2019
DOI: 10.3390/s19081917
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Developments in Transduction, Connectivity and AI/Machine Learning for Point-of-Care Testing

Abstract: We review some emerging trends in transduction, connectivity and data analytics for Point-of-Care Testing (POCT) of infectious and non-communicable diseases. The patient need for POCT is described along with developments in portable diagnostics, specifically in respect of Lab-on-chip and microfluidic systems. We describe some novel electrochemical and photonic systems and the use of mobile phones in terms of hardware components and device connectivity for POCT. Developments in data analytics that are applicabl… Show more

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Cited by 20 publications
(12 citation statements)
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References 145 publications
(154 reference statements)
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“…Point‐of‐care testing (POCT) is well‐suitable for rapid identification of specific pathogens in the field 22 . Microfluidic chips and lateral flow test strips are widely used POCT for the detection of samples 23 .…”
Section: Discussionmentioning
confidence: 99%
“…Point‐of‐care testing (POCT) is well‐suitable for rapid identification of specific pathogens in the field 22 . Microfluidic chips and lateral flow test strips are widely used POCT for the detection of samples 23 .…”
Section: Discussionmentioning
confidence: 99%
“…The feasibility of POCT for sepsis-related biomarkers has clearly been demonstrated by the existing commercially available assays that are routinely used for biomarkers such as CRP, lactate and PCT. Research and development focusing on new methods and techniques with the aim of developing POCT devices is a highly active area [121]. Microfluidic devices that enable the miniaturisation of conventional analytical technologies to facilitate POCT is one area of interest, since it can allow the automation of complex fluidic processes [122].…”
Section: Point-of-care Testing (Poct) For Sepsismentioning
confidence: 99%
“…The CEA POC reader could include WiFi or Blutetooth connectivity to enable Cloud-based information sharing between primary (General Practitioner office) or tertiary care (care homes) or low resource settings to a central secondary care site. 26 A low cost microfluidic element that incorporates an assay with CEA POC reader offering highly sensitive absorption measurements could be applicable in a variety of clinical contexts. Such applications could include low cost point-ofcare diagnosis of COVID-19 by detection of SARS-CoV-2 using a colorimetric loop-mediated isothermal amplification (LAMP) assay within a microfluidic device.…”
Section: Sepsis Poc Diagnostic With Cea Detectionmentioning
confidence: 99%