Amy Y. Chen

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 14

Top Topics

Cancer Detection

Convolutional Neural Networks

Top Venues

Medical Imaging: Digital Pathology

Medical Imaging: Image-Guided Procedures

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Publications

Ka'Toria N. Leitch, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Baowei Fei
Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features. Medical Imaging: Computer-Aided Diagnosis (2022)
Ling Ma, Maysam Shahedi, Ted Shi, Martin T. Halicek, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Pixel-level tumor margin assessment of surgical specimen with hyperspectral imaging and deep learning classification. Medical Imaging: Image-Guided Procedures (2021)
Ximing Zhou, Ling Ma, William Brown, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Automatic detection of head and neck squamous cell carcinoma on pathologic slides using polarized hyperspectral imaging and machine learning. Medical Imaging: Digital Pathology (2021)
Ka'Toria Edwards, Martin T. Halicek, James V. Little, Amy Y. Chen, Baowei Fei
Multiparametric radiomics for predicting the aggressiveness of papillary thyroid carcinoma using hyperspectral images. Medical Imaging: Computer-Aided Diagnosis (2021)
Ling Ma, Ximing Zhou, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Hyperspectral microscopic imaging for the detection of head and neck squamous cell carcinoma on histologic slides. Medical Imaging: Digital Pathology (2021)
Amol Mavuduru, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baowei Fei
Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images. Medical Imaging: Digital Pathology (2020)
Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Detection of squamous cell carcinoma in digitized histological images from the head and neck using convolutional neural networks. Medical Imaging: Digital Pathology (2019)
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
Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth. Medical Imaging: Image-Guided Procedures (2019)
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
Deformable registration of histological cancer margins to gross hyperspectral images using demons. Medical Imaging: Digital Pathology (2018)
Martin T. Halicek, James V. Little, Xu Wang, Mihir Patel, Christopher C. Griffith, Amy Y. Chen, Baowei Fei
Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks. Medical Imaging: Image-Guided Procedures (2018)
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
Label-free hyperspectral imaging and quantification methods for surgical margin assessment of tissue specimens of cancer patients. EMBC (2017)
Ling Ma, Guolan Lu, Dongsheng Wang, Xu Wang, Zhuo Georgia Chen, Susan Muller, Amy Y. Chen, Baowei Fei
Deep learning based classification for head and neck cancer detection with hyperspectral imaging in an animal model. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Guolan Lu, Xulei Qin, Dongsheng Wang, Susan Muller, Hongzheng Zhang, Amy Y. Chen, Zhuo Georgia Chen, Baowei Fei
Quantitative diagnosis of tongue cancer from histological images in an animal model. Medical Imaging: Digital Pathology (2016)
Guolan Lu, Xulei Qin, Dongsheng Wang, Susan Muller, Hongzheng Zhang, Amy Y. Chen, Zhuo Georgia Chen, Baowei Fei
Hyperspectral imaging of neoplastic progression in a mouse model of oral carcinogenesis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)