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Constantinos Loukas & Evangelos Georgiou. (2013) Surgical workflow analysis with Gaussian mixture multivariate autoregressive (GMMAR) models: a simulation study. Computer Aided Surgery 18:3-4, pages 47-62.
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Jialang Xu, Dimitrios Anastasiou, James Booker, Oliver E. Burton, Hugo Layard Horsfall, Carmen Salvadores Fernandez, Yang Xue, Danail Stoyanov, Manish K. Tiwari, Hani J. Marcus & Evangelos B. Mazomenos. (2023) A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove. Sensors 23:21, pages 8947.
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Ho Seon Choi & Hyunki In. (2022) The effects of operating height and the passage of time on the end-point performance of fine manipulative tasks that require high accuracy. Frontiers in Physiology 13.
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Yijia Zheng, Kaile Wang, Kai Zhang, Jian An, Junjie Wu, Zhiheng Feng, Chunlan Liu, Jianliu Wang, Qun Lu & Jue Zhang. (2021) A Training Simulator for Fractional Dilation and Curettage With Visualized Force-Position Feedback and Quantitative Evaluation. Obstetrics & Gynecology 138:1, pages 100-105.
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Roger D. DiasAvni GuptaSteven J. Yule. (2019) Using Machine Learning to Assess Physician Competence: A Systematic Review. Academic Medicine 94:3, pages 427-439.
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Yinin Hu, Boxiang Jiang, Helen Kim, Anneke T. Schroen, Philip W. Smith & Sara K. Rasmussen. (2018) Vessel Ligation Fundamentals: A Comparison of Technical Evaluations by Crowdsourced Nonclinical Personnel and Surgical Faculty. Journal of Surgical Education 75:3, pages 664-670.
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Mahtab J. Fard, Sattar Ameri, R. Darin Ellis, Ratna B. Chinnam, Abhilash K. Pandya & Michael D. Klein. (2018) Automated robot-assisted surgical skill evaluation: Predictive analytics approach. The International Journal of Medical Robotics and Computer Assisted Surgery 14:1, pages e1850.
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Mahtab J. Fard, Abhilash K. Pandya, Ratna B. Chinnam, Michael D. Klein & R. Darin Ellis. (2017) Distance-based time series classification approach for task recognition with application in surgical robot autonomy. The International Journal of Medical Robotics and Computer Assisted Surgery 13:3, pages e1766.
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Vasileios Lahanas, Constantinos Loukas & Evangelos Georgiou. (2015) A simple sensor calibration technique for estimating the 3D pose of endoscopic instruments. Surgical Endoscopy 30:3, pages 1198-1204.
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Lee W. WhiteTimothy M. KowalewskiRodney Lee DockterBryan ComstockBlake HannafordThomas S. Lendvay. (2015) Crowd-Sourced Assessment of Technical Skill: A Valid Method for Discriminating Basic Robotic Surgery Skills. Journal of Endourology 29:11, pages 1295-1301.
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C. Monserrat, A. Lucas, J. Hernández-Orallo & M. José Rupérez. (2013) Automatic supervision of gestures to guide novice surgeons during training. Surgical Endoscopy 28:4, pages 1360-1370.
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Ignacio Oropesa, Patricia Sánchez-González, Magdalena K. Chmarra, Pablo Lamata, Rodrigo Pérez-Rodríguez, Frank Willem Jansen, Jenny Dankelman & Enrique J. Gómez. (2013) Supervised classification of psychomotor competence in minimally invasive surgery based on instruments motion analysis. Surgical Endoscopy 28:2, pages 657-670.
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Jagadeesan Jayender & Kirby G. Vosburgh. 2014. Intraoperative Imaging and Image-Guided Therapy. Intraoperative Imaging and Image-Guided Therapy
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B. Bech, L. Lonn, T. V. Schroeder & C. Ringsted. (2013) Fine-motor skills testing and prediction of endovascular performance. Acta Radiologica 54:10, pages 1165-1174.
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Constantinos Loukas, Constantinos Rouseas & Evangelos Georgiou. (2013) The role of hand motion connectivity in the performance of laparoscopic procedures on a virtual reality simulator. Medical & Biological Engineering & Computing 51:8, pages 911-922.
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Narges Ahmidi, Masaru Ishii, Gabor Fichtinger, Gary L. Gallia & Gregory D. Hager. (2012) An objective and automated method for assessing surgical skill in endoscopic sinus surgery using eye-tracking and tool-motion data. International Forum of Allergy & Rhinology 2:6, pages 507-515.
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Nabil Issa, Lawrence Salud, Calvin Kwan, Kyra Woods & Carla Pugh. (2012) Validity and reliability of a sensor-enabled intubation trainer: a focus on patient-centered data. Journal of Surgical Research 177:1, pages 27-32.
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S. Thiemjarus, A. James & G.-Z. Yang. (2012) An eye–hand data fusion framework for pervasive sensing of surgical activities. Pattern Recognition 45:8, pages 2855-2867.
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Nicolas Padoy, Tobias Blum, Seyed-Ahmad Ahmadi, Hubertus Feussner, Marie-Odile Berger & Nassir Navab. (2012) Statistical modeling and recognition of surgical workflow. Medical Image Analysis 16:3, pages 632-641.
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Jagadeesan Jayender, Inbar Spofford, Balazs I. Lengyel, Christopher C. Thompson & Kirby G. Vosburgh. 2012. Augmented Environments for Computer-Assisted Interventions. Augmented Environments for Computer-Assisted Interventions
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C. Loukas & E. Georgiou. (2011) Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees. IEEE Transactions on Biomedical Engineering 58:11, pages 3289-3297.
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Ignacio Oropesa, Patricia Sánchez-González, Pablo Lamata, Magdalena K. Chmarra, José B. Pagador, Juan A. Sánchez-Margallo, Francisco M. Sánchez-Margallo & Enrique J. Gómez. (2011) Methods and Tools for Objective Assessment of Psychomotor Skills in Laparoscopic Surgery. Journal of Surgical Research 171:1, pages e81-e95.
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Vasileios Lahanas, Constantinos Loukas, Nikolaos Nikiteas, Dimitrios Dimitroulis & Evangelos Georgiou. (2011) Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios. Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios.
T. Neumuth, B. Kaschek, D. Neumuth, M. Ceschia, J. Meixensberger, G. Strauss & O. Burgert. (2010) An observation support system with an adaptive ontology-driven user interface for the modeling of complex behaviors during surgical interventions. Behavior Research Methods 42:4, pages 1049-1058.
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P D van Hove, G J M Tuijthof, E G G Verdaasdonk, L P S Stassen & J Dankelman. (2010) Objective assessment of technical surgical skills. British Journal of Surgery 97:7, pages 972-987.
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Yasutaka Tashiro, Hiromasa Miura, Yoshitaka Nakanishi, Ken Okazaki & Yukihide Iwamoto. (2009) Evaluation of Skills in Arthroscopic Training Based on Trajectory and Force Data. Clinical Orthopaedics & Related Research 467:2, pages 546-552.
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