Kristin Higgins

17 papers B 7Journal 1Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
Deformable image registration of chest CT using deep cycle network.
Image-Guided Procedures
Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
2022 — conf
CBCT lung multi-OAR segmentation via hierarchical network.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Richard L. J. Qiu, Yang Lei, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Aparna H. Kesarwala, Xiaofeng Yang
2022 — conf
CT-based volumetric strain imaging via a deep learning registration framework.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Yabo Fu, Yang Lei, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu, Kristin Higgins, Xiaofeng Yang
2022 B conf
Deep-learning-based markerless tumor localization using 2D KV/MV image.
Image Processing
Yang Lei, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
2022 — conf
Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy.
Image-Guided Procedures
Yang Lei, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
2022 J jnl
Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic.
J. Imaging
Jing Wang, Xiaofeng Yang, Boran Zhou, James J. Sohn, Jun Zhou, Jesse T. Jacob, Kristin Higgins, Jeffrey D. Bradley, Tian Liu
2021 B conf
Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching.
Image Processing
Richard L. J. Qiu, Yang Lei, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
2021 B conf
Deep learning-based 3D image generation using a single 2D projection image.
Image Processing
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
2021 B conf
Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN.
Image Processing
Tonghe Wang, Yang Lei, Sibo Tian, Tian Liu, Walter J. Curran, Kristin Higgins, Xiaofeng Yang
2021 — conf
Mask R-CNN-based tumor localization and segmentation in 4D Lung CT.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
2020 B conf
An unsupervised deep learning approach for 4DCT lung deformable image registration.
Image Processing
Yabo Fu, Yang Lei, Tonghe Wang, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
2020 — conf
Attenuation correction without structural images for PET imaging.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Yang Lei, Tonghe Wang, Xue Dong, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathon A. Nye, Xiaofeng Yang
2020 B conf
Estimating standard-dose PET from low-dose PET with deep learning.
Image Processing
Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathan A. Nye, Xiaofeng Yang
2020 — conf
MRI-aided attenuation correction for PET imaging with deep learning.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Jonathan A. Nye, Hui Mao, Xiaofeng Yang
2019 — conf
4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network.
AIRT@MICCAI
Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang
2019 — conf
Automatic multi-organ segmentation in thorax CT images using U-Net-GAN.
Computer-Aided Diagnosis
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
2019 B conf
MRI-based synthetic CT generation using deep convolutional neural network.
Image Processing
Yang Lei, Tonghe Wang, Yingzi Liu, Kristin Higgins, Sibo Tian, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang