Eric C. Frey

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 11

Top Topics

Prior Information

Supervised Learning

Convolutional Neural Networks

Fuzzy Clustering

Top Venues

Medical Image Anal.

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

IEEE Trans. Medical Imaging

Publications

Junyu Chen, Eric C. Frey, Yufan He, William Paul Segars, Ye Li, Yong Du
TransMorph: Transformer for unsupervised medical image registration. Medical Image Anal. 82 (2022)
Junyu Chen, Eric C. Frey, Yong Du
Unsupervised Learning of Diffeomorphic Image Registration via TransMorph. WBIR (2022)
Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B. Solnes, Eric C. Frey
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks. CoRR (2021)
Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration. CoRR (2021)
Junyu Chen, Yong Du, Yufan He, William Paul Segars, Ye Li, Eric C. Frey
TransMorph: Transformer for unsupervised medical image registration. CoRR (2021)
Junyu Chen, Eric C. Frey
An Unsupervised Learning Model for Medical Image Segmentation. CoRR (2020)
Junyu Chen, Eric C. Frey
Feature-Based Image Clustering and Segmentation Using Wavelets. CoRR (2019)
Junyu Chen, Abhinav K. Jha, Eric C. Frey
Incorporating CT prior information in the robust fuzzy C-means algorithm for QSPECT image segmentation. Medical Imaging: Image Processing (2019)
Junyu Chen, Ye Li, Eric C. Frey
Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks. CoRR (2019)
Xin Li, Abhinav K. Jha, Michael Ghaly, Fatma E. A. Elshahaby, Jonathan M. Links, Eric C. Frey
Use of Sub-Ensembles and Multi-Template Observers to Evaluate Detection Task Performance for Data That are Not Multivariate Normal. IEEE Trans. Medical Imaging 36 (4) (2017)
Meredith K. Kupinski, Eric Clarkson, Michael Ghaly, Eric C. Frey
Applying the J-optimal channelized quadratic observer to SPECT myocardial perfusion defect detection. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Xin He, Lishui Cheng, Jeffrey A. Fessler, Eric C. Frey
Regularized Image Reconstruction Algorithms for Dual-Isotope Myocardial Perfusion SPECT (MPS) Imaging Using a Cross-Tracer Prior. IEEE Trans. Medical Imaging 30 (6) (2011)
Xin He, Brandon D. Gallas, Eric C. Frey
Three-Class ROC Analysis - Toward a General Decision Theoretic Solution. IEEE Trans. Medical Imaging 29 (1) (2010)
Xin He, Eric C. Frey
The Validity of Three-Class Hotelling Trace (3-HT) in Describing Three-Class Task Performance: Comparison of Three-Class Volume Under ROC Surface (VUS) and 3-HT. IEEE Trans. Medical Imaging 28 (2) (2009)
Bin He, Richard L. Wahl, Yong Du, G. Sgouros, H. Jacene, Ian Flinn, Eric C. Frey
Comparison of Residence Time Estimation Methods for Radioimmunotherapy Dosimetry and Treatment Planning - Monte Carlo Simulation Studies. IEEE Trans. Medical Imaging 27 (4) (2008)
Xin He, Xiyun Song, Eric C. Frey
Application of Three-Class ROC Analysis to Task-Based Image Quality Assessment of Simultaneous Dual-Isotope Myocardial Perfusion SPECT (MPS). IEEE Trans. Medical Imaging 27 (11) (2008)
Xin He, Eric C. Frey
The Meaning and Use of the Volume Under a Three-Class ROC Surface (VUS). IEEE Trans. Medical Imaging 27 (5) (2008)
Xin He, Brian S. Caffo, Eric C. Frey
Toward Realistic and Practical Ideal Observer (IO) Estimation for the Optimization of Medical Imaging Systems. IEEE Trans. Medical Imaging 27 (10) (2008)
Xin He, Eric C. Frey
An Optimal Three-Class Linear Observer Derived From Decision Theory. IEEE Trans. Medical Imaging 26 (1) (2007)
Jingyan Xu, Chi Liu, Yuchuan Wang, Eric C. Frey, Benjamin M. W. Tsui
Quantitative Rotating Multisegment Slant-Hole SPECT Mammography With Attenuation and Collimator-Detector Response Compensation. IEEE Trans. Medical Imaging 26 (7) (2007)
Xin He, Charles E. Metz, Benjamin M. W. Tsui, Jonathan M. Links, Eric C. Frey
Three-class ROC analysis-a decision theoretic approach under the ideal observer framework. IEEE Trans. Medical Imaging 25 (5) (2006)
Xin He, Eric C. Frey
Three-Class ROC Analysis - The Equal Error Utility Assumption and the Optimality of Three-Class ROC Surface Using the Ideal Observer. IEEE Trans. Medical Imaging 25 (8) (2006)
Yong Du, Benjamin M. W. Tsui, Eric C. Frey
Partial Volume Effect Compensation for Quantitative Brain SPECT Imaging. IEEE Trans. Medical Imaging 24 (8) (2005)
Eric C. Frey, Karen L. Gilland, Benjamin M. W. Tsui
Application of Task-Based Measures of Image Quality to Optimization and Evaluation of Three-Dimensional Reconstruction-Based Compensation Methods in Myocardial Perfusion SPECT. IEEE Trans. Medical Imaging 21 (9) (2002)
Benjamin M. W. Tsui, Yuchan Wang, B. C. Yoder, Eric C. Frey
Micro-SPECT. ISBI (2002)
David S. Lalush, Eric C. Frey, Benjamin M. W. Tsui
Fast Maximization Entropy Approximation in SPECT Using the RBI-MAP Algorithm. IEEE Trans. Medical Imaging 19 (4) (2000)
Dan J. Kadrmas, Eric C. Frey, Benjamin M. W. Tsui
Application of Reconstruction-Based Scatter Compensation to Thallium-201 SPECT: Implementations for Reduced Reconstructed Image Noise. IEEE Trans. Medical Imaging 17 (3) (1998)