Evidence map›Paper›PMID 37313427›Full record

ArticleJournal of biomedical optics2023

Shortwave infrared diffuse optical wearable probe for quantification of water and lipid content in emulsion phantoms using deep learning.

Samuel S Spink, Anahita Pilvar, Lina Lin Wei, Jodee Frias, Kylee Anders, Sabrina T Franco, Olivia Claire Rose, Megan Freeman, Grace Bag, Huiru Huang and 1 more

Abstract read
In one paragraph

Article in Journal of biomedical optics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

11 authors.

Samuel S SpinkBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID 0000-0002-8451-0213
Anahita PilvarBoston University, Department of Electrical and Computer Engineering, Boston, Massachusetts, United States.ORCID 0000-0002-3341-0079
Lina Lin WeiBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.
Jodee FriasBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID 0000-0002-2626-9441
Kylee AndersBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.
Sabrina T FrancoBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.
Olivia Claire RoseBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID 0009-0009-0702-1887
Megan FreemanBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.
Grace BagBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID 0009-0007-4234-1232
Huiru HuangBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.
Darren RoblyerBoston University, Department of Biomedical Engineering, Boston, Massachusetts, United States.ORCID 0000-0002-5301-4364

Funding

Label-free measurement of blood lipids with hyperspectral short-wave infrared spatial frequency domain imaging to improve cardiovascular disease risk prediction and treatment monitoringR21EB030197 · NIBIB · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI ROBLYER, DARREN MICHAEL · 2020 to 2022
$685k
Frequency domain shortwave infrared spectroscopy (FD-SWIRS) for volume status monitoring during hemodialysis in end stage kidney diseaseR21DK132784 · NIDDK · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI CHITALIA, VIPUL C, ROBLYER, DARREN MICHAEL · 2022 to 2023
$478k
NIBIB NIH HHS R21 EB030197NIDDK NIH HHS R21 DK132784
6 · The paper itself

Abstract

Significance: The shortwave infrared (SWIR, Aim: To design and fabricate a diffuse optical wearable SWIR probe for water and lipid quantification in tissue. Approach: Simulations were first performed to confirm the theoretical advantage of SWIR wavelengths over near infrared (NIR). The probe was then fabricated, consisting of light emitting diodes at three wavelengths (980, 1200, 1300 nm) and four source-detector (S-D) separations (7, 10, 13, 16 mm). Results: Simulations indicated that SWIR wavelengths could reduce theoretical water and lipid extraction errors from Conclusions: This diffuse optical SWIR probe was able to quantify water and lipid contents

Indexed as

Deep LearningWearable Electronic DevicesEmulsionsHumansLipidsWaterEmulsionsLipidsWaterdeep learningdiffuse optical imagingdiffuse opticslipidshortwave infraredwaterwearable

Identifiers

PMID37313427
PMCPMC10258729

What OpenQuestion 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 OpenQuestion graph.