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eess.IV2026
Lung nodule classification on CT scan patches using 3D convolutional neural networks
Volodymyr Sydorskyi
Lung cancer remains one of the most common and deadliest forms of cancer worldwide. The likelihood of successful treatment depends strongly on the stage at which the disease is dia…
eess.IV2024
Interactive decision support system for lung cancer segmentation
Volodymyr Sydorskyi
This paper studies Clinical Intelligent Decision Support Systems (CIDSSs) for lung cancer segmentation, which are based on deep neural nets. A new interactive CIDSS is proposed and…
eess.IV2023★ 1 cited
Semi-Supervised Segmentation of Functional Tissue Units at the Cellular Level
Volodymyr Sydorskyi, Igor Krashenyi, Denis Sakva +1
We present a new method for functional tissue unit segmentation at the cellular level, which utilizes the latest deep learning semantic segmentation approaches together with domain…