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David Ahmedt-Aristizabal
David Ahmedt-Aristizabal
CSIRO Data61
Verified email at data61.csiro.au
Title
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Cited by
Year
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
D Ahmedt-Aristizabal, MA Armin, S Denman, C Fookes, L Petersson
Sensors 21 (14), 4758, 2021
1692021
A survey on graph-based deep learning for computational histopathology
D Ahmedt-Aristizabal, MA Armin, S Denman, C Fookes, L Petersson
Computerized Medical Imaging and Graphics 95, 102027, 2022
982022
Deep classification of epileptic signals
D Ahmedt-Aristizabal, C Fookes, K Nguyen, S Sridharan
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
802018
Identification of Children At Risk of Schizophrenia via Deep Learning and EEG Responses
D Ahmedt-Aristizabal, T Fernando, S Denman, JE Robinson, S Sridharan, ...
IEEE Journal of Biomedical and Health Informatics, 2020
792020
Neural Memory Networks for Seizure Type Classification
D Ahmedt-Aristizabal, T Fernando, S Denman, L Petersson, MJ Aburn, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
66*2020
Deep facial analysis: A new phase I epilepsy evaluation using computer vision
D Ahmedt-Aristizabal, C Fookes, K Nguyen, S Denman, S Sridharan, ...
Epilepsy & Behavior 82, 17-24, 2018
612018
Detecting changes in facial temperature induced by a sudden auditory stimulus based on deep learning-assisted face tracking
S Sonkusare, D Ahmedt-Aristizabal, MJ Aburn, VT Nguyen, T Pang, ...
Scientific reports 9 (1), 4729, 2019
552019
Automated analysis of seizure semiology and brain electrical activity in presurgery evaluation of epilepsy: A focused survey
D Ahmedt‐Aristizabal, C Fookes, S Dionisio, K Nguyen, JPS Cunha, ...
Epilepsia 58 (11), 1817-1831, 2017
532017
Neural memory plasticity for medical anomaly detection
T Fernando, S Denman, D Ahmedt-Aristizabal, S Sridharan, KR Laurens, ...
Neural Networks 127, 67-81, 2020
422020
Understanding patients’ behavior: Vision-based analysis of seizure disorders
D Ahmedt-Aristizabal, S Denman, K Nguyen, S Sridharan, S Dionisio, ...
IEEE journal of biomedical and health informatics 23 (6), 2583-2591, 2019
352019
A hierarchical multimodal system for motion analysis in patients with epilepsy
D Ahmedt-Aristizabal, C Fookes, S Denman, K Nguyen, T Fernando, ...
Epilepsy & Behavior 87, 46-58, 2018
322018
Deep motion analysis for epileptic seizure classification
D Ahmedt-Aristizabal, K Nguyen, S Denman, S Sridharan, S Dionisio, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
322018
A review of hydrodynamic and machine learning approaches for flood inundation modeling
F Karim, MA Armin, D Ahmedt-Aristizabal, L Tychsen-Smith, L Petersson
Water 15 (3), 566, 2023
312023
Aberrant epileptic seizure identification: A computer vision perspective
D Ahmedt-Aristizabal, C Fookes, S Denman, K Nguyen, S Sridharan, ...
Seizure 65, 65-71, 2019
252019
Continuous human action recognition for human-machine interaction: a review
H Gammulle, D Ahmedt-Aristizabal, S Denman, L Tychsen-Smith, ...
ACM Computing Surveys 55 (13s), 1-38, 2023
152023
In-bed human pose estimation from unseen and privacy-preserving image domains
T Cao, MA Armin, S Denman, L Petersson, D Ahmedt-Aristizabal
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
142022
Vision-based mouth motion analysis in epilepsy: A 3d perspective
D Ahmedt-Aristizabal, K Nguyen, S Denman, MS Sarfraz, S Sridharan, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
142019
Vision-based activity recognition in children with autism-related behaviors
P Wei, D Ahmedt-Aristizabal, H Gammulle, S Denman, MA Armin
Heliyon 9 (6), 2023
132023
The csiro crown-of-thorn starfish detection dataset
J Liu, B Kusy, R Marchant, B Do, T Merz, J Crosswell, A Steven, N Heaney, ...
arXiv preprint arXiv:2111.14311, 2021
112021
Privacy-preserving in-bed pose monitoring: A fusion and reconstruction study
T Dayarathna, T Muthukumarana, Y Rathnayaka, S Denman, C de Silva, ...
Expert Systems with Applications 213, 119139, 2023
102023
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