Approximate maximum likelihood hyperparameter estimation for Gibbs priors. - Zhenyu Zhou; Richard M. Leahy; Jinyi Qi (IEEE Trans. Image Process., 1997)

Study of lesion contrast recovery for statistical PET image reconstruction with accurate system models. - Ching-Han Lance Hsu; Jinyi Qi (Image Processing, 1998)

Continuous Time Dynamic PET Imaging Using List Mode Data. - Thomas E. Nichols; Jinyi Qi; Richard M. Leahy (IPMI, 1999)

Fast computation of the covariance of MAP reconstructions of PET images. - Jinyi Qi; Richard M. Leahy (Image Processing, 1999)

A theoretical study of the contrast recovery and variance of MAP reconstructions from PET data. - Jinyi Qi; Richard M. Leahy (IEEE Trans. Medical Imaging, 1999)

Statistical approaches in quantitative positron emission tomography. - Richard M. Leahy; Jinyi Qi (Stat. Comput., 2000)

Comparison of 3D maximum a posteriori and filtered backprojection algorithms for high resolution animal imaging with microPET. - Arion Chatziioannou; Jinyi Qi; A. Moore; Alex Annala; K. Nguyen; Richard M. Leahy; Simon R. Cherry (IEEE Trans. Medical Imaging, 2000)

Resolution and noise properties of MAP reconstruction for fully 3D PET. - Jinyi Qi; Richard M. Leahy (IEEE Trans. Medical Imaging, 2000)

Theoretical Study of Lesion Detectability of MAP Reconstruction using Computer Observers. - Jinyi Qi; Ronald H. Huesman (IEEE Trans. Medical Imaging, 2001)

List mode reconstruction for PET with motion compensation: a simulation study. - Jinyi Qi; Ronald H. Huesman (ISBI, 2002)

Spatiotemporal reconstruction of list mode PET data. - Thomas E. Nichols; Jinyi Qi; Evren Asma; Richard M. Leahy (IEEE Trans. Medical Imaging, 2002)

Optimization of Bayesian emission tomographic reconstruction for region-of-interest quantitation. - Jinyi Qi (Computational Imaging, 2003)

Theoretical Evaluation of the Detectability of Random Lesions in Bayesian Emission Reconstruction. - Jinyi Qi (IPMI, 2003)

Maximum-Lesion-Detectability Reconstruction Using Penalized Maximum Likelihood. - Jinyi Qi; Ronald H. Huesman (ISBI, 2004)

Accurate estimation of the fisher information matrix for the PET image reconstruction problem. - Quanzheng Li; Evren Asma; Jinyi Qi; James R. Bading; Richard M. Leahy (IEEE Trans. Medical Imaging, 2004)

Analysis of lesion detectability in Bayesian emission reconstruction with nonstationary object variability. - Jinyi Qi (IEEE Trans. Medical Imaging, 2004)

Propagation of errors from the sensitivity image in list mode reconstruction. - Jinyi Qi; Ronald H. Huesman (IEEE Trans. Medical Imaging, 2004)

Maximum-Likelihood Estimation of Detector Response for PET Image Reconstruction. - Jinyi Qi (EMBC, 2006)

Investigation of lesion detectability in dynamic PET data sets. - Guobao Wang; Jinyi Qi (ISBI, 2006)

Direct estimation of kinetic parameters from the sinogram with an unknown blood function. - Imam Samil Yetik; Jinyi Qi (ISBI, 2006)

Comparison of Lesion Detection and Quantification in MAP Reconstruction with Gaussian and Non-Gaussian Priors. - Jinyi Qi (Int. J. Biomed. Imaging, 2006)

Theoretical study of penalized-likelihood image reconstruction for region of interest quantification. - Jinyi Qi; Ronald H. Huesman (IEEE Trans. Medical Imaging, 2006)

High-resolution image reconstruction for PET using estimated detector response functions. - Michel S. Tohme; Jinyi Qi (Computational Imaging, 2007)

Maximum a Posteriori Reconstruction of Patlak Parametric Image from Sinograms in Dynamic Pet. - Guobao Wang; Jinyi Qi (ISBI, 2007)

Statistical image reconstruction for muon tomography using Gaussian scale mixture model. - Guobao Wang; Jinyi Qi (ICIP, 2008)

A residual correction method for iterative reconstruction with inaccurate system model. - Lin Fu; Jinyi Qi (ISBI, 2008)

Iterative nonlinear least squares algorithms for direct reconstruction of parametric images from dynamic PET. - Guobao Wang; Jinyi Qi (ISBI, 2008)

High-Resolution Adaptive PET Imaging. - Jian Zhou; Jinyi Qi (IPMI, 2009)

Detection Performance Analysis for Time-of-Flight PET. - Nannan Cao; Ronald H. Huesman; William W. Moses; Jinyi Qi (ISBI, 2009)

Direct Reconstruction of Dynamic PET Parametric Images Using Sparse Spectral Representation. - Guobao Wang; Jinyi Qi (ISBI, 2009)

Bayesian Image Reconstruction for Improving Detection Performance of Muon Tomography. - Guobao Wang; L. J. Schultz; Jinyi Qi (IEEE Trans. Image Process., 2009)

Analysis of Penalized Likelihood Image Reconstruction for Dynamic PET Quantification. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2009)

Generalized Algorithms for Direct Reconstruction of Parametric Images From Dynamic PET Data. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2009)

Statistical image reconstruction for hybrid fluorescence optical tomography and positron emission tomography. - Guobao Wang; Changqing Li; Simon R. Cherry; Jinyi Qi (ISBI, 2011)

Patch-based regularization for iterative PET image reconstruction. - Guobao Wang; Jinyi Qi (ISBI, 2011)

Adaptive Imaging for Lesion Detection Using a Zoom-in PET System. - Jian Zhou; Jinyi Qi (IEEE Trans. Medical Imaging, 2011)

Regularization design for breast lesion detection in penalized maximum likelihood image reconstruction. - Li Yang; Jian Zhou; Jinyi Qi (ISBI, 2012)

An Optimization Transfer Algorithm for Nonlinear Parametric Image Reconstruction From Dynamic PET Data. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2012)

Penalized Likelihood PET Image Reconstruction Using Patch-Based Edge-Preserving Regularization. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2012)

Monte Carlo SURE-based regularization parameter selection for penalized-likelihood image reconstruction. - Jian Zhou; Jinyi Qi (ISBI, 2014)

Accelerated direct reconstruction of PET parametric images using augmented Lagrangian optimization. - Guobao Wang; Jinyi Qi (ISBI, 2015)

Theoretical analysis of lesion detectability in penalized maximum-likelihood patlak parametric image reconstruction using dynamic PET. - Li Yang; Guobao Wang; Jinyi Qi (ISBI, 2015)

Fluorescence Lifetime Imaging and Intravascular Ultrasound: Co-Registration Study Using Ex Vivo Human Coronaries. - Dimitris Gorpas; Hussain Fatakdawala; Julien Bec; Dinglong Ma; Diego R. Yankelevich; Jinyi Qi; Laura Marcu (IEEE Trans. Medical Imaging, 2015)

PET Image Reconstruction Using Kernel Method. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2015)

Edge-Preserving PET Image Reconstruction Using Trust Optimization Transfer. - Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2015)

Improving Depth, Energy and Timing Estimation in PET Detectors with Deconvolution and Maximum Likelihood Pulse Shape Discrimination. - Eric Berg; Emilie Roncali; Will Hutchcroft; Jinyi Qi; Simon R. Cherry (IEEE Trans. Medical Imaging, 2016)

Theoretical Analysis of Penalized Maximum-Likelihood Patlak Parametric Image Reconstruction in Dynamic PET for Lesion Detection. - Li Yang; Guobao Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2016)

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. - Kuang Gong; Jiahui Guan; Kyung Sang Kim; Xuezhu Zhang; Georges El Fakhri; Jinyi Qi; Quanzheng Li (CoRR, 2017)

Sinogram Blurring Matrix Estimation From Point Sources Measurements With Rank-One Approximation for Fully 3-D PET. - Kuang Gong; Jian Zhou; Michel Tohme; Martin Judenhofer; Yongfeng Yang; Jinyi Qi (IEEE Trans. Medical Imaging, 2017)

Hybrid Pre-Log and Post-Log Image Reconstruction for Computed Tomography. - Guobao Wang; Jian Zhou; Zhou Yu; Wenli Wang; Jinyi Qi (IEEE Trans. Medical Imaging, 2017)

Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network. - Kuang Gong; Kyung Sang Kim; Jianan Cui; Ning Guo; Ciprian Catana; Jinyi Qi; Quanzheng Li (CoRR, 2018)

Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity. - Kuang Gong; Jinxiu Cheng-Liao; Guobao Wang; Kevin T. Chen; Ciprian Catana; Jinyi Qi (IEEE Trans. Medical Imaging, 2018)

Corrections to "Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity". - Kuang Gong; Jinxiu Cheng-Liao; Guobao Wang; Kevin T. Chen; Ciprian Catana; Jinyi Qi (IEEE Trans. Medical Imaging, 2018)

Prototype Small-Animal PET-CT Imaging System for Image-Guided Radiation Therapy. - 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; et al. (IEEE Access, 2019)

PET Image Reconstruction Using Deep Image Prior. - Kuang Gong; Ciprian Catana; Jinyi Qi; Quanzheng Li (IEEE Trans. Medical Imaging, 2019)

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. - Kuang Gong; Jiahui Guan; Kyung Sang Kim; Xuezhu Zhang; Jaewon Yang; Youngho Seo; Georges El Fakhri; Jinyi Qi; Quanzheng Li (IEEE Trans. Medical Imaging, 2019)

Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy. - Wen Chen; Yimin Li; Nimu Yuan; Jinyi Qi; Brandon A. Dyer; Levent Sensoy; Stanley H. Benedict; Lu Shang; Shyam Rao; Yi Rong (Frontiers Artif. Intell., 2020)

Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction. - Kuang Gong; Eric Berg; Simon R. Cherry; Jinyi Qi (Proc. IEEE, 2020)

Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior. - Kuang Gong; Ciprian Catana; Jinyi Qi; Quanzheng Li (IEEE Trans. Medical Imaging, 2022)

Deep Learning Based Joint PET Image Reconstruction and Motion Estimation. - Tiantian Li; Mengxi Zhang; Wenyuan Qi; Evren Asma; Jinyi Qi (IEEE Trans. Medical Imaging, 2022)

Positronium Lifetime Image Reconstruction for TOF PET. - Jinyi Qi; Bangyan Huang (IEEE Trans. Medical Imaging, 2022)

FLIm-Based in Vivo Classification of Residual Cancer in the Surgical Cavity During Transoral Robotic Surgery. - 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 (MICCAI (9), 2023)

Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction. - Siqi Li; Kuang Gong; Ramsey D. Badawi; Edward J. Kim 002; Jinyi Qi; Guobao Wang (IEEE Trans. Medical Imaging, 2023)

AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data. - 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; et al. (J. Digit. Imaging, 2023)

Anatomy-Specific Classification Model Using Label-Free FLIm to Aid Intraoperative Surgical Guidance of Head and Neck Cancer. - 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 (IEEE Trans. Biomed. Eng., 2023)

Data-Centric Learning Framework for Real-Time Detection of Aiming Beam in Fluorescence Lifetime Imaging Guided Surgery. - Mohamed Abul Hassan; Pu Sun; Xiangnan Zhou; Lisanne Kraft; Kelsey T. Hadfield; Katjana Ehrlich; Jinyi Qi; Andrew C. Birkeland; Laura Marcu (CoRR, 2024)

Optimization-derived blood input function using a kernel method and its evaluation with total-body PET for brain parametric imaging. - Yansong Zhu; Quyen Tran; Yiran Wang; Ramsey D. Badawi; Simon R. Cherry; Jinyi Qi; Shiva Abbaszadeh; Guobao Wang (NeuroImage, 2024)

SPLIT: Statistical Positronium Lifetime Image Reconstruction via Time-Thresholding. - Bangyan Huang; Tiantian Li; Gerard Ariño-Estrada; Kamil Dulski; Roman Y. Shopa; Pawel Moskal; Ewa L. Stepien; Jinyi Qi (IEEE Trans. Medical Imaging, 2024)

NCF: Neural Correspondence Field for Medical Image Registration. - Lei Zhou; Nimu Yuan; Katjana Ehrlich; Jinyi Qi (CoRR, 2025)