Oliwia Witczak

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.

Research reports

Andersen, Jorunn Marie ; Haugen, Trine B. ; Witczak, Oliwia (2017). Semen quality in relation to body mass index, sperm fatty acid composition, and anti-Müllerian hormone. ISBN: 978-82-8333-323-7. 52 p. Universitetet i Oslo.

Witczak, Oliwia (2002). AKAP450 - a PKA anchoring protein involved in the structural and functional organization of the centrosome and Golgi apparatus. ISBN: 82-8072-015-4. Dept. of Medical Biochemistry, Faculty of Medicine, Univ. of Oslo.

Witczak, Oliwia ; Jahnsen, Tore; Skålhegg, Bjørn Steen (2002). AKAP450 - a PKA anchoring protein involved in the structural and functional organization of the Golgi apparatus. 150 p. Universitetet i Oslo.

Dissemination

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Witczak, Oliwia ; Andersen, Jorunn Marie ; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael Alexander ; Haugen, Trine B. (2022). Real-time deep learning based multi object tracking of spermatozoa in fresh samples. Human Reproduction.
https://doi.org/10.1093/humrep/deac107.104

Haugen, Trine B. ; Hicks, Steven; Witczak, Oliwia ; Andersen, Jorunn Marie ; Björndahl, Lars; Riegler, Michael A. (2021). Assessment of sperm motility according to WHO classification using convolutional neural networks. ESHRE virtual 37th Annual Meeting. European Society of Human Reproduction and Embryology.

Thambawita, Vajira L B; Haugen, Trine B. ; Stensen, Mette Haug; Witczak, Oliwia ; Hammer, Hugo Lewi ; Halvorsen, Pål ; Riegler, Michael A. (2021). Identification of spermatozoa by unsupervised learning from video data. ESHRE virtual 37th Annual Meeting. European Society of Human Reproduction and Embryology.

Witczak, Oliwia ; Haugen, Trine B. ; Telle-Hansen, Vibeke (2020). Gir sunnere mat raskere sædceller?.

Hicks, Steven; Haugen, Trine B. ; Iliceto, Mario; Hammer, Hugo Lewi ; Andersen, Jorunn Marie ; Witczak, Oliwia ; Riegler, Michael ; Stensen, Mette Haug (2020). Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos. ESHRE virtual 36th Annual Meeting. European Society of Human Reproduction and Embryology.

Neslein, Inger-Lise F. ; Ambur, Ole Herman ; Tunsjø, Hege ; Witczak, Oliwia ; Eilertsen, Heidi ; Andersen, Heidi (2020). Bioingeniører i frontlinjen. Khrono.no.

Iliceto, Mario; Haugen, Trine B. ; Andersen, Jorunn Marie ; Stensen, Mette Haug; Witczak, Oliwia (2019). Sperm motility, seminal l-carnitine and sperm fatty acids. ESHRE 35th Annual Meeting . European Society of Human Reproduction and Embryology.

Riegler, Michael ; Andersen, Jorunn Marie ; Hammer, Hugo Lewi ; Hicks, Steven; Witczak, Oliwia ; Haugen, Trine B. (2019). Artificial intelligence as a tool in predicting sperm motility and morphology. ESHRE 35th Annual Meeting . European Society of Human Reproduction and Embryology.

Witczak, Oliwia ; Andersen, Jorunn Marie ; Hicks, Steven; Hammer, Hugo Lewi ; Riegler, Michael ; Haugen, Trine B. (2019). Artificial intelligence predicts sperm motility from sperm fatty acids. ESHRE 35th Annual Meeting. European Society of Human Reproduction and Embryology.

Witczak, Oliwia (2019). Fatty acids and semen quality. Fagmøte. Senter for fruktbarhet og helse, Folkehelseinstituttet.