Sökning: "Multiple-Instance Learning MIL"
Hittade 2 uppsatser innehållade orden Multiple-Instance Learning MIL.
1. Comparing Weak and Strong Annotation Strategies for Multiple Instance Learning in Digital Pathology
Master-uppsats, KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Sammanfattning : Prostate cancer is the second most diagnosed cancer worldwide and its diagnosis is done through visual inspection of biopsy tissue by a pathologist, who assigns a score used by doctors to decide on the treatment. However, the scoring system, the Gleason score, is affected by a high inter and intra-observer variability, lack of standardization, and overestimation. LÄS MER
2. Deep Learning for Prostate Cancer Risk Prediction Through Image Analysis of Cells
Master-uppsats, KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Sammanfattning : Prostate cancer is one of the most common types of cancer occurring in men. Several types of research have been done using deep learning methods for the classification/prediction of cancer grades. In this thesis, the results of prostate cancer risk prediction, based only on the images of cells from the prostate tissues, have been analyzed. LÄS MER