Steven Hicks
Steven Hicks
PhD student at SimulaMet
Adresse e-mail validée de simula.no
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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
302020
Medico multimedia task at mediaeval 2018
K Pogorelov, M Riegler, P Halvorsen, S Hicks, KR Randel, ...
CEUR Workshop Proceedings 2283, 1-4, 2018
202018
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
162018
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
142019
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
142018
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
132019
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
82020
Deep Learning Based Disease Detection Using Domain Specific Transfer Learning.
SA Hicks, PH Smedsrud, P Halvorsen, M Riegler
MediaEval, 2018
72018
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
ICPR Workshops (8), 263-274, 2020
62020
Comprehensible reasoning and automated reporting of medical examinations based on deep learning analysis
SA Hicks, K Pogorelov, T de Lange, M Lux, M Jeppsson, KR Randel, ...
Proceedings of the 9th ACM Multimedia Systems Conference, 490-493, 2018
62018
Kvasir-Capsule, a video capsule endoscopy dataset
PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...
Scientific Data 8 (1), 1-10, 2021
52021
ACM Multimedia BioMedia 2020 Grand Challenge Overview
SA Hicks, V Thambawita, HL Hammer, TB Haugen, JM Andersen, ...
Proceedings of the 28th ACM International Conference on Multimedia, 4655-4658, 2020
52020
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
52019
ACM MM BioMedia 2019 Grand Challenge Overview
S Hicks, M Riegler, P Smedsrud, TB Haugen, KR Randel, K Pogorelov, ...
ACM, New York, NY, USA, 2019
52019
Medico Multimedia Task at MediaEval 2019
S Hicks, P Halvorsen, TB Haugen, JM Andersen, O Witczak, K Pogorelov, ...
CEUR Workshop Proceedings-Multimedia Benchmark Workshop (MediaEval), 2019
52019
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
42021
383 deep learning for automatic generation of endoscopy reports
S Hicks, PH Smedsrud, MA Riegler, T de Lange, A Petlund, SL Eskeland, ...
Gastrointestinal Endoscopy 89 (6), AB77, 2019
42019
Unsupervised preprocessing to improve generalisation for medical image classification
M Kirkerød, RJ Borgli, V Thambawita, S Hicks, MA Riegler, P Halvorsen
2019 13th International Symposium on Medical Information and Communication …, 2019
42019
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
32020
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
32020
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