Tag: Deep Learning
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Machine Learning Project in Oncology 5 – Developing Convolutional Neural Networks for Classifying Breast Cancer Based on Histopathological Images
There are already some excellent blogs and papers on the topic (See [1]-[4] in References). The project was divided into 6 steps: 0. Raise A question and Prepare Data. Breast cancer is a malignant tumor that grows in or around the breast tissue (mainly in the milk ducts and glands). A tumor usually starts as […]
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Machine Learning Project in Oncology 1 – Deep Learning-based Identification of Prostate Cancer using TCGA RNA-seq
Prostate cancer (PRAD) is the most common non-skin cancer in America. In the United States, 1 in 8 men will be diagnosed with prostate cancer in his lifetime. The challenge of classifying PRAD and normal tissues based on gene expression data has been tackled through the development of diverse machine learning methods, such as self-organizing […]