Výsledky vyhledávání - "DeLand, Lauren A."

Report

Machine Learning Approaches to Automated Flow Cytometry Diagnosis of Chronic Lymphocytic Leukemia

Autor: Kang, Akum S., Kang, Loveleen C., Mastorides, Stephen M., Foulis, Philip R., DeLand, Lauren A., Seifert, Robert P., Borkowski, Andrew A.

Flow cytometry is a technique that measures multiple fluorescence and light scatter-associated parameters from individual cells as they flow a single file through an excitation light source. These cells are labeled with antibodies to detect various a

Externí odkaz: http://arxiv.org/abs/2107.09728

Zobrazit plný text záznamu

Report

Lung and Colon Cancer Histopathological Image Dataset (LC25000)

Autor: Borkowski, Andrew A., Bui, Marilyn M., Thomas, L. Brannon, Wilson, Catherine P., DeLand, Lauren A., Mastorides, Stephen M.

The field of Machine Learning, a subset of Artificial Intelligence, has led to remarkable advancements in many areas, including medicine. Machine Learning algorithms require large datasets to train computer models successfully. Although there are med

Externí odkaz: http://arxiv.org/abs/1912.12142

Zobrazit plný text záznamu

Report

Google Auto ML versus Apple Create ML for Histopathologic Cancer Diagnosis; Which Algorithms Are Better?

Autor: Borkowski, Andrew A., Wilson, Catherine P., Borkowski, Steven A., Thomas, L. Brannon, Deland, Lauren A., Grewe, Stefanie J., Mastorides, Stephen M.

Artificial Intelligence is set to revolutionize multiple fields in the coming years. One subset of AI, machine learning, shows immense potential for application in a diverse set of medical specialties, including diagnostic pathology. In this study, w

Externí odkaz: http://arxiv.org/abs/1903.08057

Zobrazit plný text záznamu

Report

Apple Machine Learning Algorithms Successfully Detect Colon Cancer but Fail to Predict KRAS Mutation Status

Autor: Borkowski, Andrew A., Wilson, Catherine P., Borkowski, Steven A., Thomas, L. Brannon, Deland, Lauren A., Mastorides, Stephen M.

Colon cancer is the second leading cause of cancer-related death in the United States of America. Its prognosis has significantly improved with the advancement of targeted therapies based on underlying molecular changes. The KRAS mutation is one of t

Externí odkaz: http://arxiv.org/abs/1812.04660

Zobrazit plný text záznamu

Report

Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung Cancer

Autor: Borkowski, Andrew A., Wilson, Catherine P., Borkowski, Steven A., Deland, Lauren A., Mastorides, Stephen M.

Lung cancer continues to be a major healthcare challenge with high morbidity and mortality rates among both men and women worldwide. The majority of lung cancer cases are of non-small cell lung cancer type. With the advent of targeted cancer therapy,

Externí odkaz: http://arxiv.org/abs/1808.08230

Zobrazit plný text záznamu