Essays about: "mammogram"

Showing result 6 - 8 of 8 essays containing the word mammogram.

1. 6. Fully Convolutional Networks for Mammogram Segmentation

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Hampus Carlsson; [2019]
   Keywords : Mammography; FCN; Fully Convolutional Neural Networks; Mammogram Segmentation; MIAS;

   Abstract : Segmentation of mammograms pertains to assigning a meaningful label to each pixel found in the image. The segmented mammogram facilitates both the function of Computer Aided Diagnosis Systems and the development of tools used by radiologists during examination. Over the years many approaches to this problem have been presented. READ MORE

3. 7. Adapting multiple datasets for better mammography tumor detection

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Wang Tao; [2018]
   Keywords : breast cancer detection; domain adaptation; transfer learning; semantic segmentation; style transfer;

   Abstract : In Sweden, women of age between of 40 and 74 go through regular screening of their breasts every 18-24 months. The screening mainly involves obtaining a mammogram and having radiologists analyze them to detect any sign of breast cancer. READ MORE

4. 8. Mammography Classification and Nodule Detection using Deep Neural Networks

   University essay from KTH/Numerisk analys, NA

   Author : Fabian Sinzinger; [2017]
   Keywords : ;

   Abstract : Mammographic screenings are the most common modality for an early detection of breast cancer, but a robust annotation of the depicted breast tissue presents an ongoing challenge, even for well-experienced radiologists. Computer-aided diagnosis systems can support the human classification. READ MORE