Research groups
Research projects
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Artificial intelligence - a novel tool in assisted reproduction technology
The project aims to improve the methods for selecting sperm and embryos and increase the chance of pregnancy and live-born children.
Publications and research
Scientific publications
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 p.
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 (Ed.).
MM '20: Proceedings of the 28th ACM International Conference on Multimedia. p. 4655-4658.
Association for Computing Machinery (ACM).
https://doi.org/https://doi.org/10.1145/3394171.34
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 (Ed.).
Proceedings of the 10th ACM Multimedia Systems Conference. p. 261-266.
ACM Publications.
https://doi.org/10.1145/3304109.3325814
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; 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.
Duale, Nur;
Witczak, Oliwia
; Brunborg, Gunnar;
Haugen, Trine B.
; Lindeman, Birgitte
(2017).
Sperm Epigenome in Obesity.
Patel, Vinood; Preedy, Victor (Ed.).
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 p. Bioingeniøren. Vol. 53.