Paralabral Cysts of the Hip

Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/135285/1/jum2012313495.pd

A Review of the Clinical Applications of Artificial Intelligence in Abdominal Imaging

Artificial intelligence (AI) has been a topic of substantial interest for radiologists in recent years. Although many of the first clinical applications were in the neuro, cardiothoracic, and breast imaging subspecialties, the number of investigated and real-world applications of body imaging has been increasing, with more than 30 FDA-approved algorithms now available for applications in the abdomen and pelvis. In this manuscript, we explore some of the fundamentals of artificial intelligence and machine learning, review major functions that AI algorithms may perform, introduce current and potential future applications of AI in abdominal imaging, provide a basic understanding of the pathways by which AI algorithms can receive FDA approval, and explore some of the challenges with the implementation of AI in clinical practice

A low mortality model of chronic pulmonary hypertension in sheep.

<p>BACKGROUND: Pulmonary hypertension and right ventricular failure are major contributors to morbidity and mortality in chronic lung disease. Therefore, large animal models of pulmonary hypertension and right ventricular hypertrophy are needed to study underlying disease mechanisms and test new treatment modalities. The objective of this study was to create a low-mortality model of chronic pulmonary hypertension and right ventricular hypertrophy in sheep.</p> <p>METHODS: The vena cavae of nine sheep weighing 62 ± 2 (SEM) kg were injected with 0.375 g of dextran beads (sephadex) every day for 60 d. Pulmonary hemodynamics were assessed via pulmonary artery catheterization prior to the first injection and again on d 14, 28, 35, 42, 49, and 56. At the end of the experiment, the heart was removed, dissected, and weighed to determine the ratio of right ventricular mass to left ventricle plus septal mass (RV:LV+S).</p> <p>RESULTS: All sheep survived to 60 d. The average pulmonary artery pressure rose from 17 ± 1 mmHg at baseline to 35 ± 3 mmHg on d 56 with no significant change in cardiac output (8.7 ± 0.7 to 9.8 ± 0.7 L/min, P = 0.89). The RV:LV+S was significantly higher (0.42 ± 0.01, P < 0.001) than a historic group of untreated normal animals (0.35 ± 0.01, n = 13).</p> <p>CONCLUSION: This study provides a low-mortality large animal model of moderate chronic pulmonary hypertension and right ventricular hypertrophy.</p