Transformers in medical imaging: A survey
Following unprecedented success on the natural language tasks, Transformers have been
successfully applied to several computer vision problems, achieving state-of-the-art results …
successfully applied to several computer vision problems, achieving state-of-the-art results …
Advances in medical image analysis with vision transformers: a comprehensive review
The remarkable performance of the Transformer architecture in natural language processing
has recently also triggered broad interest in Computer Vision. Among other merits …
has recently also triggered broad interest in Computer Vision. Among other merits …
The 6th affective behavior analysis in-the-wild (abaw) competition
This paper describes the 6th Affective Behavior Analysis in-the-wild (ABAW) Competition
which is part of the respective Workshop held in conjunction with IEEE CVPR 2024. The 6th …
which is part of the respective Workshop held in conjunction with IEEE CVPR 2024. The 6th …
Domain Adaptation Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
The paper presents the DEF-AI-MIA COV19D Competition which is organized in the
framework of the'Domain adaptation Explainability Fairness in AI for Medical Image Analysis …
framework of the'Domain adaptation Explainability Fairness in AI for Medical Image Analysis …
Vision Transformers in medical computer vision—A contemplative retrospection
Abstract Vision Transformers (ViTs), with the magnificent potential to unravel the information
contained within images, have evolved as one of the most contemporary and dominant …
contained within images, have evolved as one of the most contemporary and dominant …
Analysing affective behavior in the second abaw2 competition
D Kollias, S Zafeiriou - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Abstract The Affective Behavior Analysis in-the-wild (ABAW2) 2021 Competition is the
second Competition-following the first very successful ABAW Competition held in …
second Competition-following the first very successful ABAW Competition held in …
Ai-mia: Covid-19 detection and severity analysis through medical imaging
This paper presents the baseline approach for the organized 2nd Covid-19 Competition,
occurring in the framework of the AIMIA Workshop in the European Conference on …
occurring in the framework of the AIMIA Workshop in the European Conference on …
Medical image segmentation: A review of modern architectures
N Salpea, P Tzouveli, D Kollias - European Conference on Computer …, 2022 - Springer
Medical image segmentation involves identifying regions of interest in medical images. In
modern times, there is a great need to develop robust computer vision algorithms to perform …
modern times, there is a great need to develop robust computer vision algorithms to perform …
A deep neural architecture for harmonizing 3-d input data analysis and decision making in medical imaging
Harmonizing the analysis of data, especially of 3-D image volumes, consisting of different
number of slices and annotated per volume, is a significant problem in training and using …
number of slices and annotated per volume, is a significant problem in training and using …
Mixaugment & mixup: Augmentation methods for facial expression recognition
A Psaroudakis, D Kollias - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
Abstract Automatic Facial Expression Recognition (FER) has attracted increasing attention
in the last 20 years since facial expressions play a central role in human communication …
in the last 20 years since facial expressions play a central role in human communication …