Search results for: AIDED DESIGN

• Jacek Tomków dr hab. inż.

  People

  Institute of Manufacturing and Materials Technology

  Education:1. 2018 - Ph.D. of Technical Sciencesin field of Materials Engineeringthesis: Influence of underwater welding conditions on cold cracking of high strength low alloy steel 2. 2012 - Master of Science Engineer, Gdansk University of Technologyin the field of: Mechanical Engineeringwith specialization in: Manufacturing Engineering and Computer Aided Manufacturing Processesthesis: Non-destructive testing of welding joints...

• Segmentation-Based BI-RADS ensemble classification of breast tumours in ultrasound images

  Publication

  • M. Bobowicz
  • M. Badocha
  • K. Gwozdziewicz
  • M. Rygusik
  • P. Kalinowska
  • E. Szurowska
  • T. Dziubich

  - INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS - Year 2024

  Background: The development of computer-aided diagnosis systems in breast cancer imaging is exponential. Since 2016, 81 papers have described the automated segmentation of breast lesions in ultrasound images using arti- ficial intelligence. However, only two papers have dealt with complex BI-RADS classifications. Purpose: This study addresses the automatic classification of breast lesions into binary classes (benign vs. ma- lignant)...

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