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

Image-guided cancer surgery multiscale spectral imaging pixelated optical filter sentinel lymph node mapping stacked photodiode image sensor tumor detection

Journal

Journal of biomedical optics
ISSN: 1560-2281
Titre abrégé: J Biomed Opt
Pays: United States
ID NLM: 9605853

Informations de publication

Date de publication:
09 2022
Historique:
received: 29 06 2022
accepted: 07 09 2022
entrez: 27 9 2022
pubmed: 28 9 2022
medline: 1 10 2022
Statut: ppublish

Résumé

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. 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. 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. 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. 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.

Identifiants

pubmed: 36163641
pii: JBO-220139GR
doi: 10.1117/1.JBO.27.9.096006
pmc: PMC9511017
doi:

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

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Auteurs

Steven Blair (S)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Missael Garcia (M)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Zhongmin Zhu (Z)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Zuodong Liang (Z)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Benjamin Lew (B)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Mebin George (M)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.

Borislav Kondov (B)

University Clinic Hospital, Ss. Cyril and Methodius University of Skopje, Department of Thoracic and Vascular Surgery, Skopje, Republic of North Macedonia, Republic of North Macedonia.

Sinisa Stojanoski (S)

University Clinic Hospital, Ss. Cyril and Methodius University of Skopje, Institute of Pathophysiology and Nuclear Medicine, Skopje, Republic of North Macedonia, Republic of North Macedonia.

Magdalena Bogdanovska Todorovska (MB)

University Clinic Hospital, Ss. Cyril and Methodius University of Skopje, Department of Pathology, Skopje, Republic of North Macedonia, Republic of North Macedonia.

Daniela Miladinova (D)

University Clinic Hospital, Ss. Cyril and Methodius University of Skopje, Institute of Pathophysiology and Nuclear Medicine, Skopje, Republic of North Macedonia, Republic of North Macedonia.

Goran Kondov (G)

University Clinic Hospital, Ss. Cyril and Methodius University of Skopje, Department of Thoracic and Vascular Surgery, Skopje, Republic of North Macedonia, Republic of North Macedonia.

Viktor Gruev (V)

University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States, United States.
University of Illinois at Urbana-Champaign, Beckman Institute for Advanced Science and Technology, Urbana, Illinois, United States, United States.
University of Illinois at Urbana-Champaign, Carle Illinois College of Medicine, Urbana, Illinois, United States, United States.

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Classifications MeSH