33 citations · 77 across the 7 of their papers we have counts for
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eess.IV2022★ 14 cited
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images
Theofanis Ganitidis, Maria Athanasiou, Kalliopi Dalakleidi +3
Carotid atherosclerosis is the major cause of ischemic stroke resulting in significant rates of mortality and disability annually. Early diagnosis of such cases is of great importa…
cs.LG2022★ 23 cited
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis
Panagiota Karatza, Kalliopi V. Dalakleidi, Maria Athanasiou +1
Early detection of breast cancer is a powerful tool towards decreasing its socioeconomic burden. Although, artificial intelligence (AI) methods have shown remarkable results toward…