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Background: Older patients presenting with nonspecific complaints (NSC) in the Emergency Department (ED) pose diagnostic challenges. The lack of clear symptoms leads to high misdiagnosis rates, extended hospital stays, and functional impairment. However, limited research exists on diagnostic test utilization for this population.
Methods: A secondary analysis was conducted on data from 399 older patients (aged 70+) at two hospitals in the Netherlands. These patients presented with NSC and were assessed using a standardized care-pathway that included diagnostic tests such as blood tests, ECGs, chest X-rays, and bladder ultrasounds. Data from a control group (164 patients) and an intervention group (235 patients) were compared, focusing on adherence to the diagnostic pathway, test frequency, and clinical outcomes.
Results: The intervention group showed significantly greater use of several diagnostic tests compared to the control group, specifically calcium, TSH, glucose, ALAT, ECGs, chest X-rays, and bladder ultrasounds. Notably, abnormal findings were relatively low across tests, particularly for ALAT, TSH and calcium. Urinalysis, chest X-rays and ECGs were used more frequently and identified clinically significant findings. Head CT scans were used more frequently in the intervention group, though not statistically significant.
Conclusion: We recommend a standardized laboratory work-up for patients presenting with NSC. There is no justification for the routine use of ALAT, TSH and calcium measurements. We also recommend to incorporate bladder scans into routine care, and continuing the standardized use of ECGs, chest X-rays and urinalysis. Head CT scans, on the other hand, should be based on individualized clinical decisions. Trial number: Dutch Trial register, number NL8960.
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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0331060 | PLOS |
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC12419613 | PMC |
Rev Bras Enferm
September 2025
Universidade do Estado do Amazonas. Manaus, Amazonas, Brazil.
Objectives: to develop a mobile application prototype using Artificial Intelligence (AI) to predict and support the diagnosis of pulmonary tuberculosis in children - TB Kids.
Methods: technological development research of the prototyping type, based on the Rational Unified Process model and its four stages: conception, elaboration, construction and transition. The development of the TB Kids prototype took place from November 2022 to July 2023.
PLOS Glob Public Health
September 2025
TB Modelling Group, TB Centre, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Population-wide screening may accelerate the decline of tuberculosis (TB) incidence, but the optimal screening algorithm and duration must weigh resource considerations. We calibrated a deterministic transmission model to TB epidemiology in Viet Nam. We simulated three population-wide screening algorithms from 2025: sputum nucleic acid amplification tests (NAAT, Xpert MTB/RIF Ultra) only; chest radiography (CXR) followed by NAAT; and CXR-only without microbiological confirmation.
View Article and Find Full Text PDFAJR Am J Roentgenol
September 2025
Department of Radiology, Stanford University, Stanford, CA, USA.
The increasing complexity and volume of radiology reports present challenges for timely critical findings communication. To evaluate the performance of two out-of-the-box LLMs in detecting and classifying critical findings in radiology reports using various prompt strategies. The analysis included 252 radiology reports of varying modalities and anatomic regions extracted from the MIMIC-III database, divided into a prompt engineering tuning set of 50 reports, a holdout test set of 125 reports, and a pool of 77 remaining reports used as examples for few-shot prompting.
View Article and Find Full Text PDFPLoS One
September 2025
Department of Health Services Research, and CAPHRI School for Public Health and Primary Care, Aging and Long Term Care Maastricht, Maastricht, the Netherlands.
Background: Older patients presenting with nonspecific complaints (NSC) in the Emergency Department (ED) pose diagnostic challenges. The lack of clear symptoms leads to high misdiagnosis rates, extended hospital stays, and functional impairment. However, limited research exists on diagnostic test utilization for this population.
View Article and Find Full Text PDFRadiology
September 2025
Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Plc, Box 1234, New York, NY 10029.
Background The prognostic value of baseline visual emphysema scoring at low-dose CT (LDCT) in lung cancer screening cohorts is unknown. Purpose To determine whether a single visual emphysema score at LDCT is predictive of 25-year mortality from all causes, chronic obstructive pulmonary disease (COPD), and cardiovascular disease (CVD). Materials and Methods In this prospective cohort study, asymptomatic adults aged 40-85 years with a history of smoking underwent baseline LDCT screening for lung cancer between June 2000 and December 2008.
View Article and Find Full Text PDF