Forskningsgrupper
Forskningsprosjekter
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Kunstig intelligens - et nytt verktøy innen assistert reproduksjonsteknologi
Prosjektet har som mål å forbedre metodene for å velge ut sædceller og embryo, og dermed øke sjansen for graviditet og levendefødte barn.
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Haugen, Trine B.; Witczak, Oliwia; Hicks, Steven; Björndahl, Lars; Andersen, Jorunn Marie; Riegler, Michael
(2023).
Sperm motility assessed by deep convolutional neural networks into WHO categories.
Scientific Reports.
Vol. 13.
https://doi.org/10.1038/s41598-023-41871-2
Iliceto, Mario; Stensen, Mette Haug; Andersen, Jorunn Marie; Haugen, Trine B.; Witczak, Oliwia
(2022).
Levels of L-carnitine in human seminal plasma are associated with sperm fatty acid composition.
6 s.
Asian Journal of Andrology (AJA).
Vol. 24.
https://doi.org/10.4103/aja2021107
Riegler, Michael Alexander; Stensen, Mette Haug; Witczak, Oliwia; Andersen, Jorunn Marie; Hicks, Steven; Hammer, Hugo Lewi; Delbarre, Erwan; Halvorsen, Pål; Yazidi, Anis; Holst, Nicolai; Haugen, Trine B.
(2021).
Artificial intelligence in the fertility clinic: status, pitfalls and possibilities.
Human Reproduction.
Vol. 36.
https://doi.org/10.1093/humrep/deab168
Hicks, Steven; Lasantha Bandara Thambawita, Vajira; Hammer, Hugo Lewi; Haugen, Trine B.; Andersen, Jorunn Marie; Witczak, Oliwia; Halvorsen, Pål; Riegler, Michael
(2020).
ACM Multimedia BioMedia 2020 Grand Challenge Overview.
Qi, Guo-Jun; Ricci, Elisa; Zhang, Zhengyou; Zimmermann, Roger (Red.).
MM '20: Proceedings of the 28th ACM International Conference on Multimedia. s. 4655-4658.
Association for Computing Machinery (ACM).
https://doi.org/https://doi.org/10.1145/3394171.34...
Hicks, Steven; Halvorsen, Pål; Haugen, Trine B.; Andersen, Jorunn Marie; Witczak, Oliwia; Hammer, Hugo Lewi; Nguyen, Duc Tien Dang; Lux, Mathias; Riegler, Michael (2019). Medico multimedia task at mediaeval 2019. CEUR Workshop Proceedings. Vol. 2670.
Hicks, Steven; Halvorsen, Pål; Haugen, Trine B.; Andersen, Jorunn Marie; Witczak, Oliwia; Hammer, Hugo Lewi; Nguyen, Duc Tien Dang; Lux, Mathias; Riegler, Michael (2019). Predicting sperm motility and morphology using deep learning and handcrafted features. CEUR Workshop Proceedings. Vol. 2670.
Hicks, Steven; Andersen, Jorunn Marie; Witczak, Oliwia; Lasantha Bandara Thambawita, Vajira; Halvorsen, Pål; Hammer, Hugo Lewi; Haugen, Trine B.; Riegler, Michael Alexander
(2019).
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction.
Scientific Reports.
Vol. 9.
https://doi.org/10.1038/s41598-019-53217-y
Haugen, Trine B.; Hicks, Steven; Andersen, Jorunn Marie; Witczak, Oliwia; Hammer, Hugo Lewi; Borgli, Rune Johan; Halvorsen, Pål; Riegler, Michael
(2019).
VISEM: A Multimodal Video Dataset of Human Spermatozoa.
Zink, Michael; Toni, Laura; Begen, AC (Red.).
Proceedings of the 10th ACM Multimedia Systems Conference. s. 261-266.
ACM Publications.
https://doi.org/10.1145/3304109.3325814
Duale, Nur; Witczak, Oliwia; Brunborg, Gunnar; Haugen, Trine B.; Lindeman, Birgitte
(2017).
Sperm Epigenome in Obesity.
Patel, Vinood; Preedy, Victor (Red.).
Handbook of Nutrition, Diet, and Epigenetics.
Springer.
https://doi.org/10.1007/978-3-319-31143-2_53-1
Witczak, Oliwia; Evensen, Herman Sebastian Folkestad; Andersen, Jorunn Marie; Herning, Hilde; Haugen, Trine B. (2017). Sædanalysen. 6 s. Bioingeniøren. Vol. 53.