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Systems designed to expedite data preprocessing tasks such as data discovery, interpretation, and integration that are required before data analysis drastically impact the pace of biomedical informatics research. Current commercial interactive and real-time data integration tools are designed for large-scale business analytics requirements. In this paper we identify the need for end-to-end data fusion platforms from the researcher's perspective, supporting ad-hoc data interpretation and integration.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4910815 | PMC |
JMIR Form Res
September 2025
Department of Emergency Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan.
Background: Hospital falls represent a persistent and significant threat to safety within health care systems worldwide, impacting both patient well-being and the occupational health of health care staff. While patient falls are a primary concern, addressing fall risks for all individuals within the health care environment remains a key objective. Caregiver visibility and spatial monitoring are recognized as crucial considerations in mitigating fall-related incidents.
View Article and Find Full Text PDFTraffic Inj Prev
September 2025
School of Safety Engineering, Beijing Institute of Petrochemical Technology, Beijing, China.
Objective: To clarify the potential risks and causative mechanisms of glare from nighttime road fill lights on driving safety, this study investigates the dual interference of glare-induced visual cognitive load and physiological stress.
Methods: A field driving experiment involving 20 drivers was conducted, with real-time collection of visual data (e.g.
Foodborne Pathog Dis
September 2025
Public Health Agency of Canada, National Microbiology Laboratory, Guelph, Canada.
is a human-specific protozoan parasite that causes gastrointestinal illness, primarily through the ingestion of contaminated water or fresh produce. This study provides an epidemiological overview of cyclosporiasis in Canada from 2000 to 2022 using data from the Canadian Notifiable Disease Surveillance System, FoodNet Canada, and outbreak investigations. A total of 5337 cases were reported during this period, with the incidence increasing from 0.
View Article and Find Full Text PDFIEEE Trans Neural Syst Rehabil Eng
September 2025
Dynamic optimization is a versatile control tool to determine optimal control inputs in a redundantly actuated wearable robot. However, dynamic optimization requires high computational resources for real-time implementation. In this paper, we present a bio-inspired control approach, based on the principle of muscle synergies, to reduce the computational cost of optimization.
View Article and Find Full Text PDFClin Orthop Relat Res
September 2025
Leni & Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Background: Peripheral nerve injury commonly results in pain and long-term disability for patients. Recovery after in-continuity stretch or crush injury remains inherently unpredictable. However, surgical intervention yields the most favorable outcomes when performed shortly after injury.
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