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Steven Hicks
Steven Hicks
Research scientist at SimulaMet
Verified email at simula.no
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Year
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
H Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha, SL Eskeland, ...
Scientific data 7 (1), 1-14, 2020
1422020
Kvasir-Capsule, a video capsule endoscopy dataset
PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...
Scientific Data 8 (1), 1-10, 2021
452021
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
D Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ...
International Conference on Multimedia Modeling, 218-229, 2021
422021
On evaluation metrics for medical applications of artificial intelligence
SA Hicks, I Strümke, V Thambawita, M Hammou, MA Riegler, P Halvorsen, ...
Scientific Reports 12 (1), 1-9, 2022
302022
Medico multimedia task at mediaeval 2018
K Pogorelov, M Riegler, P Halvorsen, S Hicks, KR Randel, ...
CEUR Workshop Proceedings 2283, 1-4, 2018
292018
Visem: A multimodal video dataset of human spermatozoa
TB Haugen, SA Hicks, JM Andersen, O Witczak, HL Hammer, R Borgli, ...
Proceedings of the 10th ACM Multimedia Systems Conference, 261-266, 2019
282019
Dissecting deep neural networks for better medical image classification and classification understanding
S Hicks, M Riegler, K Pogorelov, KV Anonsen, T de Lange, D Johansen, ...
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
272018
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
SA Hicks, JL Isaksen, V Thambawita, J Ghouse, G Ahlberg, A Linneberg, ...
Scientific reports 11 (1), 1-11, 2021
262021
Machine learning-based analysis of sperm videos and participant data for male fertility prediction
SA Hicks, JM Andersen, O Witczak, V Thambawita, P Halvorsen, ...
Scientific reports 9 (1), 1-10, 2019
262019
Real-time detection of events in soccer videos using 3D convolutional neural networks
OAN Rongved, SA Hicks, V Thambawita, HK Stensland, E Zouganeli, ...
2020 IEEE International Symposium on Multimedia (ISM), 135-144, 2020
242020
Medico multimedia task at mediaeval 2020: Automatic polyp segmentation
D Jha, SA Hicks, K Emanuelsen, H Johansen, D Johansen, T de Lange, ...
arXiv preprint arXiv:2012.15244, 2020
222020
Mimir: an automatic reporting and reasoning system for deep learning based analysis in the medical domain
SA Hicks, S Eskeland, M Lux, T de Lange, KR Randel, M Jeppsson, ...
Proceedings of the 9th ACM Multimedia Systems Conference, 369-374, 2018
222018
MedAI: Transparency in Medical Image Segmentation
S Hicks, D Jha, V Thambawita, P Halvorsen, BJ Singstad, S Gaur, ...
Nordic Machine Intelligence 1 (1), 1-4, 2021
212021
One-dimensional convolutional neural networks on motor activity measurements in detection of depression
JI Frogner, FM Noori, P Halvorsen, SA Hicks, E Garcia-Ceja, J Torresen, ...
Proceedings of the 4th International Workshop on Multimedia for Personal …, 2019
182019
Divergentnets: Medical image segmentation by network ensemble
V Thambawita, SA Hicks, P Halvorsen, MA Riegler
arXiv preprint arXiv:2107.00283, 2021
172021
The EndoTect 2020 challenge: evaluation and comparison of classification, segmentation and inference time for endoscopy
SA Hicks, D Jha, V Thambawita, P Halvorsen, HL Hammer, MA Riegler
International Conference on Pattern Recognition, 263-274, 2021
172021
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging
D Jha, S Ali, S Hicks, V Thambawita, H Borgli, PH Smedsrud, T de Lange, ...
Medical image analysis 70, 102007, 2021
162021
Artificial intelligence in the fertility clinic: status, pitfalls and possibilities
MA Riegler, MH Stensen, O Witczak, JM Andersen, SA Hicks, HL Hammer, ...
Human Reproduction 36 (9), 2429-2442, 2021
152021
Pmdata: a sports logging dataset
V Thambawita, SA Hicks, H Borgli, HK Stensland, D Jha, MK Svensen, ...
Proceedings of the 11th ACM Multimedia Systems Conference, 231-236, 2020
152020
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
S Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat, C Yang, W Li, A Galdran, ...
arXiv preprint arXiv:2202.12031, 2022
142022
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