Essays about: "Tumor Classification"

Showing result 16 - 20 of 25 essays containing the words Tumor Classification.

  1. 16. Deep Learning Based Multi-Label Classification of Radiotherapy Target Volumes for Prostate Cancer

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Lina Welander; [2019]
    Keywords : Multi-label classification; MIQA; INCA; Deep neural network;

    Abstract : An initiative to standardize the nomenclature in Sweden started in 2016 along with the creation of the local database Medical Information Quality Archive (MIQA) and a national radiotherapy register on Information Network for CAncercare (INCA). A problem of identifying the clinical tumor volume (CTV) structures and prescribed dose arose when the consecutive number, which is added to the CTV-name, was made inconsistently in MIQA and INCA. READ MORE

  3. 17. Two subtypes of lung cancer classification from histopathology images based on deep learning

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Xiao Chen Shen; [2019]
    Keywords : deep learning; lung cancer; transfer learning; ensemble learning; Physics and Astronomy;

    Abstract : Adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) are the most common forms of lung cancer. These two subtypes of lung cancer are usually classified by visual inspection clinically. Our aim is to design an effective strategy based on convolutional neural networks to classify histopathology slides of these two types of lung cancer. READ MORE

  4. 18. Evaluation of a Radiomics Model for Classification of Lung Nodules

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

    Author : Parastu Rahgozar; [2019]
    Keywords : Lung Nodule; Radiomics; Tumor Classification;

    Abstract : Lung cancer has been a major cause of death among types of cancers in the world. In the early stages, lung nodules can be detected by the aid of imaging modalities such as Computed Tomography (CT). In this stage, radiologists look for irregular rounded-shaped nodules in the lung which are normally less than 3 centimeters in diameter. READ MORE

  5. 19. Classification of Lung Tumors by using Deep Learning

    University essay from KTH/Optimeringslära och systemteori

    Author : Johanna Berger; [2018]
    Keywords : ;

    Abstract : The aim of this thesis is to apply deep learning on medical images in order to build an image recognition algorithm. The medical images used for this purpose are CT scans of lung tissue, which is a three dimensional image of a patients lungs. READ MORE

  6. 20. A Statistical Framework for Classification of Tumor Type from microRNA Data

    University essay from KTH/Matematisk statistik

    Author : Josefine Röhss; [2016]
    Keywords : miRNA; mRNA; random forest; classification; HCC; diagnosis;

    Abstract : Hepatocellular carcinoma (HCC) is a type of liver cancer with low survival rate, not least due to the difficulty of diagnosing it in an early stage. The objective of this thesis is to build a random forest classification method based on microRNA (and messenger RNA) expression profiles from patients with HCC. READ MORE