Jinyi Qi

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 24

Top Topics

Parameter Selection

Image Reconstruction

Tumor Segmentation

Computed Tomography

Top Venues

IEEE Trans. Medical Imaging

Publications

Yansong Zhu, Quyen Tran, Yiran Wang, Ramsey D. Badawi, Simon R. Cherry, Jinyi Qi, Shiva Abbaszadeh, Guobao Wang
Optimization-derived blood input function using a kernel method and its evaluation with total-body PET for brain parametric imaging. NeuroImage 293 (2024)
Bangyan Huang, Tiantian Li, Gerard Ariño-Estrada, Kamil Dulski, Roman Y. Shopa, Pawel Moskal, Ewa L. Stepien, Jinyi Qi
SPLIT: Statistical Positronium Lifetime Image Reconstruction via Time-Thresholding. IEEE Trans. Medical Imaging 43 (6) (2024)
Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang
Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction. IEEE Trans. Medical Imaging 42 (3) (2023)
Chih-Chieh Liu, Yasser G. Abdelhafez, S. Paran Yap, Francesco Acquafredda, Silvia Schirò, Andrew L. Wong, Dani Sarohia, Cyrus Bateni, Morgan Angus Darrow, Michele Guindani, Sonia Lee, Michelle Zhang, Ahmed W. Moawad, Quinn Kwan-Tai Ng, Layla Shere, Khaled M. Elsayes, Roberto Maroldi, Thomas M. Link, Lorenzo Nardo, Jinyi Qi
AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data. J. Digit. Imaging 36 (3) (2023)
Mohamed Abul Hassan, Brent W. Weyers, Julien Bec, Farzad Fereidouni, Jinyi Qi, Dorina Gui, Arnaud F. Bewley, Marianne Abouyared, D. Gregory Farwell, Andrew C. Birkeland, Laura Marcu
Anatomy-Specific Classification Model Using Label-Free FLIm to Aid Intraoperative Surgical Guidance of Head and Neck Cancer. IEEE Trans. Biomed. Eng. 70 (10) (2023)
Mohamed A. Hassan, Brent W. Weyers, Julien Bec, Jinyi Qi, Dorina Gui, Arnaud F. Bewley, Marianne Abouyared, D. Gregory Farwell, Andrew C. Birkeland, Laura Marcu
FLIm-Based in Vivo Classification of Residual Cancer in the Surgical Cavity During Transoral Robotic Surgery. MICCAI (9) (2023)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior. IEEE Trans. Medical Imaging 41 (3) (2022)
Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang
Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction. CoRR (2022)
Tiantian Li, Mengxi Zhang, Wenyuan Qi, Evren Asma, Jinyi Qi
Deep Learning Based Joint PET Image Reconstruction and Motion Estimation. IEEE Trans. Medical Imaging 41 (5) (2022)
Jinyi Qi, Bangyan Huang
Positronium Lifetime Image Reconstruction for TOF PET. IEEE Trans. Medical Imaging 41 (10) (2022)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior. CoRR (2021)
Wen Chen, Yimin Li, Nimu Yuan, Jinyi Qi, Brandon A. Dyer, Levent Sensoy, Stanley H. Benedict, Lu Shang, Shyam Rao, Yi Rong
Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy. Frontiers Artif. Intell. 3 (2020)
Kuang Gong, Eric Berg, Simon R. Cherry, Jinyi Qi
Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction. Proc. IEEE 108 (1) (2020)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
PET Image Reconstruction Using Deep Image Prior. IEEE Trans. Medical Imaging 38 (7) (2019)
Ekaterina Mikhaylova, Jamison Brooks, Darren M. Zuro, Farouk Nouizi, Maciej Kujawski, Srideshikan Sargur Madabushi, Jinyi Qi, Mengxi Zhang, Junie Chea, Erasmus K. Poku, Nicole Bowles, Jeffrey Y. C. Wong, John E. Shively, Paul J. Yazaki, Gultekin Gulsen, Simon R. Cherry, Susanta K. Hui
Prototype Small-Animal PET-CT Imaging System for Image-Guided Radiation Therapy. IEEE Access 7 (2019)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. IEEE Trans. Medical Imaging 38 (3) (2019)
Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi
Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity. IEEE Trans. Medical Imaging 37 (4) (2018)
Kuang Gong, Kyung Sang Kim, Jianan Cui, Ning Guo, Ciprian Catana, Jinyi Qi, Quanzheng Li
Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network. CoRR (2018)
Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi
Corrections to "Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity". IEEE Trans. Medical Imaging 37 (8) (2018)
Kuang Gong, Jian Zhou, Michel Tohme, Martin Judenhofer, Yongfeng Yang, Jinyi Qi
Sinogram Blurring Matrix Estimation From Point Sources Measurements With Rank-One Approximation for Fully 3-D PET. IEEE Trans. Medical Imaging 36 (10) (2017)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. CoRR (2017)
Guobao Wang, Jian Zhou, Zhou Yu, Wenli Wang, Jinyi Qi
Hybrid Pre-Log and Post-Log Image Reconstruction for Computed Tomography. IEEE Trans. Medical Imaging 36 (12) (2017)
Li Yang, Guobao Wang, Jinyi Qi
Theoretical Analysis of Penalized Maximum-Likelihood Patlak Parametric Image Reconstruction in Dynamic PET for Lesion Detection. IEEE Trans. Medical Imaging 35 (4) (2016)
Eric Berg, Emilie Roncali, Will Hutchcroft, Jinyi Qi, Simon R. Cherry
Improving Depth, Energy and Timing Estimation in PET Detectors with Deconvolution and Maximum Likelihood Pulse Shape Discrimination. IEEE Trans. Medical Imaging 35 (11) (2016)
Dimitris Gorpas, Hussain Fatakdawala, Julien Bec, Dinglong Ma, Diego R. Yankelevich, Jinyi Qi, Laura Marcu
Fluorescence Lifetime Imaging and Intravascular Ultrasound: Co-Registration Study Using Ex Vivo Human Coronaries. IEEE Trans. Medical Imaging 34 (1) (2015)
Guobao Wang, Jinyi Qi
Edge-Preserving PET Image Reconstruction Using Trust Optimization Transfer. IEEE Trans. Medical Imaging 34 (4) (2015)
Guobao Wang, Jinyi Qi
PET Image Reconstruction Using Kernel Method. IEEE Trans. Medical Imaging 34 (1) (2015)
Li Yang, Guobao Wang, Jinyi Qi
Theoretical analysis of lesion detectability in penalized maximum-likelihood patlak parametric image reconstruction using dynamic PET. ISBI (2015)
Guobao Wang, Jinyi Qi
Accelerated direct reconstruction of PET parametric images using augmented Lagrangian optimization. ISBI (2015)
Jian Zhou, Jinyi Qi
Monte Carlo SURE-based regularization parameter selection for penalized-likelihood image reconstruction. ISBI (2014)
Guobao Wang, Jinyi Qi
PET image reconstruction using kernel method. ISBI (2013)
Guobao Wang, Jinyi Qi
Penalized Likelihood PET Image Reconstruction Using Patch-Based Edge-Preserving Regularization. IEEE Trans. Medical Imaging 31 (12) (2012)
Li Yang, Jian Zhou, Jinyi Qi
Regularization design for breast lesion detection in penalized maximum likelihood image reconstruction. ISBI (2012)
Guobao Wang, Jinyi Qi
An Optimization Transfer Algorithm for Nonlinear Parametric Image Reconstruction From Dynamic PET Data. IEEE Trans. Medical Imaging 31 (10) (2012)
Jian Zhou, Jinyi Qi
Adaptive Imaging for Lesion Detection Using a Zoom-in PET System. IEEE Trans. Medical Imaging 30 (1) (2011)
Guobao Wang, Changqing Li, Simon R. Cherry, Jinyi Qi
Statistical image reconstruction for hybrid fluorescence optical tomography and positron emission tomography. ISBI (2011)
Guobao Wang, Jinyi Qi
Patch-based regularization for iterative PET image reconstruction. ISBI (2011)
Jian Zhou, Jinyi Qi
High-Resolution Adaptive PET Imaging. IPMI (2009)
Guobao Wang, L. J. Schultz, Jinyi Qi
Bayesian Image Reconstruction for Improving Detection Performance of Muon Tomography. IEEE Trans. Image Process. 18 (5) (2009)
Guobao Wang, Jinyi Qi
Generalized Algorithms for Direct Reconstruction of Parametric Images From Dynamic PET Data. IEEE Trans. Medical Imaging 28 (11) (2009)
Guobao Wang, Jinyi Qi
Analysis of Penalized Likelihood Image Reconstruction for Dynamic PET Quantification. IEEE Trans. Medical Imaging 28 (4) (2009)
Nannan Cao, Ronald H. Huesman, William W. Moses, Jinyi Qi
Detection Performance Analysis for Time-of-Flight PET. ISBI (2009)
Guobao Wang, Jinyi Qi
Direct Reconstruction of Dynamic PET Parametric Images Using Sparse Spectral Representation. ISBI (2009)
Guobao Wang, Jinyi Qi
Statistical image reconstruction for muon tomography using Gaussian scale mixture model. ICIP (2008)
Lin Fu, Jinyi Qi
A residual correction method for iterative reconstruction with inaccurate system model. ISBI (2008)
Guobao Wang, Jinyi Qi
Iterative nonlinear least squares algorithms for direct reconstruction of parametric images from dynamic PET. ISBI (2008)
Michel S. Tohme, Jinyi Qi
High-resolution image reconstruction for PET using estimated detector response functions. Computational Imaging (2007)
Guobao Wang, Jinyi Qi
Maximum a Posteriori Reconstruction of Patlak Parametric Image from Sinograms in Dynamic Pet. ISBI (2007)
Jinyi Qi
Comparison of Lesion Detection and Quantification in MAP Reconstruction with Gaussian and Non-Gaussian Priors. Int. J. Biomed. Imaging 2006 (2006)
Guobao Wang, Jinyi Qi
Investigation of lesion detectability in dynamic PET data sets. ISBI (2006)
Jinyi Qi, Ronald H. Huesman
Theoretical study of penalized-likelihood image reconstruction for region of interest quantification. IEEE Trans. Medical Imaging 25 (5) (2006)
Imam Samil Yetik, Jinyi Qi
Direct estimation of kinetic parameters from the sinogram with an unknown blood function. ISBI (2006)
Jinyi Qi
Maximum-Likelihood Estimation of Detector Response for PET Image Reconstruction. EMBC (2006)
Quanzheng Li, Evren Asma, Jinyi Qi, James R. Bading, Richard M. Leahy
Accurate estimation of the fisher information matrix for the PET image reconstruction problem. IEEE Trans. Medical Imaging 23 (9) (2004)
Jinyi Qi, Ronald H. Huesman
Propagation of errors from the sensitivity image in list mode reconstruction. IEEE Trans. Medical Imaging 23 (9) (2004)
Jinyi Qi
Analysis of lesion detectability in Bayesian emission reconstruction with nonstationary object variability. IEEE Trans. Medical Imaging 23 (3) (2004)
Jinyi Qi, Ronald H. Huesman
Maximum-Lesion-Detectability Reconstruction Using Penalized Maximum Likelihood. ISBI (2004)
Jinyi Qi
Optimization of Bayesian emission tomographic reconstruction for region-of-interest quantitation. Computational Imaging (2003)
Jinyi Qi
Theoretical Evaluation of the Detectability of Random Lesions in Bayesian Emission Reconstruction. IPMI (2003)
Thomas E. Nichols, Jinyi Qi, Evren Asma, Richard M. Leahy
Spatiotemporal reconstruction of list mode PET data. IEEE Trans. Medical Imaging 21 (4) (2002)
Jinyi Qi, Ronald H. Huesman
List mode reconstruction for PET with motion compensation: a simulation study. ISBI (2002)
Jinyi Qi, Ronald H. Huesman
Theoretical Study of Lesion Detectability of MAP Reconstruction using Computer Observers. IEEE Trans. Medical Imaging 20 (8) (2001)
Jinyi Qi, Richard M. Leahy
Resolution and noise properties of MAP reconstruction for fully 3D PET. IEEE Trans. Medical Imaging 19 (5) (2000)
Arion Chatziioannou, Jinyi Qi, A. Moore, Alex Annala, K. Nguyen, Richard M. Leahy, Simon R. Cherry
Comparison of 3D maximum a posteriori and filtered backprojection algorithms for high resolution animal imaging with microPET. IEEE Trans. Medical Imaging 19 (5) (2000)
Richard M. Leahy, Jinyi Qi
Statistical approaches in quantitative positron emission tomography. Stat. Comput. 10 (2) (2000)
Thomas E. Nichols, Jinyi Qi, Richard M. Leahy
Continuous Time Dynamic PET Imaging Using List Mode Data. IPMI (1999)
Jinyi Qi, Richard M. Leahy
Fast computation of the covariance of MAP reconstructions of PET images. Medical Imaging: Image Processing (1999)
Jinyi Qi, Richard M. Leahy
A theoretical study of the contrast recovery and variance of MAP reconstructions from PET data. IEEE Trans. Medical Imaging 18 (4) (1999)
Ching-Han Lance Hsu, Jinyi Qi
Study of lesion contrast recovery for statistical PET image reconstruction with accurate system models. Medical Imaging: Image Processing (1998)
Zhenyu Zhou, Richard M. Leahy, Jinyi Qi
Approximate maximum likelihood hyperparameter estimation for Gibbs priors. IEEE Trans. Image Process. 6 (6) (1997)