Publications
Koskinen J, Huotarinen A, Elomaa AP, Zheng B, Bednarik R. Movement-level process modeling of microsurgical bimanual and unimanual tasks. Int J Comput Assist Radiol Surg. 2022;17(2):305-314. doi:10.1007/s11548-021-02537-4
Koskinen J, Torkamani-Azar M, Hussein A, Huotarinen A, Bednarik R. Automated tool detection with deep learning for monitoring kinematics and eye-hand coordination in microsurgery. Comput Biol Med.2022;141:105121.doi:10.1016/j.compbiomed.2021.105121
Linder P, Iso-Mustajarvi M, Dietz A. A Comparison of ECochG With the Subjective Sound Perception During Cochlear Implantation Under Local Anesthesia-A Case Series Study. Otol Neurotol. 2022;43(5):e540-e547. doi:10.1097/MAO.0000000000003504
Jani Koskinen, Wenjing He, Antti-Pekka Elomaa, Aku Kaipainen, Ahmed Hussein, Bin Zheng, Antti Huotarinen, Roman Bednarik,Utilizing Grasp Monitoring to Predict Microsurgical Expertise. J Surg Res. 2023;282:101-108. doi:10.1016/j.jss.2022.09.018
Puustinen, Sami. Koskinen, Jani. Vrzakova, Hana. Bartczak, Piotr. Hussein, Ahmed. Lehtonen, Samu. Elomaa, Antti-Pekka. (2020). Optimal Spectral Bands for Instrument Detection in Microscope-Assisted Surgery. Proeedings: 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS), 2020, 327-331. 10.1109/CBMS49503.2020.00068.
Timonen T, Iso-Mustajärvi M, Linder P, et al. Virtual reality improves the accuracy of simulated preoperative planning in temporal bones: a feasibility and validation study. Eur Arch Otorhinolaryngol. 2021;278(8):2795-2806. doi:10.1007/s00405-020-06360-6
Puustinen S, Alaoui S, Bartczak P, et al. Spectrally Tunable Neural Network-Assisted Segmentation of Microneurosurgical Anatomy. Front Neurosci. 2020;14:640. Published 2020 Jun 30. doi:10.3389/fnins.2020.00640
Bartczak, P., Vrzakova, H., Bednarik, R., Iso-Mustajarvi, M., Hauta-Kasari, M., Jääskeläinen, J. E., ... & Elomaa, A. P. (2018, June). Spectral Video in Image-Guided Microsurgical Applications: Integrating Imaging Technology into the Clinical Environment and Ergonomic Considerations. In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) (pp. 286-291). IEEE. See article [PDF]
Bartczak, P., Iso-Mustajarvi, M., Vrzakova, H., Bednarik, R., Fraunberg, M., & Elomaa, A. P. (2018, June). A Portable System for On-Site Medical Spectral Imaging: Pre-Clinical Development and Early Evaluation. In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) (pp. 256-261). IEEE. See article [PDF]
Leppänen, T., Vrzakova, H., Bednarik, R., Kanervisto, A., Elomaa, A. P., Huotarinen, A., ... & Jääskeläinen, J. E. (2018, June). Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural Networks. In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) (pp. 211-216). IEEE. See article [PDF]
Bednarik, R., Bartczak, P., Vrzakova, H., Koskinen, J., Elomaa, A. P., Huotarinen, A., ... & von und zu Fraunberg, M. (2018, June). Pupil size as an indicator of visual-motor workload and expertise in microsurgical training tasks. In Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (p. 60). ACM. See article [PDF]
Bednarik, R., Koskinen, J., Vrzakova, H., Bartczak, P., & Elomaa, A. P. (2018). Blink-Based Estimation of Suturing Task Workload and Expertise in Microsurgery. In Proceedings: 31st IEEE International Symposium on Computer-Based Medical Systems-CBMS 2018. See article [PDF]
Eivazi, S., Hafez, A., Fuhl, W., Afkari, H., Kasneci, E., Lehecka, M., & Bednarik, R. (2017). Optimal eye movement strategies: a comparison of neurosurgeons gaze patterns when using a surgical microscope. Acta neurochirurgica, 159(6), 959-966. See article [PDF]
Afkari, H., Bednarik, R., Mäkelä, S., & Eivazi, S. (2016). Mechanisms for maintaining situation awareness in the micro-neurosurgical operating room. International Journal of Human-Computer Studies, 95, 1-14. See article [PDF]
Zheng, B., Jiang, X., Bednarik, R., & Atkins, M. S. (2016, October). Gaze characteristics of video watching in a surgical setting. In 2016 IEEE Second Workshop on Eye Tracking and Visualization (ETVIS) (pp. 11-15). IEEE. See article [PDF]
Eivazi, S., Bednarik, R., Leinonen, V., von und zu Fraunberg, M., & Jääskeläinen, J. E. (2015). Embedding an eye tracker into a surgical microscope: Requirements, design, and implementation. IEEE Sensors Journal, 16(7), 2070-2078. See article [PDF]
Jiang, X., Zheng, B., Bednarik, R., & Atkins, M. S. (2015). Pupil responses to continuous aiming movements. International Journal of Human-Computer Studies, 83, 1-11. See article [PDF]
Eivazi, S., Afkari, H., Bednarik, R., Leinonen, V., Tukiainen, M., & Jääskeläinen, J. E. (2015). Analysis of disruptive events and precarious situations caused by interaction with neurosurgical microscope. Acta neurochirurgica, 157(7), 1147-1154. See article [PDF]
Aarno Dietz, Michael Buschermöhle, Ville Sivonen, Tytti Willberg, Antti A Aarnisalo, Thomas Lenarz , Birger Kollmeier. (2015) Characteristics and International Comparability of the Finnish Matrix Sentence Test in Cochlear Implant Recipients. Int J Audiol, 54 Suppl 2, 80-7 See article [PDF]
Afkari, H., Eivazi, S., Bednarik, R., & Mäkelä, S. (2014, October). The potentials for hands-free interaction in micro-neurosurgery. In Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational (pp. 401-410). ACM. See article [PDF]
Jiang, X., Atkins, M. S., Tien, G., Bednarik, R., & Zheng, B. (2014, April). Pupil responses during discrete goal-directed movements. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 2075-2084). ACM. See article [PDF]
Tien, G., Atkins, M. S., Jiang, X., Zheng, B., & Bednarik, R. (2014, March). Verbal gaze instruction matches visual gaze guidance in laparoscopic skills training. In Proceedings of the Symposium on Eye Tracking Research and Applications (pp. 331-334). ACM. See article [PDF]
Aarno Dietz, Michael Buschermöhle, Antti A Aarnisalo, Annukka Vanhanen, Taneli Hyyrynen, Olli Aaltonen, Heikki Löppönen, Melanie A Zokoll, Birger Kollmeier. (2014) The Development and Evaluation of the Finnish Matrix Sentence Test for Speech Intelligibility Assessment. Acta Otolaryngol 134 (7), 728-37 See article [PDF]
Eivazi, S., Bednarik, R., Tukiainen, M., von und zu Fraunberg, M., Leinonen, V., & Jääskeläinen, J. E. (2012, March). Gaze behaviour of expert and novice microneurosurgeons differs during observations of tumor removal recordings. In Proceedings of the Symposium on Eye Tracking Research and Applications (pp. 377-380). ACM. See article [PDF]
Hasnat, M. A., Parkkinen, J., Hauta-Kasari, M., Antikainen, J., Orava, J., von und zu Fraunberg, M., & Jääskeläinen, J. E. (2011). Spectral color reconstruction and target visualization of live tissue. In Scandinavian workshop on imaging food quality 2011, Ystad, May 27, 2011: Proceedings See article [PDF]