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2020 – today
- 2022
[j2]Jani Koskinen
, Antti Huotarinen, Antti-Pekka Elomaa, Bin Zheng, Roman Bednarik:
Movement-level process modeling of microsurgical bimanual and unimanual tasks. Int. J. Comput. Assist. Radiol. Surg. 17(2): 305-314 (2022)- [j1]Jani Koskinen, Mastaneh Torkamani-Azar, Ahmed Hussein, Antti Huotarinen, Roman Bednarik:
Automated tool detection with deep learning for monitoring kinematics and eye-hand coordination in microsurgery. Comput. Biol. Medicine 141: 105121 (2022) - [c4]Sami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzakova, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E. Jääskeläinen, Antti-Pekka Elomaa:
Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database. CBMS 2022: 394-399 - [c3]Roman Bednarik, Ann Blandford, Feng Feng, Antti Huotarinen, Matti Iso-Mustajärvi, Ahreum Lee, Federico Nicolosi, Jeremy Opie, Soojeong Yoo, Bin Zheng:
Integration of Human Factors in Surgery: Interdisciplinary Collaboration in Design, Development, and Evaluation of Surgical Technologies. CHI Extended Abstracts 2022: 112:1-112:7
2010 – 2019
- 2018
- [c2]Tomi Leppanen, Hana Vrzakova, Roman Bednarik, Anssi Kanervisto, Antti-Pekka Elomaa, Antti Huotarinen, Piotr Bartczak, Mikael von und zu Fraunberg, Juha E. Jääskeläinen:
Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural Networks. CBMS 2018: 211-216 - [c1]Roman Bednarik, Piotr Bartczak, Hana Vrzakova, Jani Koskinen, Antti-Pekka Elomaa, Antti Huotarinen, David Gil de Gómez Pérez, Mikael von und zu Fraunberg:
Pupil size as an indicator of visual-motor workload and expertise in microsurgical training tasks. ETRA 2018: 60:1-60:5
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