ArticleBiomedical optics express2025
Multispectral photoacoustic imaging of breast cancer tissue with histopathology validation.
Article 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.
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Who cites it
8 citing papers in PubMed.
- Real-time photoacoustic imaging with freehand light delivery and augmented reality guidance.Photoacoustics · 2026Article
- Artificial intelligence assisted multi-model pathological diagnosis of breast cancer based on multispectral autofluorescence images.NPJ breast cancer · 2026Article
- Photoacoustic imaging: An emerging tool for intraoperative margin assessment in breast-conserving surgery.Photoacoustics · 2026Review
- In Vivo Demonstration of Deep Learning-Based Photoacoustic Visual Servoing System.IEEE transactions on bio-medical engineering · 2026Article
- From Innovation to Application: Can Emerging Imaging Techniques Transform Breast Cancer Diagnosis?Diagnostics (Basel, Switzerland) · 2025Review
- Advances in Technology and Applications of Optical Sensing and Imaging for Biomedicine: introduction to the feature issue.Biomedical optics express · 2025Article
- Deep Learning to Localize Photoacoustic Sources in Three Dimensions: Theory and Implementation.IEEE transactions on ultrasonics, ferroelectrics, and frequency control · 2025Article
- Motion-based dynamic light delivery to minimize laser-related thermal damage while preserving photoacoustic image quality.Journal of biomedical optics · 2025Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Intraoperative multispectral photoacoustic pathology assessment presents a promising approach to guide biopsy resection. In this study, we developed and validated a novel photoacoustic technique to differentiate between healthy and cancerous tissues. Our method consisted of photoacoustic contrast calculations as a function of wavelength, followed by projections of the resulting spectra from training data into a two-dimensional space using principal component analysis to create representative spectra, then calculation of the average cosine similarity between the spectrum of each pixel in test data and the representative spectra. The test healthy tissue region had a 0.967 mean correlation with the representative healthy tissue spectrum and a lower mean correlation (0.801) with the cancer tissue spectrum. The test cancer tissue region had a 0.954 mean correlation with the cancer tissue spectrum and a lower mean correlation (0.762) with the healthy tissue spectrum. Our method was further validated through qualitative comparison with high-resolution hematoxylin and eosin histopathology scans. Healthy tissue was primarily correlated with the optical absorption of blood (i.e., deoxyhemoglobin), while invasive ductal carcinoma breast cancer tissue was primarily correlated with the optical absorption of lipids. Our label-free histopathology approach utilizing multispectral photoacoustic imaging has the potential to enable real-time tumor margin determination during biopsy or surgery.
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Registered trials
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.