Constantinos G. Loukas

According to our database, Constantinos G. Loukas authored at least 16 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Multiple-instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images.

Constantinos G. Loukas, Athanasios Gazis, Dimitrios Schizas

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Lung cancer histology classification from CT images based on radiomics and deep learning models.

Panagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, Nikolaos Kelekis, Stylianos Argentos, Nikolaos Oikonomopoulos, Constantinos G. Loukas

Medical Biol. Eng. Comput., 2021

Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning.

Constantinos G. Loukas, Maximos Frountzas, Ioannis D. Schizas

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning.

Constantinos G. Loukas, Ioannis D. Schizas

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Surgical Phase Recognition of Short Video Shots based on Temporal Modeling of Deep Features.

Constantinos G. Loukas

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Keyframe extraction from laparoscopic videos based on visual saliency detection.

Constantinos G. Loukas, Christos Varytimidis, Konstantinos Rapantzikos, Meletios A. Kanakis

Comput. Methods Programs Biomed., 2018

2016

Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework.

Constantinos G. Loukas, Nikolaos Nikiteas, Ioannis D. Schizas, Evangelos Georgiou

Int. J. Comput. Assist. Radiol. Surg., 2016

2013

The role of hand motion connectivity in the performance of laparoscopic procedures on a virtual reality simulator.

Constantinos G. Loukas, Constantinos Rouseas, Evangelos Georgiou

Medical Biol. Eng. Comput., 2013

Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification.

Constantinos G. Loukas, Spiros Kostopoulos, Anna Tanoglidi, Dimitris Glotsos, Konstantinos Sfikas, Dionisis A. Cavouras

Comput. Math. Methods Medicine, 2013

Assessment of tumour angiogenesis in tissue section images based on a self-organising map (SOM).

Constantinos G. Loukas

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

2012

A PC-based system for predicting movement from deep brain signals in Parkinson's disease.

Constantinos G. Loukas, Peter Brown

Comput. Methods Programs Biomed., 2012

Visual Tracking of Laparoscopic Instruments in a Hough Space.

Constantinos G. Loukas, Evangelos Georgiou

Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

2011

Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees.

Constantinos G. Loukas, Evangelos Georgiou

IEEE Trans. Biomed. Eng., 2011

Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios.

Vasileios Lahanas, Constantinos G. Loukas, Nikolaos Nikiteas, Dimitrios Dimitroulis, Evangelos Georgiou

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2005

On a relaxation-labelling algorithm for quantitative assessment of tumour vasculature in tissue section images.

Constantinos G. Loukas, Alf D. Linney

Comput. Biol. Medicine, 2005

2004

A survey on histological image analysis-based assessment of three major biological factors influencing radiotherapy: proliferation, hypoxia and vasculature.

Constantinos G. Loukas, Alf D. Linney

Comput. Methods Programs Biomed., 2004