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)

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)

Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios. - Vasileios Lahanas; Constantinos G. Loukas; Nikolaos Nikiteas; Dimitrios Dimitroulis; Evangelos Georgiou (DSP, 2011)

Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees. - Constantinos G. Loukas; Evangelos Georgiou (IEEE Trans. Biomed. Eng., 2011)

Visual Tracking of Laparoscopic Instruments in a Hough Space. - Constantinos G. Loukas; Evangelos Georgiou (MMVR, 2012)

A PC-based system for predicting movement from deep brain signals in Parkinson's disease. - Constantinos G. Loukas; Peter Brown 001 (Comput. Methods Programs Biomed., 2012)

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)

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)

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)

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)

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)

Surgical Phase Recognition of Short Video Shots based on Temporal Modeling of Deep Features. - Constantinos G. Loukas (BIOIMAGING, 2019)

Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning. - Constantinos G. Loukas; Ioannis D. Schizas (BIOIMAGING, 2020)

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)

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)

A Multiple-instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images. - Constantinos G. Loukas; Athanasios Gazis; Dimitrios Schizas (BIOIMAGING, 2022)

Assessment of Training Progression on a Surgical Simulator Using Machine Learning and Explainable Artificial Intelligence Techniques. - Constantinos G. Loukas; Konstantina Prevezanou (ICPRAM, 2025)