Background: Although the high-risk acute pulmonary embolism (PE) population has been described, little is known about the contemporary inpatient experience and practice patterns of the PE population as a whole.
Methods: All patients with a diagnosis of acute PE from January 1, 2016, to June 30, 2017 within our academic, multihospital health system were retrospectively identified using International Classification of Diseases, 10th Revision, codes, and data were manually abstracted by 2 clinical investigators. Descriptive analyses were performed according to clinical risk stratification categories from the European Society of Cardiology.
Results: Of 829 total patients, 372 (44.8%) patients had intermediate or high-risk PE. Mean age was 62.1 years old, and 42.1% of patients had a history of malignancy. One hundred fifty-three (18.5%) patients had an acute PE during a hospitalization for another indication. A total of 6.0% underwent invasive PE therapies, 26.1% required intensive care unit admission, and 9.0% experienced in-hospital death or hospice discharge. In a subgroup description, patients who developed acute PE during a hospitalization for another indication had a higher incidence of incomplete risk stratification and a higher mortality (9.8%) than the primary cohort. Mortality was attributed to PE in 48.4% of cases.
Conclusions: This contemporary description of acute PE managed at a single large, multihospital academic health system highlights substantial health care utilization and high mortality despite the available of advanced therapeutics. Additional work is needed to standardize care for the heterogeneous PE population to ensure appropriate allocation of resources and improved outcomes for all PE patients.
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http://dx.doi.org/10.1016/j.ahj.2019.06.016 | DOI Listing |
IntroductionAsthma attacks are set off by triggers such as pollutants from the environment, respiratory viruses, physical activity and allergens. The aim of this research is to create a machine learning model using data from mobile health technology to predict and appropriately warn a patient to avoid such triggers.MethodsLightweight machine learning models, XGBoost, Random Forest, and LightGBM were trained and tested on cleaned asthma data with a 70-30 train-test split.
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January 2025
Kastamonu University, Faculty of Medicine, Department of Physiology, Kastamonu, Turkey.
Diabetes mellitus, characterized by insufficient insulin secretion and impaired insulin efficacy, disrupts carbohydrate, protein, and lipid metabolism. The global diabetic population is expected to double by 2025, from 380 million, posing a significant health challenge. Most diabetic individuals fall into the type 1 or type 2 categories, and diabetes adversely affects various organs, such as the kidneys, liver, nervous system, reproductive system, and eyes.
View Article and Find Full Text PDFArterioscler Thromb Vasc Biol
January 2025
Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston. (B.C.-C., N.A.V.G., N.L.P., L.P.E., V.S.K.S., A.M.O., J.L., G.M., O.H., A.D., S.W.Y., C.A.I., K.C.O.M., S. Kotla, J.-i.A.).
Modulating immune function is a critical strategy in cancer and atherosclerosis treatments. For cancer, boosting or maintaining the immune system is crucial to prevent tumor growth. However, in vascular disease, mitigating immune responses can decrease inflammation and slow atherosclerosis progression.
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Division of Dermatology, Department of Medicine, Houston Methodist Hospital, Houston, Texas, USA.
J Forensic Sci
January 2025
LIMA, Instituto de Química, Universidade de Brasília-UnB, Brasília, Brazil.
Fingermarks are important forensic evidence for identifying people. In this work, luminescent MOF [Eu(BDC)(HO)] (herein referred as EuBDC) was tested as a potential latent fingermark (LF) luminescent developer powder and its acute toxicity evaluated following OECD protocol 423. The results showed that the powder can develop groomed LF on materials such as leather, plastic, metal, glass, cardboard, and aluminum.
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