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Bioengineering (Basel, Switzerland)|December 23, 2022
Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised LearningAthanasios Gazis, Pantelis Karaiskos, Constantinos LoukasInternational Journal of Computer Assisted Radiology and Surgery|September 17, 2025
Egocentric video analysis for automated assessment of open surgical skills via deep learningAthanasios Gazis, Dimitrios Schizas, Stylianos Kykalos, et al.The International Journal of Medical Robotics + Computer Assisted Surgery : MRCAS|August 9, 2022
Multiple instance convolutional neural network for gallbladder assessment from laparoscopic imagesConstantinos Loukas, Athanasios Gazis, Dimitrios SchizasJSLS : Journal of the Society of Laparoendoscopic Surgeons|November 4, 2020
Surgical Performance Analysis and Classification Based on Video Annotation of Laparoscopic TasksConstantinos Loukas, Athanasios Gazis, Meletios A KanakisMedical & Biological Engineering & Computing|January 7, 2021
Lung cancer histology classification from CT images based on radiomics and deep learning modelsPanagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, et al.Computer Methods and Programs in Biomedicine|April 17, 2012
A PC-based system for predicting movement from deep brain signals in Parkinson's diseaseConstantinos Loukas, Peter BrownIEEE Transactions on Bio-Medical Engineering|September 13, 2011
Multivariate autoregressive modeling of hand kinematics for laparoscopic skills assessment of surgical traineesConstantinos Loukas, Evangelos GeorgiouThe International Journal of Medical Robotics + Computer Assisted Surgery : MRCAS|March 12, 2014
Smoke detection in endoscopic surgery videos: a first step towards retrieval of semantic eventsConstantinos Loukas, Evangelos GeorgiouThe International Journal of Medical Robotics + Computer Assisted Surgery : MRCAS|September 30, 2015
Performance comparison of various feature detector-descriptors and temporal models for video-based assessment of laparoscopic skillsConstantinos Loukas, Evangelos GeorgiouPageof 10