Healthcare CEOs are getting fewer stock options, thanks to new accounting rules, but that doesn't mean the top-paid executives are doing without. UnitedHealth's William McGuire led the pack with total compensation of $124.8 million in fiscal 2004. Even the second-highest paid hospital exec, Triad Hospitals' Denny Shelton, left, added $17.9 million to his personal bottom line in 2004.
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Reflections on the 2024 Final Rule on Public Health Service Policies on Research Misconduct.
Account Res
January 2025
Department of Philosophy, Georgetown University, Washington, USA.
Background: The Office of Research Integrity (ORI) of the U.S. Department of Health and Human Services (HHS) recently issued the 2024 Final Rule on Public Health Service Policies on Research Misconduct (42 CFR 93), the first major revision of the regulation in nearly twenty years.
View Article and Find Full Text PDFFully Synthetic Data for Complex Surveys.
Surv Methodol
December 2024
Department of Statistical Science, 214a Old Chemistry Building, Duke University, Durham, NC 27708-0251.
When seeking to release public use files for confidential data, statistical agencies can generate fully synthetic data. We propose an approach for making fully synthetic data from surveys collected with complex sampling designs. Our approach adheres to the general strategy proposed by Rubin (1993).
View Article and Find Full Text PDFDiffuse Alveolar Hemorrhage Associated With Anti-PL-7 Antisynthetase Syndrome: A Case Report.
Case Rep Pulmonol
January 2025
Prisma Health, University of South Carolina-School of Medicine, Columbia, South Carolina, USA.
Diffuse alveolar hemorrhage (DAH) is a potentially life-threatening condition which can present with hemoptysis, diffuse alveolar infiltrates, anemia, and hypoxic respiratory failure. Antisynthetase syndrome (AS) is a rare autoimmune disorder most often characterized by nonerosive arthritis, proximal muscle weakness with elevated muscle enzymes, Raynaud's phenomenon, hyperkeratosis of the digits (mechanic's hands), and interstitial lung disease. According to large population studies, AS has an annual incidence of 0.
View Article and Find Full Text PDFComorbidity of Histamine Intolerance and Polyvalent Allergy: A Case Report and Literature Review.
Healthcare (Basel)
January 2025
Department of Prevention of Environmental Hazards Allergology and Immunology, Medical University of Warsaw, 02-097 Warsaw, Poland.
Histamine intolerance is becoming a critical medical problem across numerous clinical specialties, due to the absence of a standardized diagnostic and therapeutic strategy to manage patients with a suspicion of or diagnosis of this condition. Histamine intolerance is a type of non-immune food hypersensitivity, characterized by heterogenous etiologies and a very broad range of symptoms. The condition is the result of an imbalance between the amount of histamine accumulated within the body and the body's systemic ability to degrade it.
View Article and Find Full Text PDFGreedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles.
Entropy (Basel)
January 2025
Institute of Computer Science, University of Silesia in Katowice, Bȩdzińska 39, 41-200 Sosnowiec, Poland.
This study introduces a greedy algorithm for deriving decision rules from decision tree ensembles, targeting enhanced interpretability and generalization in distributed data environments. Decision rules, known for their transparency, provide an accessible method for knowledge extraction from data, facilitating decision-making processes across diverse fields. Traditional decision tree algorithms, such as CART and ID3, are employed to induce decision trees from bootstrapped datasets, which represent distributed data sources.
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