Published September 22, 2022 | Version v1
Dataset Open

Code and data for: Decoupling channel count from field-of-view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery

Description

Significance

Near-infrared fluorescence image-guided surgery is often thought of as a spectral imaging problem where the channel count is the critical parameter, but it should also be thought of as a multiscale imaging problem where the field-of-view and spatial resolution are similarly important.

Aim

Conventional imaging systems based on division-of-focal-plane architectures suffer from a strict relationship between the channel count on one hand and the field-of-view and spatial resolution on the other, but bioinspired imaging systems that combine stacked photodiode image sensors and long-pass/short-pass filter arrays offer a weaker tradeoff.

Approach

In this paper, we explore how the relevant changes to the image sensor and associated image processing routines affect image fidelity during image-guided surgeries for tumor removal in an animal model of breast cancer and nodal mapping in women with breast cancer.

Results

We demonstrate that a transition from a conventional imaging system to a bioinspired one, along with optimization of the image processing routines, yields improvements in multiple measures of spectral and textural rendition relevant to surgical decision-making.

Conclusions

These results call for a critical examination of the devices and algorithms that underpin image-guided surgery to ensure that surgeons receive high-quality guidance and patients receive high-quality outcomes as these technologies enter clinical practice.

Notes

The information needed to use the data in this dataset has been provided in the associated README files.

Funding provided by: Air Force Office of Scientific Research
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000181
Award Number: FA9550-18-1-0278

Funding provided by: Congressionally Directed Medical Research Programs
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000090
Award Number: W81XWH-19-1-0299

Funding provided by: National Science Foundation
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001
Award Number: 2030421

Funding provided by: Office of Naval Research
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000006
Award Number: N00014-19-1-2400

Funding provided by: Office of Naval Research
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000006
Award Number: N00014-21-1-2177

Files

Code_and_Data_-_Data_Only.zip

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Additional details

Related works

Is cited by
10.1117/1.JBO.27.9.096006 (DOI)
Is derived from
10.5281/zenodo.7084017 (DOI)