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Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks.

, , , , , , и . Medical Imaging: Image-Guided Procedures, том 10576 из SPIE Proceedings, стр. 1057605. SPIE, (2018)

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Michael James

Audrein James

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Ammini James-Mammoottil

 

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Deformable registration of histological cancer margins to gross hyperspectral images using demons., , , , , , , , , и . Medical Imaging: Digital Pathology, том 10581 из SPIE Proceedings, стр. 105810N. SPIE, (2018)Hyperspectral microscopic imaging for the detection of head and neck squamous cell carcinoma on histologic slides., , , , , , и . Medical Imaging: Digital Pathology, том 11603 из SPIE Proceedings, SPIE, (2021)Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks., , , , , , и . Medical Imaging: Image-Guided Procedures, том 10576 из SPIE Proceedings, стр. 1057605. SPIE, (2018)Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth., , , , , , , , , и . Medical Imaging: Image-Guided Procedures, том 10951 из SPIE Proceedings, стр. 109511A. SPIE, (2019)Label-free hyperspectral imaging and quantification methods for surgical margin assessment of tissue specimens of cancer patients., , , , , , , , , и 1 other автор(ы). EMBC, стр. 4041-4045. IEEE, (2017)Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images., , , , , , и . Medical Imaging: Digital Pathology, том 11320 из SPIE Proceedings, стр. 113200C. SPIE, (2020)Pixel-level tumor margin assessment of surgical specimen with hyperspectral imaging and deep learning classification., , , , , , , , и . Medical Imaging: Image-Guided Procedures, том 11598 из SPIE Proceedings, SPIE, (2021)Multiparametric radiomics for predicting the aggressiveness of papillary thyroid carcinoma using hyperspectral images., , , , и . Medical Imaging: Computer-Aided Diagnosis, том 11597 из SPIE Proceedings, SPIE, (2021)Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features., , , , , и . Medical Imaging: Computer-Aided Diagnosis, том 12033 из SPIE Proceedings, SPIE, (2022)Automatic detection of head and neck squamous cell carcinoma on pathologic slides using polarized hyperspectral imaging and machine learning., , , , , , , и . Medical Imaging: Digital Pathology, том 11603 из SPIE Proceedings, SPIE, (2021)