Anastasios Koulaouzidis

27 papers B 4C 3Misc 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy.
CoRR
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
2024 J jnl
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation.
IEEE Access
Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis, Dimitris K. Iakovidis
2023 Misc conf
Co-Operative CNN for Visual Saliency Prediction on WCE Images.
ICASSP
George Dimas, Anastasios Koulaouzidis, Dimitris K. Iakovidis
2023 J jnl
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation.
CoRR
Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis, Dimitris K. Iakovidis
2021 B conf
Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images.
CBMS
Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis
2021 J jnl
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks.
CoRR
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
2020 J jnl
Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames.
Evol. Syst.
Michael D. Vasilakakis, Dimitris Diamantis, Evaggelos Spyrou, Anastasios Koulaouzidis, Dimitris K. Iakovidis
2019 J jnl
Celiac disease and small-bowel enteropathy - Seeing beyond the haze, the mist and the fog.
Comput. Biol. Medicine
Wojciech Marlicz, Anastasios Koulaouzidis
2019 J jnl
Deep Endoscopic Visual Measurements.
IEEE J. Biomed. Health Informatics
Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis
2019 J jnl
Look-behind fully convolutional neural network for computer-aided endoscopy.
Biomed. Signal Process. Control.
Dimitrios E. Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
2019 C conf
MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder.
BIBE
George Dimas, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
2019 C conf
Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training.
BIBE
Dimitris Diamantis, Athena Zacharia, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
2018 J jnl
DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy.
Comput. Math. Methods Medicine
Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis
2018 J jnl
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.
IEEE Trans. Medical Imaging
Dimitrios K. Iakovidis, Spiros V. Georgakopoulos, Michael Vasilakakis, Anastasios Koulaouzidis, Vassilis P. Plagianakos
2018 B conf
Investigating Cross-Dataset Abnormality Detection in Endoscopy with A Weakly-Supervised Multiscale Convolutional Neural Network.
ICIP
Dimitris Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
2018 J jnl
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks.
J. Medical Robotics Res.
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
2018 — conf
Towards an ASIC-based Fluoroscopic Capsule for the Early Cancer Detection in the Small Intestine.
EMBC
Giorgos Varnava, Panayiota Demosthenous, Anastasios Koulaouzidis, Julius Georgiou
2017 C conf
Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos.
EANN
Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Chatzis, Anastasios Koulaouzidis
2017 — conf
Fully convolutional neural networks for polyp segmentation in colonoscopy.
Computer-Aided Diagnosis
Patrick Brandao, Evangelos B. Mazomenos, Gastone Ciuti, Renato Caliò, Federico Bianchi, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, Danail Stoyanov
2017 J jnl
Intelligent visual localization of wireless capsule endoscopes enhanced by color information.
Comput. Biol. Medicine
George Dimas, Evaggelos Spyrou, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
2017 B conf
Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks.
CBMS
George Dimas, Dimitrios K. Iakovidis, Gastone Ciuti, Alexandros Karargyris, Anastasios Koulaouzidis
2016 — conf
Weakly-Supervised Lesion Detection in Video Capsule Endoscopy Based on a Bag-of-Colour Features Model.
CARE@MICCAI
Michael Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis
2015 — conf
Blood detection in wireless capsule endoscope images based on salient superpixels.
EMBC
Dimitrios K. Iakovidis, Dimitris Chatzis, Panos Chrysanthopoulos, Anastasios Koulaouzidis
2015 J jnl
Comparative assessment of feature extraction methods for visual odometry in wireless capsule endoscopy.
Comput. Biol. Medicine
Evaggelos Spyrou, Dimitrios K. Iakovidis, Stavros Niafas, Anastasios Koulaouzidis
2015 J jnl
Quantitative measurements in capsule endoscopy.
Comput. Biol. Medicine
Martin Keuchel, Niels Kurniawan, Peter Baltes, Dirk Bandorski, Anastasios Koulaouzidis
2015 J jnl
Robust capsule endoscopy lesion quantification and localization systems.
Comput. Biol. Medicine
Anastasios Koulaouzidis, Dimitrios K. Iakovidis
2014 B conf
Automatic lesion detection in wireless capsule endoscopy - A simple solution for a complex problem.
ICIP
Dimitrios K. Iakovidis, Anastasios Koulaouzidis