Evidence mapPaperPMID 39338624Full record

ArticleSensors (Basel, Switzerland)2024

Evaluation and Validation on Sensitivity of Near-Infrared Diffuse Reflectance in Non-Invasive Human Blood Glucose Measurement.

Qing Ge, Tongshuai Han, Rong Liu, Zengfu Zhang, Di Sun, Jin Liu, Kexin Xu

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Optical convolutional spectrometer.Nature photonics · 2026
    Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Qing GeState Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.ORCID 0009-0000-2840-9121
Tongshuai HanState Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.
Rong LiuState Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.
Zengfu ZhangSunrise Technology Co., Ltd., Tianjin 300192, China.
Di SunSunrise Technology Co., Ltd., Tianjin 300192, China.
Jin LiuState Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.
Kexin XuState Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.ORCID 0000-0002-2714-0308

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In non-invasive blood glucose measurement, the sensitivity of glucose-induced optical signals within human tissue is a crucial reference point. This study evaluates the sensitivity of glucose-induced diffuse reflectance in the 1000-1700 nm range. A key factor in understanding this sensitivity is the rate at which the scattering coefficient changes due to glucose, as it is significantly higher than in non-living media and predominantly influences the diffuse light signal level when blood glucose levels change. The study measured and calculated the changes in the scattering coefficient at 1314 nm, a wavelength chosen for its minimal interference from glucose absorption and other bodily constituents. Based on the Mie scattering theory and the results at 1314 nm, the changes in the scattering coefficient within the 1000-1700 nm range were estimated. Subsequently, the sensitivity of the glucose signal across this range was determined through Monte Carlo (MC) simulations. The findings from 25 human trials indicate that the measured sensitivities at five other typical wavelengths within this band generally align with the sensitivities calculated using the aforementioned method. This research can guide the identification of blood glucose signals and the selection of wavelengths for non-invasive blood glucose measurements.

Indexed as

Blood GlucoseMonte Carlo MethodHumansSpectroscopy, Near-InfraredBlood Glucoseblood glucosenear-infrared spectroscopynon-invasive glucose measurementsensitivity

Identifiers

PMID39338624
PMCPMC11436251

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.