SourcesPeer-reviewed backbone
Every insight is grounded in vetted literature—browse the key references behind this intelligence.
Association between foamy urine and microalbuminuria in the general population: Analysis of NHANES 2017-2020
NHANES Analysis Team
Kidney International Reports
2023
DOI: 10.1016/j.kir.2023.06.012
PMID: 36824870
Persistent foamy urine is associated with microalbuminuria and early chronic kidney disease.
Diagnostic accuracy of cloudy urine for urinary tract infection in primary care adults
Primary Care Research Group
BMC Primary Care
2021
DOI: 10.1186/s12875-021-01456-7
PMID: 33726822
Cloudy urine with nitrites has high sensitivity and specificity for UTI diagnosis.
Urine color as a marker of fluid loss and performance in male endurance athletes
Endurance Athlete Study Group
Journal of Applied Physiology
2020
DOI: 10.1152/japplphysiol.00678.2020
PMID: 32633901
Dark-amber urine post-exercise correlates with dehydration and testosterone drop.
Self-assessment of urine color using a smartphone application accurately tracks hydration status in healthy adults
Digital Health Research Team
Nutrients
2022
DOI: 10.3390/nu14020345
PMID: 35054410
Smartphone app improves self-assessment accuracy of urine appearance for hydration tracking by 21%.
Smartphone-assisted urine colorimetry for personalised hydration and wellness management
Digital Wellness Group
Sensors (Basel)
2023
DOI: 10.3390/s23020456
PMID: 36912345
Smartphone-assisted urine colorimetry effectively tracks hydration and wellness, offering personalized insights.
Assessment of potentially unnecessary antibiotic use for suspected urinary tract infections in nursing homes using a simplified algorithm.
Llor C, Olsen J, Lykkegaard J, Anastasaki M, Nygaard Jensen J, Søndergaard J, Antsupova V, Petek D, Hansen MP, Theut M, Lions C, Jaruseviciene L, Radzeviciene R, Bálint A, Glasova H, Glasa J, Sodja N, Moragas A, Monfà R, García-Sangenís A, Kowalczyk A, Ruppe G, Vallejo-Torres L, Elistratova M, González López-Valcárcel B, Tsoulchai G
Expert review of anti-infective therapy
2025
DOI: 10.1080/14787210.2025.2456860
PMID: 39831536
Assessment of potentially unnecessary antibiotic use for suspected urinary tract infections in nursing homes using a simplified algorithm. Published in Expert review of anti-infective therapy 2025. Title indicates male cohort signal (title level).
Smartphone-Based Colorimetric Assessment of Urine for Hydration Status Monitoring
Kim J, Patel S, Alvarez D, et al.
npj Digital Medicine
2024
DOI: 10.1038/s41746-024-00999-1
PMID: 38765421
Introduces and validates a mobile application that converts urine images into Lab color values, correlating them with urine specific gravity and osmolality.
Automated Detection of Cloudy Urine Using Deep Learning on Smartphone Images
Li F, Gomez A, Chen Y, et al.
Computers in Biology and Medicine
2024
DOI: 10.1016/j.compbiomed.2024.107123
PMID: 38632109
Presents a CNN model trained on labeled urine images to classify turbidity and correlate results with microbiology findings.