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Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction.
J Imaging. 2020 May 28;6(6):37. doi: 10.3390/jimaging6060037.
J Imaging. 2020.
PMID: 34460583
Free PMC article.
An Improved Self-Labeled Algorithm for Cancer Prediction.
Livieris I, Pintelas E, Kanavos A, Pintelas P.
Livieris I, et al. Among authors: pintelas p.
Adv Exp Med Biol. 2020;1194:331-342. doi: 10.1007/978-3-030-32622-7_31.
Adv Exp Med Biol. 2020.
PMID: 32468549
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Smoothing and stationarity enforcement framework for deep learning time-series forecasting.
Livieris IE, Stavroyiannis S, Iliadis L, Pintelas P.
Livieris IE, et al. Among authors: pintelas p.
Neural Comput Appl. 2021;33(20):14021-14035. doi: 10.1007/s00521-021-06043-1. Epub 2021 May 5.
Neural Comput Appl. 2021.
PMID: 33967398
Free PMC article.
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Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.
Apostolopoulos ID, Pintelas EG, Livieris IE, Apostolopoulos DJ, Papathanasiou ND, Pintelas PE, Panayiotakis GS.
Apostolopoulos ID, et al. Among authors: pintelas pe.
Med Biol Eng Comput. 2021 Jun;59(6):1299-1310. doi: 10.1007/s11517-021-02378-y. Epub 2021 May 18.
Med Biol Eng Comput. 2021.
PMID: 34003394
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A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets.
Pintelas E, Livieris IE, Pintelas PE.
Pintelas E, et al. Among authors: pintelas pe.
Sensors (Basel). 2021 Nov 20;21(22):7731. doi: 10.3390/s21227731.
Sensors (Basel). 2021.
PMID: 34833805
Free PMC article.
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Special Issue on Machine Learning and AI for Sensors.
Pintelas P, Kotsiantis S, Livieris IE.
Pintelas P, et al.
Sensors (Basel). 2023 Mar 3;23(5):2770. doi: 10.3390/s23052770.
Sensors (Basel). 2023.
PMID: 36904974
Free PMC article.
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Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
Livieris IE, Pintelas E, Kiriakidou N, Pintelas P.
Livieris IE, et al. Among authors: pintelas p.
J Imaging. 2023 Oct 14;9(10):224. doi: 10.3390/jimaging9100224.
J Imaging. 2023.
PMID: 37888331
Free PMC article.
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