Development of a Method for Visualizing and Quantifying Thrombus Formation in Extracorporeal Membrane Oxygenators

Medicine, Medical Imaging, Cardiovascular System, Life Sciences, Bioengineering,
thrombosis   medical device-associated thrombosis   extracorporeal membrane oxygenation   computed tomography   biomaterials  

Extracorporeal Membrane Oxygenation (ECMO) is a life-support technology used for patients with cardiac and respiratory failure. Although ECMO plays a crucial role in clinical practice, its use is accompanied by significant risks of medical device-associated thrombosis. Thrombosis not only obstructs blood flow in the oxygenator but also reduces gas ...

Development and Validation of a Deep Learning Radiomics Model with Clinical-Radiological Characteristics for the Identification of Occult Peritoneal Metastases in Patients with Pancreatic Ductal Adenocarcinoma

Information Science, Computer Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Medical Imaging, Oncology,
deep learning   radiomics   occult peritoneal metastases   pancreatic ductal adenocarcinoma   computed tomography  

Development and Validation of a Deep Learning Radiomics Model Combined with Clinical Radiological Features for Predicting Occult Peritoneal Metastasis in Patients with Pancreatic Ductal Adenocarcinoma Background Pancreatic ductal adenocarcinoma (PDAC) is an extremely lethal malignancy with a 5-year survival rate of approximately 11%. The poor progn...