Unmasking the conversation on masks: Natural language processing for topical sentiment analysis of COVID-19 Twitter discourse.

In this exploratory study, we scrutinize a database of over one million tweets collected from March to July 2020 to illustrate public attitudes towards mask usage during the COVID-19 pandemic. We employ natural language processing, clustering and sentiment analysis techniques to organize tweets relating to mask-wearing into high-level themes, then relay narratives for each theme using automatic text summarization. In recent months, a body of literature has highlighted the robustness of trends in online activity as proxies for the sociological impact of COVID-19.

Pulmonary extra-medullary hematopoiesis and pulmonary hypertension from underlying polycythemia vera: a case series.

Myeloproliferative neoplasia (MPN)-associated pulmonary hypertension (PH) is included in group five of the most recent clinical classification of PH. The MPNs are a heterogeneous group of disorders that includes disorders with primary expression of a myeloid phenotype and disorders characterized by expression of the Janus Kinase 2 (JAK2) mutation, . The latter includes essential thrombocytosis, polycythemia vera, and idiopathic myelofibrosis.

Risk of COPD with obstruction in active smokers with normal spirometry and reduced diffusion capacity.

Smokers are assessed for chronic obstructive pulmonary disease (COPD) using spirometry, with COPD defined by the Global Initiative for Chronic Obstructive Lung Disease (GOLD) as airflow limitation that is not fully reversible with bronchodilators. There is a subset of smokers with normal spirometry (by GOLD criteria), who have a low diffusing capacity of the lung for carbon monoxide (DLCO), a parameter linked to emphysema and small airway disease. The natural history of these "normal spirometry/low DLCO" smokers is unknown.

Pulmonary Nocardiosis in the Immunocompetent Host: Case Series.

Pulmonary nocardiosis is commonly recognized as an opportunistic infection in patients with predisposing immunosuppressive conditions. However, reports of pulmonary nocardiosis in the immunocompetent host are rare. Here, we report a case series of four patients with pulmonary nocardiosis without a predisposing condition.

High correlation of the response of upper and lower lobe small airway epithelium to smoking.

The distribution of lung disease induced by inhaled cigarette smoke is complex, depending on many factors. With the knowledge that the small airway epithelium (SAE) is the earliest site of smoking-induced lung disease, and that the SAE gene expression is likely sensitive to inhaled cigarette smoke, we compared upper vs. lower lobe gene expression in the SAE within the same cigarette smokers to determine if the gene expression patterns were similar or different.

Bedside sonography for detection of postprocedure pneumothorax.

Objectives: Bedside sonography for diagnosis of pneumothorax has been well described in emergency and trauma medicine literature. Its role in detection of iatrogenic pneumothorax has not been well studied. We describe the performance of bedside sonography for detection of procedure-related pneumothorax and highlight some limitations.

Improved visualization of tubes and lines in portable intensive care unit radiographs: a study comparing a new approach to the standard approach.

Tube and line interpretation in portable chest radiographs was assessed using a new visualization method. When using the new method, radiologists' interpretation time was reduced by 30% vs. standard modality processing and window and level (23 vs.

Obstructive shock in a 47 year old female with a deep venous thrombosis due to intravascular leiomyomatosis: a case report.

Introduction: Intra cardiac tumours and tumour thrombi can present in a manner resembling a massive pulmonary embolism. Intravascular leiomyomatosis with intracardiac extension is one such rare tumour. Survival from obstructive shock in this condition has not been previously reported.

Bilateral pneumothoraces after unilateral transthoracic needle biopsy of a lung nodule.

The occurrence of pneumothorax after an invasive transthoracic procedure is a well-known complication. Less well-recognized is the occurrence of bilateral pneumothoraces after a unilateral intervention with a potential for life-threatening consequences in patients who have undergone median sternotomies. We present a patient who had undergone a thymoma resection in the remote past and developed bilateral pneumothoraces after undergoing transthoracic needle biopsy of a right lung nodule.