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Consider a real-valued function defined on a closed interval. One of the fundamental objectives in calculus is to determine the area under the graph of such a function. When an exact computation is not readily available, this area can be estimated by dividing the interval into a finite number of equal subintervals. Each subinterval corresponds to a rectangle whose width is the length of the subinterval and whose height is determined by the value of the function at a selected point within that...
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The water inflow rate into a storage tank is not constant but increases over time. Initially, the pump delivers water at a rate of 5 L/min. However, the inflow rate increases by 2 L/min for each additional minute due to rising pressure or system adjustments. This scenario can be described mathematically by a linear function:It is necessary to integrate the inflow rate function to measure the total volume of water added to the tank over time. The total water volume V(t) is obtained by performing...
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Multimodal Integrated Sensor Platform for Rapid Biomarker Detection.

Mohammed A Al-Rawhani, Chunxiao Hu, Christos Giagkoulovits

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    This study introduces a novel microelectronic chip for rapid, cost-effective disease diagnosis. The integrated platform enables simultaneous multimodal detection, reducing patient testing complexity for personalized medicine.

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    Area of Science:

    • Microelectronics Engineering
    • Biomedical Sensing
    • Personalized Medicine

    Background:

    • Current disease diagnosis relies on multiple tests and large equipment, hindering personalized medicine and point-of-care applications.
    • Advancements in microelectronics and integrated circuits are crucial for developing compact, efficient sensor platforms.
    • The need for cost-effective, rapid diagnostic tools is paramount for widespread adoption in healthcare.

    Purpose of the Study:

    • To develop a versatile, single complementary metal-oxide-semiconductor (CMOS) chip for on-chip multimodal detection.
    • To create a platform reducing the number of tests required for personalized diagnostics.
    • To enable cost-effective, rapid disease diagnosis at the point-of-care.

    Main Methods:

    • Integration of interleaved sensing subsystems for colorimetric, chemiluminescent, surface plasmon resonance (SPR), and hydrogen ion measurements on a single chip.
    • Inclusion of photodiode and single photon avalanche diode arrays, with SPR-functionalized elements.
    • Utilization of ion-sensitive field-effect transistors (ISFETs) and bio-functionalization for selective, simultaneous assays.

    Main Results:

    • Demonstration of a scalable, modular sensor array design on a disposable chip.
    • Successful quantification of glucose, cholesterol, urea, and urate within physiological ranges using on-chip bio-assays.
    • Achieved simultaneous multiple-assay capability with high selectivity.

    Conclusions:

    • The developed single-chip platform offers a versatile solution for personalized medicine and point-of-care diagnostics.
    • On-chip multimodal detection significantly reduces testing complexity and cost.
    • This technology holds promise for advancing rapid and accurate disease diagnosis.