Essays about: "prostate cancer classification"

Showing result 1 - 5 of 13 essays containing the words prostate cancer classification.

  1. 1. Comparing Weak and Strong Annotation Strategies for Multiple Instance Learning in Digital Pathology

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Alice Ciallella; [2022]
    Keywords : Multiple-Instance Learning MIL ; prostate cancer; bag creation; digital pathology; binary classification; multiclass classification;

    Abstract : 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. READ MORE

  3. 2. Feasibility of single time point dosimetry during 177Lu-PSMA-617 treatments of prostate cancer

    University essay from Lunds universitet/Sjukhusfysikerutbildningen

    Author : Elias Nilsson; [2022]
    Keywords : Medicine and Health Sciences;

    Abstract : Introduction: Standard dosimetry methods for radionuclide therapies re- quire imaging at multiple time points post injection. An alternative method has been presented in the literature that uses previously acquired pharma- cokinetic data to create so-called dose factors. READ MORE

  4. 3. Developing an AI based approach to histological tissue type classification

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Sanjith Bonela; [2022]
    Keywords : ;

    Abstract : Histological tissue type classification is a profound research topic. However, most of the research in this area is confined to either to differentiate cancerous tissue from non-cancerous tissue or to classify connective, epithelial, muscleand nervous tissue rather than classifying an organ specific tissue from another. READ MORE

  5. 4. Deep Learning for Prostate Cancer Risk Prediction Through Image Analysis of Cells

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Aditya Tejaswi; [2022]
    Keywords : Prostate Cancer; Multiple Instance Learning; Attention Scores; Cell Segmentation; Prostatacancer; Multiple Instance Learning; Uppmärksamhetspoäng; Cellsegmentering;

    Abstract : 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. READ MORE

  6. 5. Natural Language Processing for Patient Data in Clinical Decision Support Systems

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Amanda Nilsson; Lina Samnegård; [2021]
    Keywords : Natural language processing; Machine learning; Prostate cancer; Named entity recognition; BERT; Technology and Engineering;

    Abstract : In Sweden, prostate cancer is the most common type of cancer among men. The care need within prostate cancer will get higher as the population increases and gets older. With this in mind, there is a need to streamline the care pathway. One way to do this is with a clinical decision support system. READ MORE