Advanced search
Found 4 essays matching the above criteria.
-
1. An empirical comparison of generative capabilities of GAN vs VAE
University essay from KTH/DatavetenskapAbstract : Generative models are a family of machine learning algorithms that are aspire to enable computers to understand the real world. Their capability to understand the underlying distribution of data enables them to generate synthetic data from the data they are trained on. READ MORE
-
2. The importance of data when training a CNN for medical diagnostics : A study of how dataset size and format affects the learning process of a CNN
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Using the computational capabilities of computers within the medical field has become increasingly popular since the emergence of CAD during the middle of the twentieth century. The prevalence of skin cancer attracted research resources, and in 2017, a group of scientists from Stanford University trained a CNN which could outperform board certified dermatologists in several skin cancer classification tests. READ MORE
-
3. Short Range Millimeter-Wave Inverse Synthetic Aperture Radar Imaging
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Millimeter-wave radar imaging has potential uses in applications such as material analysis and medical in-vivo scanning of tissue. This thesis is about measuring objects using a millimeter wave radar, implement radar imaging algorithms and evaluate the resulting images. READ MORE
-
4. Clustering Lab value working with medical data
University essay from DatateknikAbstract : Data mining is a relatively new field of research that its objective is to acquire knowledge from large amounts of data. In medical and health care areas, due to regulations and due to the availability of computers, a large amount of data is becoming available [27]. READ MORE
