Year 2021

• Deep convolutional neural network for predicting kidney tumour malignancy 

  Publication

  • A. Obuchowski
  • B. Klaudel
  • R. Karski
  • B. Rydziński
  • M. Glembin
  • P. Jasik
  • P. Syty

  - Year 2021

  Purpose: According to the statistics, up to 15-20% of removed solid kidney tumors turn out to be benign in postoperative histopathological examination, despite having been identified as malignant by a radiologist. The aim of the research was to limit the number of unnecessary nephrectomies of benign tumors. Methods or Background: We propose a machine-aided diagnostic system for kidney...

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Year 2020

• Transformer-Capsule Model for Intent Detection

  Publication

  • A. Obuchowski

  - Year 2020