Stergios Christodoulidis
Orcid: 0000-0002-8773-1070
According to our database1,
Stergios Christodoulidis
authored at least 28 papers
between 2014 and 2024.
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Bibliography
2024
Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation.
IEEE Access, 2024
2023
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis.
Proceedings of the Machine Learning for Health, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients.
IEEE Trans. Multim., 2021
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning.
Remote. Sens., 2021
Medical Image Anal., 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Frontiers Comput. Neurosci., 2020
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia.
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.
IEEE J. Biomed. Health Informatics, 2019
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries.
Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
2017
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.
IEEE J. Biomed. Health Informatics, 2017
Prognosis of Abdominal Aortic Aneurysms: A Machine Learning-Enabled Approach Merging Clinical, Morphometric, Biomechanical and Texture Information.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.
IEEE Trans. Medical Imaging, 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis.
CoRR, 2016
2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
2014
Classification of interstitial lung disease patterns using local DCT features and random forest.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014