Constantinos G. Loukas

20 papers C 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Egocentric video analysis for automated assessment of open surgical skills via deep learning.
Int. J. Comput. Assist. Radiol. Surg.
Athanasios Gazis, Dimitrios Schizas, Stylianos Kykalos, Pantelis Karaiskos, Constantinos G. Loukas
2025 C conf
Assessment of Training Progression on a Surgical Simulator Using Machine Learning and Explainable Artificial Intelligence Techniques.
ICPRAM
Constantinos G. Loukas, Konstantina Prevezanou
2022 — conf
A Multiple-instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images.
BIOIMAGING
Constantinos G. Loukas, Athanasios Gazis, Dimitrios Schizas
2021 J jnl
A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images.
CoRR
Constantinos G. Loukas, Athanasios Gazis, Dimitrios Schizas
2021 J jnl
Lung cancer histology classification from CT images based on radiomics and deep learning models.
Medical Biol. Eng. Comput.
Panagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, Nikolaos Kelekis, Stylianos Argentos, Nikolaos Oikonomopoulos, Constantinos G. Loukas
2021 J jnl
Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning.
Int. J. Comput. Assist. Radiol. Surg.
Constantinos G. Loukas, Maximos Frountzas, Ioannis D. Schizas
2020 — conf
Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning.
BIOIMAGING
Constantinos G. Loukas, Ioannis D. Schizas
2019 — conf
Surgical Phase Recognition of Short Video Shots based on Temporal Modeling of Deep Features.
BIOIMAGING
Constantinos G. Loukas
2018 J jnl
Keyframe extraction from laparoscopic videos based on visual saliency detection.
Comput. Methods Programs Biomed.
Constantinos G. Loukas, Christos Varytimidis, Konstantinos Rapantzikos, Meletios A. Kanakis
2018 J jnl
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep Features.
CoRR
Constantinos G. Loukas
2016 J jnl
Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework.
Int. J. Comput. Assist. Radiol. Surg.
Constantinos G. Loukas, Nikolaos Nikiteas, Ioannis D. Schizas, Evangelos Georgiou
2013 J jnl
Assessment of tumour angiogenesis in tissue section images based on a self-organising map (SOM).
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Constantinos G. Loukas
2013 J jnl
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification.
Comput. Math. Methods Medicine
Constantinos G. Loukas, Spiros Kostopoulos, Anna Tanoglidi, Dimitris Glotsos, Konstantinos Sfikas, Dionisis A. Cavouras
2013 J jnl
The role of hand motion connectivity in the performance of laparoscopic procedures on a virtual reality simulator.
Medical Biol. Eng. Comput.
Constantinos G. Loukas, Constantinos Rouseas, Evangelos Georgiou
2012 J jnl
A PC-based system for predicting movement from deep brain signals in Parkinson's disease.
Comput. Methods Programs Biomed.
Constantinos G. Loukas, Peter Brown
2012 — conf
Visual Tracking of Laparoscopic Instruments in a Hough Space.
MMVR
Constantinos G. Loukas, Evangelos Georgiou
2011 J jnl
Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees.
IEEE Trans. Biomed. Eng.
Constantinos G. Loukas, Evangelos Georgiou
2011 — conf
Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios.
DSP
Vasileios Lahanas, Constantinos G. Loukas, Nikolaos Nikiteas, Dimitrios Dimitroulis, Evangelos Georgiou
2005 J jnl
On a relaxation-labelling algorithm for quantitative assessment of tumour vasculature in tissue section images.
Comput. Biol. Medicine
Constantinos G. Loukas, Alf D. Linney
2004 J jnl
A survey on histological image analysis-based assessment of three major biological factors influencing radiotherapy: proliferation, hypoxia and vasculature.
Comput. Methods Programs Biomed.
Constantinos G. Loukas, Alf D. Linney