Publications

Olli-Pekka Rinta-Koski, Miki Sirola, Le Ngu Nguyen, and Jaakko Hollmén. State discovery and prediction from multivariate sensor data. Advanced Analytics and Learning on Temporal Data. 6th ECML PKDD Workshop, AALTD 2021, September 13, 2021. doi:10.1007/978-3-030-91445-5_10

Krista Rantakari, Olli-Pekka Rinta-Koski, Marjo Metsäranta, Jaakko Hollmén, Simo Särkkä, Petri Rahkonen, Aulikki Lano, Leena Lauronen, Päivi Nevalainen, Markus J. Leskinen, and Sture Andersson. Early oxygen levels contribute to brain injury in extremely preterm infants. Pediatric Research, 2021 Mar 22; 1–9. doi:10.1038/s41390-021-01460-3

Lotta Immeli, Pauliina M. Mäkelä, Markus Leskinen, Olli‐Pekka Rinta‐Koski, Reijo Sund, Sture Andersson, and Päivi Luukkainen. A triple‐chamber parenteral nutrition solution was associated with improved protein intake in very low birthweight infants. Acta Paediatrica, 2020; 00: 1–7. doi:10.1111/apa.15179

Pauliina M. Mäkelä, Lotta Immeli, Markus Leskinen, Olli‐Pekka Rinta‐Koski, Reijo Sund, Sture Andersson, and Päivi Luukkainen. Hidden sources like saline flushes make a significant contribution to the fluid intake of very low birthweight infants during the first postnatal week. Acta Paediatrica, 2019; 00: 1–9. doi:10.1111/apa.15013

Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, and Sture Andersson. Gaussian process classification for prediction of in-hospital mortality among preterm infants. Neurocomputing, July 2018, Vol. 298, pp. 134–141, doi: 10.1016/j.neucom.2017.12.064

Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, Krista Rantakari, and Sture Andersson. Prediction of major complications affecting very low birth weight infants. In Proceedings of the 1st IEEE Life Sciences Conference, Sydney, NSW, Australia, December 2017, pp. 186–189, doi: 10.1109/LSC.2017.8268174

Lotta Immeli, Sture Andersson, Markus Leskinen, Emmi Vuorinen, Olli-Pekka Rinta-Koski, and Päivi Luukkainen. Improved postnatal growth of extremely low-birthweight boys over the last two decades. Acta Paediatrica, April 2017, Vol. 106, Issue 4, pp. 676–679, doi:10.1111/apa.13752

Olli-Pekka Rinta-Koski, Simo Särkkä, Jaakko Hollmén, Markus Leskinen, and Sture Andersson. Prediction of preterm infant mortality with Gaussian process classification. In Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Brugge, Belgium, April 2017, pp. 193–198.

Olli-Pekka Rinta-Koski, Jaakko Hollmén, Markus Leskinen, and Sture Andersson. Variation in oxygen saturation measurements in very low birth weight infants. In Proceedings of the 8th ACM International Conference on Pervasive Technologies Related to Assistive Environments, Corfu, Greece, July 2015, pp. 29:1–29:3, doi: 10.1145/2769493.2769574

Renato Iannella, Karen Robinson, and Olli-Pekka Rinta-Koski. Towards a framework for crisis information management systems (CIMS). In Proceedings of the 14th Annual Conference of The International Emergency Management Society (TIEMS), Trogir, Croatia, June 2007. (PDF)

Ilkka Karanta, Teppo Veijonen, Hannu Ahonen, Mikko Hiirsalmi, Olli-Pekka Rinta-Koski, and Juha Ylä-Jääski. V.I.P. – an intelligent pagination system. In Proceedings of the 5th Scandinavian Conference on Artificial Intelligence (SCAI), Trondheim, Norway, May 1995, pp. 431-435.