Alexandros Karargyris
Orcid: 0000-0002-1930-3410
According to our database1,
Alexandros Karargyris
authored at least 54 papers
between 2008 and 2023.
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Bibliography
2023
Medical Image Anal., August, 2023
Nat. Mac. Intell., July, 2023
IEEE Trans. Medical Imaging, 2023
2022
CoRR, 2022
CoRR, 2022
Self-supervised learning via cluster distance prediction for operating room context awareness.
Int. J. Comput. Assist. Radiol. Surg., 2022
2021
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph.
npj Digit. Medicine, 2021
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation.
CoRR, 2021
Self-training with improved regularization for sample-efficient chest x-ray classification.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
A Review of Medical Federated Learning: Applications in Oncology and Cancer Research.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
2020
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development.
CoRR, 2020
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Learning Invariant Feature Representation to Improve Generalization Across Chest X-Ray Datasets.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
2019
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays.
CoRR, 2019
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-Rays.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Boosting the Rule-Out Accuracy of Deep Disease Detection Using Class Weight Modifiers.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
2018
J. Medical Syst., 2018
Chest x-ray generation and data augmentation for cardiovascular abnormality classification.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Universal multi-modal deep network for classification and segmentation of medical images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.
Int. J. Comput. Assist. Radiol. Surg., 2016
2015
OdoCapsule: Next-Generation Wireless Capsule Endoscopy With Accurate Lesion Localization and Video Stabilization Capabilities.
IEEE Trans. Biomed. Eng., 2015
Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control.
Int. J. Pattern Recognit. Artif. Intell., 2015
2014
IEEE Trans. Medical Imaging, 2014
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration.
IEEE Trans. Medical Imaging, 2014
Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2012
Automatic Detection of Similarities and Differences between Small bowel Polyps and Ulcers with a Data Mining Approach in Wireless Capsule Endoscopy Videos.
Int. J. Artif. Intell. Tools, 2012
DERMA/Care: An Advanced image-Processing Mobile Application for Monitoring Skin Cancer.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Three-Dimensional Reconstruction of the Digestive Wall in Capsule Endoscopy Videos Using Elastic Video Interpolation.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Biomed. Eng., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
3D Representation of the Digestive Tract Surface in Wireless Capsule Endoscopy Videos.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010
2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
A methodology for detecting blood-based abnormalities in Wireless Capsule Endoscopy videos.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008