Martin T. Halicek

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 23

Top Topics

Histological Images

Convolutional Neural Networks

Top Venues

Medical Imaging: Image-Guided Procedures

Medical Imaging: Digital Pathology

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)
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)
Martin T. Halicek, Samuel Ortega, Himar Fabelo, Carlos López, Marylène Lejeune, Gustavo Marrero Callicó, Baowei Fei
Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology. Medical Imaging: Digital Pathology (2020)
Maysam Shahedi, Martin T. Halicek, James D. Dormer, Baowei Fei
Incorporating minimal user input into deep-learning-based image segmentation. Medical Imaging: Image Processing (2020)
James Huang, Martin T. Halicek, Maysam Shahedi, Baowei Fei
Augmented reality visualization of hyperspectral imaging classifications for image-guided brain tumor phantom resection. Medical Imaging: Image-Guided Procedures (2020)
Samuel Ortega, Martin T. Halicek, Himar Fabelo, Rafael Camacho, Maria De La Luz Plaza, Fred Godtliebsen, Gustavo Marrero Callicó, Baowei Fei
Hyperspectral Imaging for the Detection of Glioblastoma Tumor Cells in H&E Slides Using Convolutional Neural Networks. Sensors 20 (7) (2020)
Ling Ma, Martin T. Halicek, Baowei Fei
In vivo cancer detection in animal model using hyperspectral image classification with wavelet feature extraction. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Samuel Ortega, Martin T. Halicek, Himar Fabelo, Raúl Guerra, Carlos López, Marylène Lejeune, Fred Godtliebsen, Gustavo Marrero Callicó, Baowei Fei
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images. Medical Imaging: Digital Pathology (2020)
Christopher T. Tran, Martin T. Halicek, James D. Dormer, Animesh Tandon, Tarique Hussain, Baowei Fei
Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-Net. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
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)
Ling Ma, Martin T. Halicek, Ximing Zhou, James D. Dormer, Baowei Fei
Hyperspectral microscopic imaging for automatic detection of head and neck squamous cell carcinoma using histologic image and machine learning. 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)
Maysam Shahedi, Martin T. Halicek, Qinmei Li, Lizhi Liu, Zhenfeng Zhang, Sadhna Verma, David M. Schuster, Baowei Fei
A semiautomatic approach for prostate segmentation in MR images using local texture classification and statistical shape modeling. Medical Imaging: Image-Guided Procedures (2019)
Himar Fabelo, Martin T. Halicek, Samuel Ortega, Maysam Shahedi, Adam Szolna, Juan F. Piñeiro, Coralia Sosa, Aruma J. O'Shanahan, Sara Bisshopp, Carlos Espino Palma, Mariano Márquez, María Hernández, David Carrera, Jesús Morera, Gustavo Marrero Callicó, Roberto Sarmiento, Baowei Fei
Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain. Sensors 19 (4) (2019)
Himar Fabelo, Martin T. Halicek, Samuel Ortega, Adam Szolna, Jesús Morera, Roberto Sarmiento, Gustavo Marrero Callicó, Baowei Fei
Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients. Medical Imaging: Image-Guided Procedures (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)
James D. Dormer, Martin T. Halicek, Ling Ma, Carolyn M. Reilly, Eduard Schreibmann, Baowei Fei
Convolutional neural networks for the detection of diseased hearts using CT images and left atrium patches. Medical Imaging: Computer-Aided Diagnosis (2018)
Maysam Shahedi, Ling Ma, Martin T. Halicek, Rongrong Guo, Guoyi Zhang, David M. Schuster, Peter Nieh, Viraj Master, Baowei Fei
A semiautomatic algorithm for three-dimensional segmentation of the prostate on CT images using shape and local texture characteristics. Medical Imaging: Image-Guided Procedures (2018)
James D. Dormer, Ling Ma, Martin T. Halicek, Carolyn M. Reilly, Eduard Schreibmann, Baowei Fei
Heart chamber segmentation from CT using convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (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)