Evidence map›Paper›PMID 41394500›Full record

ReviewBiomedical optics express2025

Review of shortwave infrared imaging and spectroscopy in tissue [Invited].

Darren Roblyer, Anahita Pilvar, Thao Pham, Sam Spink, Carole K Hayakawa, Vasan Venugopalan, Mark C Pierce

Abstract readReview
In one paragraph

Review in Biomedical optics express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Review
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.

Darren RoblyerBoston University, Department of Biomedical Engineering, Boston, MA, USA.ORCID https://orcid.org/0000-0002-5301-4364
Anahita PilvarBoston University, Department of Electrical and Computer Engineering, Boston, MA, USA.ORCID https://orcid.org/0000-0002-3341-0079
Thao PhamBoston University, Department of Biomedical Engineering, Boston, MA, USA.ORCID https://orcid.org/0000-0002-7667-6897
Sam SpinkBoston University, Department of Biomedical Engineering, Boston, MA, USA.
Carole K HayakawaUniversity of California, Irvine, Department of Chemical and Biomolecular Engineering, Irvine, CA, USA.
Vasan VenugopalanUniversity of California, Irvine, Department of Chemical and Biomolecular Engineering, Irvine, CA, USA.ORCID https://orcid.org/0000-0003-4781-1049
Mark C PierceDepartment of Biomedical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.ORCID https://orcid.org/0000-0003-4377-9547

Funding

Rare earth nanoprobes for optical imaging and disease tracking (C3i)R01EB018378 · NIBIB · RUTGERS, THE STATE UNIV OF N.J. · PI MOGHE, PRABHAS V, PIERCE, MARK · 2014 to 2022
$4.8M
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 R01 EB018378NIBIB NIH HHS R21 EB030197NIDDK NIH HHS R21 DK132784
6 · The paper itself

Abstract

The shortwave infrared (SWIR) wavelength band (1,000-2,000 nm) has recently garnered increased interest due to its beneficial attributes for tissue imaging and spectroscopy. Lower scattering, increased sensitivity to endogenous water and lipid content, and the reduced influence of melanin offer new measurement opportunities and application areas. SWIR sensor technology is advancing at a rapid pace, fueling growth in academic and commercial instrument development. Here, we review recent progress in SWIR tissue imaging and spectroscopy, provide resources on tissue optical properties at SWIR wavelengths, and offer guidance on the utilization of models, methods, and instruments for SWIR measurements in tissue. One key finding is that while some efforts have exploited the lower scattering in the SWIR to achieve deep tissue imaging, this advantage is highly dependent on the specific choice of wavelength and the measurement geometry. Photon attenuation limits these advantages at wavelengths where water absorption is strong, especially in the context of higher-noise SWIR detectors. However, a growing number of clinical applications are emerging, especially those requiring

Identifiers

PMID41394500
PMCPMC12698095

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.