Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural Networks. - Tomi Leppanen; Hana Vrzakova; Roman Bednarik; Anssi Kanervisto; Antti-Pekka Elomaa; Antti Huotarinen; Piotr Bartczak; Mikael von und zu Fraunberg; Juha E. Jääskeläinen (CBMS, 2018)

Pupil size as an indicator of visual-motor workload and expertise in microsurgical training tasks. - Roman Bednarik; Piotr Bartczak; Hana Vrzakova; Jani Koskinen; Antti-Pekka Elomaa; Antti Huotarinen; David Gil de Gómez Pérez; Mikael von und zu Fraunberg (ETRA, 2018)

Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database. - 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 (CBMS, 2022)

Integration of Human Factors in Surgery: Interdisciplinary Collaboration in Design, Development, and Evaluation of Surgical Technologies. - Roman Bednarik; Ann Blandford; Feng Feng 004; Antti Huotarinen; Matti Iso-Mustajärvi; Ahreum Lee; Federico Nicolosi; Jeremy Opie; Soojeong Yoo; Bin Zheng 003 (CHI Extended Abstracts, 2022)

Movement-level process modeling of microsurgical bimanual and unimanual tasks. - Jani Koskinen; Antti Huotarinen; Antti-Pekka Elomaa; Bin Zheng 003; Roman Bednarik (Int. J. Comput. Assist. Radiol. Surg., 2022)

Automated tool detection with deep learning for monitoring kinematics and eye-hand coordination in microsurgery. - Jani Koskinen; Mastaneh Torkamani-Azar; Ahmed Hussein; Antti Huotarinen; Roman Bednarik (Comput. Biol. Medicine, 2022)