Objective: To evaluate the value of Ranson, acute physiology and chronic health evaluation II (APACHE II), Balthazar CT and pancreatitis outcome prediction (POP) scoring systems in predicting the prognosis of severe acute pancreatitis (SAP).
Methods: A total of 253 consecutive patients with SAP, admitted into West China Hospital of Sichuan University from January 2004 to August 2007 were studied retrospectively. Data associated to Ranson, APACHE II, Balthazar CT and POP scoring systems after admissions were recorded. Four outcome signals including death, local complications, operation transformation, and development of multiple organ dysfunction syndrome (MODS) were analyzed. The receiver operating characteristic (ROC) curves were also drawn and the areas under the ROC curve (AUC) were obtained to compare the sensitivity, specificity, Youden index, and likelihood ratio positive test (LRPT) of the clinical scoring systems in assessing the prognosis of SAP.
Results: Through comparison of AUC, Ranson score could be used to predict the outcomes except for local complications (P=0.00), and all its diagnosis threshold was 5. APACHE II score showed that it could assess the outcomes of SAP except for local complications (P=0.00). Its thresholds in mortality, operation transformation, and incidence of MODS were 14, 10, and 12 respectively. Balthazar CT could predict all the outcomes, and the threshold was 6. POP score could predict all the outcomes except for local complications, and its predictive value in mortality was particularly prominent. The sensitivity and specificity of POP in predicting death were 0.90 and 0.92 as the cutoff was no less than 14. The thresholds of POP in mortality, operation transformation, and incidence of MODS were 14, 8, and 10 respectively.
Conclusion: The prognostic ability of the four scoring systems is not the same. Ranson, APACHE II and POP scoring systems can predict the severity of SAP and entire complication, but they can't predict the local complications. POP score may predict the mortality well, and Balthazar CT scanning can predict all the outcomes, but the sensitivity and specificity are low.
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http://dx.doi.org/10.3736/jcim20090105 | DOI Listing |
JMIR AI
January 2025
Department of Information Systems and Business Analytics, Iowa State University, Ames, IA, United States.
Background: In the contemporary realm of health care, laboratory tests stand as cornerstone components, driving the advancement of precision medicine. These tests offer intricate insights into a variety of medical conditions, thereby facilitating diagnosis, prognosis, and treatments. However, the accessibility of certain tests is hindered by factors such as high costs, a shortage of specialized personnel, or geographic disparities, posing obstacles to achieving equitable health care.
View Article and Find Full Text PDFPhys Rev Lett
December 2024
Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
We introduce an approach for analyzing the responses of dynamical systems to external perturbations that combines score-based generative modeling with the generalized fluctuation-dissipation theorem. The methodology enables accurate estimation of system responses, including those with non-Gaussian statistics. We numerically validate our approach using time-series data from three different stochastic partial differential equations of increasing complexity: an Ornstein-Uhlenbeck process with spatially correlated noise, a modified stochastic Allen-Cahn equation, and the 2D Navier-Stokes equations.
View Article and Find Full Text PDFJAMA
January 2025
Division of General Internal Medicine and Geriatrics, Indiana University School of Medicine, Indianapolis.
Importance: Care management benefits community-dwelling patients with dementia, but studies include few patients with moderate to severe dementia or from racial and ethnic minority populations, lack palliative care, and seldom reduce health care utilization.
Objective: To determine whether integrated dementia palliative care reduces dementia symptoms, caregiver depression and distress, and emergency department (ED) visits and hospitalizations compared with usual care in moderate to severe dementia.
Design, Setting, And Participants: A randomized clinical trial of community-dwelling patients with moderate to severe dementia and their caregivers enrolled from March 2019 to December 2020 from 2 sites in central Indiana (2-year follow-up completed on January 7, 2023).
Importance: The effectiveness of different approaches to dementia care is unknown.
Objective: To determine the effectiveness of health system-based, community-based dementia care, and usual care for persons with dementia and for caregiver outcomes.
Design, Setting, And Participants: Randomized clinical trial of community-dwelling persons living with dementia and their caregivers conducted at 4 sites in the US (enrollment June 2019-January 2023; final follow-up, August 2023).
Gerontologist
January 2025
Department of Health & Community Systems, School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA.
Background And Objectives: People living with dementia experience progressive functional decline and increased dependence on caregivers. This study examined the influence of caregivers' dementia health literacy on perceptions of medical care preferences and advanced care planning (ACP) in people living with dementia.
Research Design And Methods: This analysis used data from a cross-sectional survey, "Care Planning for Individuals with Dementia", administered nationwide by Alzheimer's Disease Centers.
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