Kristin Higgins

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 17

Top Topics

Top Venues

Medical Imaging: Image Processing

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

Medical Imaging: Image-Guided Procedures

Medical Imaging: Computer-Aided Diagnosis

Publications

Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deformable image registration of chest CT using deep cycle network. Medical Imaging: Image-Guided Procedures (2023)
Yang Lei, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deep-learning-based markerless tumor localization using 2D KV/MV image. Medical Imaging: Image Processing (2022)
Jing Wang, Xiaofeng Yang, Boran Zhou, James J. Sohn, Jun Zhou, Jesse T. Jacob, Kristin Higgins, Jeffrey D. Bradley, Tian Liu
Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic. J. Imaging 8 (3) (2022)
Yabo Fu, Yang Lei, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu, Kristin Higgins, Xiaofeng Yang
CT-based volumetric strain imaging via a deep learning registration framework. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Richard L. J. Qiu, Yang Lei, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Aparna H. Kesarwala, Xiaofeng Yang
CBCT lung multi-OAR segmentation via hierarchical network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Yang Lei, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy. Medical Imaging: Image-Guided Procedures (2022)
Tonghe Wang, Yang Lei, Sibo Tian, Tian Liu, Walter J. Curran, Kristin Higgins, Xiaofeng Yang
Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN. Medical Imaging: Image Processing (2021)
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Deep learning-based 3D image generation using a single 2D projection image. Medical Imaging: Image Processing (2021)
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Mask R-CNN-based tumor localization and segmentation in 4D Lung CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Richard L. J. Qiu, Yang Lei, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching. Medical Imaging: Image Processing (2021)
Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Jonathan A. Nye, Hui Mao, Xiaofeng Yang
MRI-aided attenuation correction for PET imaging with deep learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Yabo Fu, Yang Lei, Tonghe Wang, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
An unsupervised deep learning approach for 4DCT lung deformable image registration. Medical Imaging: Image Processing (2020)
Yang Lei, Tonghe Wang, Xue Dong, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathon A. Nye, Xiaofeng Yang
Attenuation correction without structural images for PET imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathan A. Nye, Xiaofeng Yang
Estimating standard-dose PET from low-dose PET with deep learning. Medical Imaging: Image Processing (2020)
Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang
4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. AIRT@MICCAI (2019)
Yang Lei, Tonghe Wang, Yingzi Liu, Kristin Higgins, Sibo Tian, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang
MRI-based synthetic CT generation using deep convolutional neural network. Medical Imaging: Image Processing (2019)
Yang Lei, Yingzi Liu, Xue Dong, Sibo Tian, Tonghe Wang, Xiaojun Jiang, Kristin Higgins, Jonathan J. Beitler, David S. Yu, Tian Liu, Walter J. Curran, Yi Fang, Xiaofeng Yang
Automatic multi-organ segmentation in thorax CT images using U-Net-GAN. Medical Imaging: Computer-Aided Diagnosis (2019)