In-vivo and ex-vivo tissue analysis through hyperspectral imaging techniques: revealing the invisible features of cancer

M Halicek, H Fabelo, S Ortega, GM Callico, B Fei - Cancers, 2019 - mdpi.com
In contrast to conventional optical imaging modalities, hyperspectral imaging (HSI) is able to
capture much more information from a certain scene, both within and beyond the visual …

Comprehensive review of surgical microscopes: technology development and medical applications

L Ma, B Fei - Journal of biomedical optics, 2021 - spiedigitallibrary.org
Significance: Surgical microscopes provide adjustable magnification, bright illumination, and
clear visualization of the surgical field and have been increasingly used in operating rooms …

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

M Halicek, G Lu, JV Little, X Wang… - … of biomedical optics, 2017 - spiedigitallibrary.org
Surgical cancer resection requires an accurate and timely diagnosis of the cancer margins
in order to achieve successful patient remission. Hyperspectral imaging (HSI) has emerged …

Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

H Fabelo, M Halicek, S Ortega, M Shahedi, A Szolna… - Sensors, 2019 - mdpi.com
The main goal of brain cancer surgery is to perform an accurate resection of the tumor,
preserving as much normal brain tissue as possible for the patient. The development of a …

Deep learning in medical hyperspectral images: A review

R Cui, H Yu, T Xu, X Xing, X Cao, K Yan, J Chen - Sensors, 2022 - mdpi.com
With the continuous progress of development, deep learning has made good progress in the
analysis and recognition of images, which has also triggered some researchers to explore …

[HTML][HTML] Surgical spectral imaging

NT Clancy, G Jones, L Maier-Hein, DS Elson… - Medical image …, 2020 - Elsevier
Recent technological developments have resulted in the availability of miniaturised spectral
imaging sensors capable of operating in the multi-(MSI) and hyperspectral imaging (HSI) …

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

H Fabelo, S Ortega, D Ravi, BR Kiran, C Sosa… - PloS one, 2018 - journals.plos.org
Surgery for brain cancer is a major problem in neurosurgery. The diffuse infiltration into the
surrounding normal brain by these tumors makes their accurate identification by the naked …

Use of hyperspectral/multispectral imaging in gastroenterology. Shedding some–different–light into the dark

S Ortega, H Fabelo, DK Iakovidis… - Journal of clinical …, 2019 - mdpi.com
Hyperspectral/Multispectral imaging (HSI/MSI) technologies are able to sample from tens to
hundreds of spectral channels within the electromagnetic spectrum, exceeding the …

Label-free reflectance hyperspectral imaging for tumor margin assessment: a pilot study on surgical specimens of cancer patients

B Fei, G Lu, X Wang, H Zhang, JV Little… - … of biomedical optics, 2017 - spiedigitallibrary.org
A label-free, hyperspectral imaging (HSI) approach has been proposed for tumor margin
assessment. HSI data, ie, hypercube (x, y, λ), consist of a series of high-resolution images of …

Detection of head and neck cancer in surgical specimens using quantitative hyperspectral imaging

G Lu, JV Little, X Wang, H Zhang, MR Patel… - Clinical Cancer …, 2017 - AACR
Purpose: This study intends to investigate the feasibility of using hyperspectral imaging (HSI)
to detect and delineate cancers in fresh, surgical specimens of patients with head and neck …