, Clinton Fookes, et al. · Epilepsy & Behavior · 68
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Automated analysis of seizure semiology and brain electrical activity in presurgery evaluation of epilepsy: A focused survey
2017 · David Ahmedt‐Aristizabal, Clinton Fookes, et al. · Epilepsia · 68
Detecting changes in facial temperature induced by a sudden auditory stimulus based on deep learning-assisted face tracking
2019 · Saurabh Sonkusare, David Ahmedt-Aristizabal, et al. · Scientific Reports · 67
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Vision-based activity recognition in children with autism-related behaviors
2023 · Pengbo Wei, David Ahmedt-Aristizabal, et al. · Heliyon · 65
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Deep learning approaches for seizure video analysis: A review
2024 · David Ahmedt-Aristizabal, Mohammad Ali Armin, et al. · Epilepsy & Behavior · 61
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Continuous Human Action Recognition for Human-machine Interaction: A Review
2023 · Harshala Gammulle, David Ahmedt-Aristizabal, et al. · ACM Computing Surveys · 56
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Neural memory plasticity for medical anomaly detection
2020 · Tharindu Fernando, Simon Denman, et al. · Neural Networks · 53
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Understanding Patients’ Behavior: Vision-Based Analysis of Seizure Disorders
2019 · David Ahmedt-Aristizabal, Simon Denman, et al. · IEEE Journal of Biomedical and Health Informatics · 46
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A hierarchical multimodal system for motion analysis in patients with epilepsy
2018 · David Ahmedt-Aristizabal, Clinton Fookes, et al. · Epilepsy & Behavior · 42
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Deep Motion Analysis for Epileptic Seizure Classification
2018 · David Ahmedt-Aristizabal, Kien Nguyen, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 41
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Plant Disease Detection Using Self-Supervised Learning: A Systematic Review
2024 · Abdullah Al Mamun, David Ahmedt-Aristizabal, et al. · IEEE Access · 33
Continual Test-time Domain Adaptation via Dynamic Sample Selection
2024 · Yanshuo Wang, Jie Hong, et al. · IEEE Winter Conference on Applications of Computer Vision · 28
Aberrant epileptic seizure identification: A computer vision perspective
2018 · David Ahmedt-Aristizabal, Clinton Fookes, et al. · Seizure · 27
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Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset
2025 · Rahm Ranjan, David Ahmedt-Aristizabal, et al. · IEEE Access · 23
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains
2022 · Ting Cao, Mohammad Ali Armin, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 22
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NeRF Director: Revisiting View Selection in Neural Volume Rendering
2024 · Wenhui Xiao, Rodrigo Santa Cruz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 18
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Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging
2023 · David Ahmedt-Aristizabal, Chuong Nguyen, et al. · Computer Methods and Programs in Biomedicine · 18
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Privacy-Preserving in-bed pose monitoring: A fusion and reconstruction study
2022 · Thisun Dayarathna, Thamidu Muthukumarana, et al. · Expert Systems with Applications · 17
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Works count: 82
Citation count: 1,851
H-index: 22
I10-index: 31
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