PPT-Deep Learning–based Angiogram Generation Model for Cerebral Angiography without

Misregistration Artifacts Ueda D and Katayama Y et al Published Online  March 30 2021 httpsdoiorg101148radiol2021203692 In a retrospective study of  17 934 image pairs collected from 40 patients a deep learning DL model generated cerebral angiograms with fewer misregistration artifacts than conventional digital subtraction angiography . Kamran Ahrar, M.D.. Elizabeth Ninan, PA-C. Jasmine NovoGradac, MBA,BSN,. RN. Terrell Evans, RT. (R)(CT)(MR). Division of Diagnostic Imaging. Section. of Interventional Radiology. 2. Background. Limited Capacity. Carey . Nachenberg. Deep Learning for Dummies (Like me) – Carey . Nachenberg. (Like me). The Goal of this Talk?. Deep Learning for Dummies (Like me) – Carey . Nachenberg. 2. To provide you with . Giuseppe . Biondi-Zoccai. , MD. Sapienza University . of. . Rome. , Italy. giuseppe.biondizoccai@uniroma1.it. Learning. . goals. Scope . of. the . problem. Rationale. . for. . emergency. . coronary. CC: Chest pain . 61 yr old male presented to ED w/ substernal. , non-radiating chest pressure . while walking that lasted approximately 30 minutes. . . Bilateral . arm numbness and . weakness. . Bilateral . Garima Lalwani Karan Ganju Unnat Jain. Today’s takeaways. Bonus RL recap. Functional Approximation. Deep Q Network. Double Deep Q Network. Dueling Networks. Recurrent DQN. Solving “Doom”. Table I John-William . Sidhom. , MD/PhD Candidate ’21. Department of Biomedical Engineering. Johns Hopkins University School of Medicine. Sidney Kimmel Comprehensive Cancer Center. Johns Hopkins University. What is angiogram?. Angiography is a specialized test which is used to examine the state and functioning of the arteries in our heart. The arteries are the important blood vessels that carry oxygenated blood from the heart to the various parts of the body. When a person suffers from a chest pain, which is also known as angina, it becomes necessary to get an angiography done. Angiographies are done in order to study the biology of blood vessels like the arteries and the veins. In short, it is the inspection of the condition inside the 'tubular structures' in the body.. Intro:. . We . inject CO2 in vessel, it causes small decrease in density of lumen of blood in vessel, Demonstrated by using digital subtraction. .. Main purpose: . Patients . with . raised creatinine. Russell Swan. 3-25-2015. History. CC: Blurry vision OS for ~1 week. HPI: 27 year old female with ~ 1 week of vision changes in the left eye. Poor historian 2/2 difficulties with cognition. Per mom, mid December 2 weeks of recurrent dizziness and increased confusion. Seen OSH with normal head CT and treated for migraines. VA Cooperative Studies Program Trial # 578. Contrast-Associated Acute Kidney Injury (CA-AKI). Common . post-. angiography & associated with death, dialysis, progressive CKD. Potentially preventable . 25 year old right handed gentleman presenting with acute onset of diplopia. Neurologic exam: significant for right . sixth nerve palsy.. MRI. Floating stent as . endoluminal. baffle. Post-PED embolization LVA angiogram. RADIOSURGICAL . TREATMENT OF ARTERIOVENUS . MALFORMATIONS . AT . ST. LUKE’S RADIATION ONCOLOGY CENTRE AND BEAUMONT HOSPITAL . Dr.. Christina Skourou. SLRON. Christina.Skourou@slh.ie. Mr. Paul Davenport. Introduction. Out-of-hospital cardiac arrest (OHCA) is the sudden cessation of the heart in an out of hospital setting. In the United States, the incidence of OHCA is estimated at 110 individuals per 100,000 . The overall survival rate is 10.8%. The American Heart Association (AHA) guidelines recommends angiography for patients who have ST elevation in electrocardiogram followed by proper treatments. In patients without ST elevation, other general test and observations would be conducted before further interventions. Some evidence suggests that angiography and immediate percutaneous intervention for OHCA patients could result in better healthcare outcomes regardless of the presence of ST elevation in electrocardiogram. The goal of this study is to investigate whether immediate angiography and PCI are cost-effective compared to the standard of care.  It is important to state the time duration..