Anastasios Koulaouzidis

According to our database, Anastasios Koulaouzidis authored at least 25 papers between 2014 and 2024.

Collaborative distances:

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

2024

Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy.

Panagiota Gatoula, Dimitrios E. Diamantis, Anastasios Koulaouzidis, Cristina Carretero, Stefania Chetcuti-Zammit, Pablo Cortegoso Valdivia, Begoña González-Suárez, Alessandro Mussetto, John Plevris, Alexander Robertson, Bruno Rosa, Ervin Toth, Dimitris K. Iakovidis

CoRR, 2024

This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation.

Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis, Dimitris K. Iakovidis

IEEE Access, 2024

2023

Co-Operative CNN for Visual Saliency Prediction on WCE Images.

George Dimas, Anastasios Koulaouzidis, Dimitris K. Iakovidis

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images.

Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames.

Michael D. Vasilakakis, Dimitris Diamantis, Evaggelos Spyrou, Anastasios Koulaouzidis, Dimitris K. Iakovidis

Evol. Syst., 2020

2019

Deep Endoscopic Visual Measurements.

Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis

IEEE J. Biomed. Health Informatics, 2019

Celiac disease and small-bowel enteropathy - Seeing beyond the haze, the mist and the fog.

Wojciech Marlicz, Anastasios Koulaouzidis

Comput. Biol. Medicine, 2019

Look-behind fully convolutional neural network for computer-aided endoscopy.

Dimitrios E. Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Biomed. Signal Process. Control., 2019

MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder.

George Dimas, Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training.

Dimitris Diamantis, Athena Zacharia, Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.

Dimitrios K. Iakovidis, Spiros V. Georgakopoulos, Michael Vasilakakis, Anastasios Koulaouzidis, Vassilis P. Plagianakos

IEEE Trans. Medical Imaging, 2018

Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks.

Patrick Brandao, Odysseas Zisimopoulos, Evangelos B. Mazomenos, Gastone Ciuti, Jorge Bernal, Marco Visentini Scarzanella, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, David J. Hawkes, Danail Stoyanov

J. Medical Robotics Res., 2018

DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy.

Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis

Comput. Math. Methods Medicine, 2018

Investigating Cross-Dataset Abnormality Detection in Endoscopy with A Weakly-Supervised Multiscale Convolutional Neural Network.

Dimitris Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Towards an ASIC-based Fluoroscopic Capsule for the Early Cancer Detection in the Small Intestine.

Giorgos Varnava, Panayiota Demosthenous, Anastasios Koulaouzidis, Julius Georgiou

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Intelligent visual localization of wireless capsule endoscopes enhanced by color information.

George Dimas, Evaggelos Spyrou, Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Comput. Biol. Medicine, 2017

Fully convolutional neural networks for polyp segmentation in colonoscopy.

Patrick Brandao, Evangelos B. Mazomenos, Gastone Ciuti, Renato Caliò, Federico Bianchi, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, Danail Stoyanov

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos.

Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Chatzis, Anastasios Koulaouzidis

Proceedings of the Engineering Applications of Neural Networks, 2017

Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks.

George Dimas, Dimitrios K. Iakovidis, Gastone Ciuti, Alexandros Karargyris, Anastasios Koulaouzidis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Weakly-Supervised Lesion Detection in Video Capsule Endoscopy Based on a Bag-of-Colour Features Model.

Michael Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis

Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

2015

Comparative assessment of feature extraction methods for visual odometry in wireless capsule endoscopy.

Evaggelos Spyrou, Dimitrios K. Iakovidis, Stavros Niafas, Anastasios Koulaouzidis

Comput. Biol. Medicine, 2015

Robust capsule endoscopy lesion quantification and localization systems.

Anastasios Koulaouzidis, Dimitrios K. Iakovidis

Comput. Biol. Medicine, 2015

Quantitative measurements in capsule endoscopy.

Martin Keuchel, Niels Kurniawan, Peter Baltes, Dirk Bandorski, Anastasios Koulaouzidis

Comput. Biol. Medicine, 2015

Blood detection in wireless capsule endoscope images based on salient superpixels.

Dimitrios K. Iakovidis, Dimitris Chatzis, Panos Chrysanthopoulos, Anastasios Koulaouzidis

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Automatic lesion detection in wireless capsule endoscopy - A simple solution for a complex problem.

Dimitrios K. Iakovidis, Anastasios Koulaouzidis

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014