

Blockages of Arteries To The GI System
The gastro-intestinal system in the abdomen comprises the stomach, small intestine, large intestine, liver, gall bladder and pancreas. These organs are supplied by three main arteries namely Celiac, Superior Mesenteric and Inferior Mesenteric arteries. At our institution angiogram reports are maintained in a database. This database was queried to obtain a list of patients who underwent mesenteric angiograms. The initial part of this report addresses the angiographic features


Using public data to develop a model to predict PAD
Abstract In this analysis data from reliable public sources is analyzed. Moderning supervised machine learning techniques permit us to develop a method to predict who has Peripheral Arterial Disease (PAD) and assess the risk of death amongst these patients. As the data source is a robust database at the CDC website, that is representative of the population of United States of America, the mathematical model derived should better apply to those who reside in USA. This analysis