Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review

S Ortega, M Halicek, H Fabelo, GM Callico… - Biomedical Optics …, 2020 - opg.optica.org
Hyperspectral imaging (HSI) and multispectral imaging (MSI) technologies have the
potential to transform the fields of digital and computational pathology. Traditional digitized …

[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) …

[HTML][HTML] 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 …

[HTML][HTML] Feedforward artificial neural network-based colorectal cancer detection using hyperspectral imaging: a step towards automatic optical biopsy

B Jansen-Winkeln, M Barberio, C Chalopin, K Schierle… - Cancers, 2021 - mdpi.com
Simple Summary Detection of colorectal carcinoma is performed visually by investigators
and is confirmed pathologically. With hyperspectral imaging, an expanded spectral range of …

Tumor detection of the thyroid and salivary glands using hyperspectral imaging and deep learning

M Halicek, JD Dormer, JV Little, AY Chen… - Biomedical optics …, 2020 - opg.optica.org
The performance of hyperspectral imaging (HSI) for tumor detection is investigated in ex-
vivo specimens from the thyroid (N= 200) and salivary glands (N= 16) from 82 patients …

[HTML][HTML] Hyperspectral imaging of head and neck squamous cell carcinoma for cancer margin detection in surgical specimens from 102 patients using deep learning

M Halicek, JD Dormer, JV Little, AY Chen, L Myers… - Cancers, 2019 - mdpi.com
Surgical resection of head and neck (H and N) squamous cell carcinoma (SCC) may yield
inadequate surgical cancer margins in 10 to 20% of cases. This study investigates the …

[HTML][HTML] Autofluorescence-spectral imaging as an innovative method for rapid, non-destructive and reliable assessing of soybean seed quality

C Barboza da Silva, NM Oliveira, MEA de Carvalho… - Scientific reports, 2021 - nature.com
In the agricultural industry, advances in optical imaging technologies based on rapid and
non-destructive approaches have contributed to increase food production for the growing …

Advances in optical gastrointestinal endoscopy: a technical review

Y Tang, S Anandasabapathy… - Molecular …, 2021 - Wiley Online Library
Optical endoscopy is the primary diagnostic and therapeutic tool for management of
gastrointestinal (GI) malignancies. Most GI neoplasms arise from precancerous lesions; …

[HTML][HTML] Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model

A Studier-Fischer, S Seidlitz, J Sellner, B Özdemir… - Scientific Reports, 2022 - nature.com
Visual discrimination of tissue during surgery can be challenging since different tissues
appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by …

Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks

M Halicek, JV Little, X Wang… - Journal of biomedical …, 2019 - spiedigitallibrary.org
For patients undergoing surgical cancer resection of squamous cell carcinoma (SCCa),
cancer-free surgical margins are essential for good prognosis. We developed a method to …