James V. Little

12 papers Unranked 12
YearRankTypeTitle / Venue / Authors
2022 — conf
Automatic detection of head and neck squamous cell carcinoma on pathologic slides using polarized hyperspectral imaging and deep learning.
Digital and Computational Pathology
Ximing Zhou, Ling Ma, Hasan K. Mubarak, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
2022 — conf
Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features.
Computer-Aided Diagnosis
Ka'Toria N. Leitch, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Baowei Fei
2021 — conf
Automatic detection of head and neck squamous cell carcinoma on pathologic slides using polarized hyperspectral imaging and machine learning.
Digital Pathology
Ximing Zhou, Ling Ma, William Brown, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
2021 — conf
Hyperspectral microscopic imaging for the detection of head and neck squamous cell carcinoma on histologic slides.
Digital Pathology
Ling Ma, Ximing Zhou, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
2021 — conf
Multiparametric radiomics for predicting the aggressiveness of papillary thyroid carcinoma using hyperspectral images.
Computer-Aided Diagnosis
Ka'Toria Edwards, Martin T. Halicek, James V. Little, Amy Y. Chen, Baowei Fei
2021 — conf
Pixel-level tumor margin assessment of surgical specimen with hyperspectral imaging and deep learning classification.
Image-Guided Procedures
Ling Ma, Maysam Shahedi, Ted Shi, Martin T. Halicek, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
2020 — conf
Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images.
Digital Pathology
Amol Mavuduru, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baowei Fei
2019 — conf
Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth.
Image-Guided Procedures
Martin T. Halicek, Himar Fabelo, Samuel Ortega, James V. Little, Xu Wang, Amy Y. Chen, Gustavo Marrero Callicó, Larry L. Myers, Baran D. Sumer, Baowei Fei
2019 — conf
Detection of squamous cell carcinoma in digitized histological images from the head and neck using convolutional neural networks.
Digital Pathology
Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
2018 — conf
Deformable registration of histological cancer margins to gross hyperspectral images using demons.
Digital Pathology
Martin T. Halicek, James V. Little, Xu Wang, Zhuo Georgia Chen, Mihir Patel, Christopher C. Griffith, Mark W. El-Deiry, Nabil F. Saba, Amy Y. Chen, Baowei Fei
2018 — conf
Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks.
Image-Guided Procedures
Martin T. Halicek, James V. Little, Xu Wang, Mihir Patel, Christopher C. Griffith, Amy Y. Chen, Baowei Fei
2017 — conf
Label-free hyperspectral imaging and quantification methods for surgical margin assessment of tissue specimens of cancer patients.
EMBC
Baowei Fei, Guolan Lu, Martin T. Halicek, Xu Wang, Hongzheng Zhang, James V. Little, Kelly R. Magliocca, Mihir Patel, Christopher C. Griffith, Mark W. El-Deiry, Amy Y. Chen