Martin T. Halicek

According to our database, Martin T. Halicek authored at least 23 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features.

Ka'Toria N. Leitch, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Baowei Fei

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

2021

Pixel-level tumor margin assessment of surgical specimen with hyperspectral imaging and deep learning classification.

Ling Ma, Maysam Shahedi, Ted Shi, Martin T. Halicek, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Multiparametric radiomics for predicting the aggressiveness of papillary thyroid carcinoma using hyperspectral images.

Ka'Toria Edwards, Martin T. Halicek, James V. Little, Amy Y. Chen, Baowei Fei

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

2020

Hyperspectral Imaging for the Detection of Glioblastoma Tumor Cells in H&E Slides Using Convolutional Neural Networks.

Samuel Ortega, Martin T. Halicek, Himar Fabelo, Rafael Camacho, Maria De La Luz Plaza, Fred Godtliebsen, Gustavo M. Callicó, Baowei Fei

Sensors, 2020

Incorporating minimal user input into deep-learning-based image segmentation.

Maysam Shahedi, Martin T. Halicek, James D. Dormer, Baowei Fei

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Augmented reality visualization of hyperspectral imaging classifications for image-guided brain tumor phantom resection.

James Huang, Martin T. Halicek, Maysam Shahedi, Baowei Fei

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images.

Samuel Ortega, Martin T. Halicek, Himar Fabelo, Raúl Guerra, Carlos López, Marylène Lejeune, Fred Godtliebsen, Gustavo M. Callicó, Baowei Fei

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images.

Amol Mavuduru, Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baowei Fei

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Hyperspectral microscopic imaging for automatic detection of head and neck squamous cell carcinoma using histologic image and machine learning.

Ling Ma, Martin T. Halicek, Ximing Zhou, James D. Dormer, Baowei Fei

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology.

Martin T. Halicek, Samuel Ortega, Himar Fabelo, Carlos López, Marylène Lejeune, Gustavo M. Callicó, Baowei Fei

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-Net.

Christopher T. Tran, Martin T. Halicek, James D. Dormer, Animesh Tandon, Tarique Hussain, Baowei Fei

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

In vivo cancer detection in animal model using hyperspectral image classification with wavelet feature extraction.

Ling Ma, Martin T. Halicek, Baowei Fei

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2019

Deep Learning-Based Framework for <i>In Vivo</i> Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain.

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 M. Callicó, Roberto Sarmiento, Baowei Fei

Sensors, 2019

A semiautomatic approach for prostate segmentation in MR images using local texture classification and statistical shape modeling.

Maysam Shahedi, Martin T. Halicek, Qinmei Li, Lizhi Liu, Zhenfeng Zhang, Sadhna Verma, David M. Schuster, Baowei Fei

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth.

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

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients.

Himar Fabelo, Martin T. Halicek, Samuel Ortega, Adam Szolna, Jesús Morera, Roberto Sarmiento, Gustavo M. Callicó, Baowei Fei

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Detection of squamous cell carcinoma in digitized histological images from the head and neck using convolutional neural networks.

Martin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

2018

A semiautomatic algorithm for three-dimensional segmentation of the prostate on CT images using shape and local texture characteristics.

Maysam Shahedi, Ling Ma, Martin T. Halicek, Rongrong Guo, Guoyi Zhang, David M. Schuster, Peter Nieh, Viraj Master, Baowei Fei

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

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

Martin T. Halicek, James V. Little, Xu Wang, Mihir Patel, Christopher C. Griffith, Amy Y. Chen, Baowei Fei

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Deformable registration of histological cancer margins to gross hyperspectral images using demons.

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

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Convolutional neural networks for the detection of diseased hearts using CT images and left atrium patches.

James D. Dormer, Martin T. Halicek, Ling Ma, Carolyn M. Reilly, Eduard Schreibmann, Baowei Fei

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Heart chamber segmentation from CT using convolutional neural networks.

James D. Dormer, Ling Ma, Martin T. Halicek, Carolyn M. Reilly, Eduard Schreibmann, Baowei Fei

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Label-free hyperspectral imaging and quantification methods for surgical margin assessment of tissue specimens of cancer patients.

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017