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Articles 1 - 3 of 3
Full-Text Articles in Radiology
Mortality Among Patients With Covid-19 And Different Interstitial Lung Disease Subtypes: A Multicenter Cohort Study., Joy Zhao, Brandon Metra, Gautam George, Jesse Roman, Joseph Mallon, Baskaran Sundaram, Michael Li, Ross Summer
Mortality Among Patients With Covid-19 And Different Interstitial Lung Disease Subtypes: A Multicenter Cohort Study., Joy Zhao, Brandon Metra, Gautam George, Jesse Roman, Joseph Mallon, Baskaran Sundaram, Michael Li, Ross Summer
Division of Pulmonary and Critical Care Medicine Faculty Papers
No abstract provided.
A Multitask Deep Learning Approach For Pulmonary Embolism Detection And Identification, Xiaotian Ma, Emma C Ferguson, Xiaoqian Jiang, Sean I Savitz, Shayan Shams
A Multitask Deep Learning Approach For Pulmonary Embolism Detection And Identification, Xiaotian Ma, Emma C Ferguson, Xiaoqian Jiang, Sean I Savitz, Shayan Shams
Journal Articles
Pulmonary embolism (PE) is a blood clot traveling to the lungs and is associated with substantial morbidity and mortality. Therefore, rapid diagnoses and treatments are essential. Chest computed tomographic pulmonary angiogram (CTPA) is the gold standard for PE diagnoses. Deep learning can enhance the radiologists'workflow by identifying PE using CTPA, which helps to prioritize important cases and hasten the diagnoses for at-risk patients. In this study, we propose a two-phase multitask learning method that can recognize the presence of PE and its properties such as the position, whether acute or chronic, and the corresponding right-to-left ventricle diameter (RV/LV) ratio, thereby …
Dpo: Diffuse Pulmonary Ossification - A Diagnostic Challenge, Gaetano Rea, Giuliana Giacobbe, Danila Caroppo, Silvia Iovine, Roberta Lieto, Marialuisa Bocchino, Tullio Valente, Angelantonio Maglio, Alessandro Vatrella
Dpo: Diffuse Pulmonary Ossification - A Diagnostic Challenge, Gaetano Rea, Giuliana Giacobbe, Danila Caroppo, Silvia Iovine, Roberta Lieto, Marialuisa Bocchino, Tullio Valente, Angelantonio Maglio, Alessandro Vatrella
Translational Medicine @ UniSa
Diffuse pulmonary ossification (DPO) is a rare condition of DLD (diffuse lung disease) characterized by the presence of metaplastic ectopic bone in the lungs and is less frequent in patients without a clear background of lung diseases. DPO is characterized by very small calcific nodules, often with bone mature located in both lungs and often in peripheral areas of the lungs. Two patterns of DPO have been recognized dendriform and nodular. The dendriform type is less common and is characterized by a coral-like network of bone spiculae along the alveolar septa and is often related to interstitial fibrosis or chronic …