Constantinos G. Loukas

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 9

Top Topics

Visual Saliency

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Biol. Eng. Comput.

Publications

Constantinos G. Loukas, Athanasios Gazis, Dimitrios Schizas
A Multiple-instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images. BIOIMAGING (2022)
Constantinos G. Loukas, Maximos Frountzas, Ioannis D. Schizas
Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Panagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, Nikolaos Kelekis, Stylianos Argentos, Nikolaos Oikonomopoulos, Constantinos G. Loukas
Lung cancer histology classification from CT images based on radiomics and deep learning models. Medical Biol. Eng. Comput. 59 (7-8) (2021)
Constantinos G. Loukas, Athanasios Gazis, Dimitrios Schizas
A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images. CoRR (2021)
Constantinos G. Loukas, Ioannis D. Schizas
Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning. BIOIMAGING (2020)
Constantinos G. Loukas
Surgical Phase Recognition of Short Video Shots based on Temporal Modeling of Deep Features. BIOIMAGING (2019)
Constantinos G. Loukas
Surgical Phase Recognition of Short Video Shots Based on Temporal Modeling of Deep Features. CoRR (2018)
Constantinos G. Loukas, Christos Varytimidis, Konstantinos Rapantzikos, Meletios A. Kanakis
Keyframe extraction from laparoscopic videos based on visual saliency detection. Comput. Methods Programs Biomed. 165 (2018)
Constantinos G. Loukas, Nikolaos Nikiteas, Ioannis D. Schizas, Evangelos Georgiou
Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework. Int. J. Comput. Assist. Radiol. Surg. 11 (11) (2016)
Constantinos G. Loukas, Constantinos Rouseas, Evangelos Georgiou
The role of hand motion connectivity in the performance of laparoscopic procedures on a virtual reality simulator. Medical Biol. Eng. Comput. 51 (8) (2013)
Constantinos G. Loukas
Assessment of tumour angiogenesis in tissue section images based on a self-organising map (SOM). Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 (2) (2013)
Constantinos G. Loukas, Spiros Kostopoulos, Anna Tanoglidi, Dimitris Glotsos, Konstantinos Sfikas, Dionisis A. Cavouras
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification. Comput. Math. Methods Medicine 2013 (2013)
Constantinos G. Loukas, Evangelos Georgiou
Visual Tracking of Laparoscopic Instruments in a Hough Space. MMVR (2012)
Constantinos G. Loukas, Peter Brown
A PC-based system for predicting movement from deep brain signals in Parkinson's disease. Comput. Methods Programs Biomed. 107 (1) (2012)
Constantinos G. Loukas, Evangelos Georgiou
Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Vasileios Lahanas, Constantinos G. Loukas, Nikolaos Nikiteas, Dimitrios Dimitroulis, Evangelos Georgiou
Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios. DSP (2011)
Constantinos G. Loukas, Alf D. Linney
On a relaxation-labelling algorithm for quantitative assessment of tumour vasculature in tissue section images. Comput. Biol. Medicine 35 (2) (2005)
Constantinos G. Loukas, Alf D. Linney
A survey on histological image analysis-based assessment of three major biological factors influencing radiotherapy: proliferation, hypoxia and vasculature. Comput. Methods Programs Biomed. 74 (3) (2004)