Essays about: "Tumor Classification"

Showing result 1 - 5 of 16 essays containing the words Tumor Classification.

  1. 1. Classification of brain tumors in weakly annotated histopathology images with deep learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Dávid Hrabovszki; [2021]
    Keywords : medical imaging; deep learning; glioblastoma; tcga; brain tumor; weakly supervised; histopathology; digital pathology; histology;

    Abstract : Brain and nervous system tumors were responsible for around 250,000 deaths in 2020 worldwide. Correctly identifying different tumors is very important, because treatment options largely depend on the diagnosis. READ MORE

  2. 2. Ensemble Learning Applied to Classification of Malignant and Benign Breast Cancer

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

    Author : Pierre Segerström; Felix Boltshauser; [2021]
    Keywords : ;

    Abstract : In this study, we show how ensemble learning can be useful for the future of breast cancer diagnosis. The chosen ensemble learning method was bagging, which made use of the classifiers Support Vector Machine (SVM), Decision Tree (DT) and Naive Bayes (NB) in order to classify mammograms as benign or malignant. READ MORE

  3. 3. Patch-level classification of brain tumor tissue in digital histopathology slides with Deep Learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Vasileia Kampouraki; [2021]
    Keywords : histology; digital pathology; glioblastoma; deep learning; classification;

    Abstract : Histopathology refers to the visual inspection of tissue under the microscope and it is the core part of diagnosis. The process of manual inspection of histopathology slides is very time-consuming for pathologists and error-prone. Furthermore, diagnosis can sometimes differ among specialists. READ MORE

  4. 4. Determining linguistic predictor for the classification of subjective cognitive impairment and mild cognitive impairment using machine learning

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Tian Wang; [2020-09-01]
    Keywords : mild cognitive impairment; sibjective cognitive impairment; natural language processing; support vector machine; neural networks;

    Abstract : Introduction Mild Cognitive Impairment (MCI) is a neurological condition characterized by cognitive decline greater than expected for an individual's age and education level. Subjective Cognitive Impairment (SCI) is a selfreported decline in cognitive abilities but not clinically identified as MCI. READ MORE

  5. 5. Automated Histopathological Evaluation of Tumor Images using CNNs

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Jonatan Nyström; [2020]
    Keywords : CNN; CNNs; statistical; model; models; VGG16; InceptionV3; Keras; Histopathology; lymph node; metastases; malignant melanoma; pathologist; annotation; automatical; image; images; processing; H E; Hematoxylin; Eosin; QuPath; inference; Technology and Engineering;

    Abstract : Histopathology is the procedure used in medicine to optically examine microscope-images of tissue samples (biopsies) in order to study the manifestation of disease. It is used, for example, to diagnose the spread and type of cancer tumors, which have implications on the chosen treatment. READ MORE