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While NIPT has emerged as a powerful tool for detecting common chromosomal abnormalities such as Down syndrome, its accessibility and potential for broader application through internet-based platforms remain relatively unexplored. This review focuses on understanding the feasibility, benefits, and challenges of using internet-based technologies to deliver NIPT services effectively.
JMIR Bioinform Biotech 2024;5:e58439
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Nursing records, which contain many records of patient care, were expected to be effective in detecting adverse drug reactions such as PN, but the detection rate was less than half that of physician and pharmacist records. The detection rate for discharge summaries, radiology reports, and radioisotope reports was very low (less than half), suggesting that these types of documents are less useful for the target diseases and target drugs in this study.
JMIR Med Inform 2024;12:e58977
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In addition, detecting eating episodes during concurrent activities, such as walking, remains a substantial hurdle that necessitates further algorithmic improvements [7].
By the same token, most of the existing systems rely on a single sensor with limited provisions for sensor failure or suboptimal performance.
Interact J Med Res 2024;13:e52167
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A previous analysis of national TB prevalence survey data showed that a propensity TB risk score derived from an individual’s social and pathological characteristics resulted in improved predictive accuracy for detecting active TB cases compared to TBSS screening [7].
A simple mobile app was previously developed to calculate the propensity TB risk score based on a provided scale [7]. The app used a cutoff score ≥0.0053 to identify presumptive TB, that is, people with ≥0.5% probability of having TB.
JMIR Form Res 2023;7:e51998
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These results suggest that the analytical techniques used produced results that align with other validated methods of detecting substance use. However, the combination of wastewater and analytical methods used here has the potential to produce much more rapid and automated results than traditional methods.
The current techniques used also provide insights into treatments for OUD. Although methadone is a well-known treatment for opioid misuse, its use is limited by accessibility [39-41].
JMIR Form Res 2023;7:e45353
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