Jinyi Qi

Orcid: 0000-0002-5428-0322

According to our database1, Jinyi Qi authored at least 65 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to statistical image reconstruction for emission-computed tomography".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

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

AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data.
J. Digit. Imaging, June, 2023

Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction.
IEEE Trans. Medical Imaging, March, 2023

FLIm-Based in Vivo Classification of Residual Cancer in the Surgical Cavity During Transoral Robotic Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Positronium Lifetime Image Reconstruction for TOF PET.
IEEE Trans. Medical Imaging, 2022

Deep Learning Based Joint PET Image Reconstruction and Motion Estimation.
IEEE Trans. Medical Imaging, 2022

Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior.
IEEE Trans. Medical Imaging, 2022

2020
Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction.
Proc. IEEE, 2020

Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy.
Frontiers Artif. Intell., 2020

2019
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
IEEE Trans. Medical Imaging, 2019

PET Image Reconstruction Using Deep Image Prior.
IEEE Trans. Medical Imaging, 2019

Prototype Small-Animal PET-CT Imaging System for Image-Guided Radiation Therapy.
IEEE Access, 2019

2018
Corrections to "Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity".
IEEE Trans. Medical Imaging, 2018

Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity.
IEEE Trans. Medical Imaging, 2018

Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network.
CoRR, 2018

2017
Hybrid Pre-Log and Post-Log Image Reconstruction for Computed Tomography.
IEEE Trans. Medical Imaging, 2017

Sinogram Blurring Matrix Estimation From Point Sources Measurements With Rank-One Approximation for Fully 3-D PET.
IEEE Trans. Medical Imaging, 2017

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
CoRR, 2017

2016
Theoretical Analysis of Penalized Maximum-Likelihood Patlak Parametric Image Reconstruction in Dynamic PET for Lesion Detection.
IEEE Trans. Medical Imaging, 2016

Improving Depth, Energy and Timing Estimation in PET Detectors with Deconvolution and Maximum Likelihood Pulse Shape Discrimination.
IEEE Trans. Medical Imaging, 2016

2015
Edge-Preserving PET Image Reconstruction Using Trust Optimization Transfer.
IEEE Trans. Medical Imaging, 2015

PET Image Reconstruction Using Kernel Method.
IEEE Trans. Medical Imaging, 2015

Fluorescence Lifetime Imaging and Intravascular Ultrasound: Co-Registration Study Using Ex Vivo Human Coronaries.
IEEE Trans. Medical Imaging, 2015

Theoretical analysis of lesion detectability in penalized maximum-likelihood patlak parametric image reconstruction using dynamic PET.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Accelerated direct reconstruction of PET parametric images using augmented Lagrangian optimization.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Monte Carlo SURE-based regularization parameter selection for penalized-likelihood image reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2012
Penalized Likelihood PET Image Reconstruction Using Patch-Based Edge-Preserving Regularization.
IEEE Trans. Medical Imaging, 2012

An Optimization Transfer Algorithm for Nonlinear Parametric Image Reconstruction From Dynamic PET Data.
IEEE Trans. Medical Imaging, 2012

Regularization design for breast lesion detection in penalized maximum likelihood image reconstruction.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Adaptive Imaging for Lesion Detection Using a Zoom-in PET System.
IEEE Trans. Medical Imaging, 2011

Patch-based regularization for iterative PET image reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Statistical image reconstruction for hybrid fluorescence optical tomography and positron emission tomography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2009
Generalized Algorithms for Direct Reconstruction of Parametric Images From Dynamic PET Data.
IEEE Trans. Medical Imaging, 2009

Analysis of Penalized Likelihood Image Reconstruction for Dynamic PET Quantification.
IEEE Trans. Medical Imaging, 2009

Bayesian Image Reconstruction for Improving Detection Performance of Muon Tomography.
IEEE Trans. Image Process., 2009

Direct Reconstruction of Dynamic PET Parametric Images Using Sparse Spectral Representation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Detection Performance Analysis for Time-of-Flight PET.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

High-Resolution Adaptive PET Imaging.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
Iterative nonlinear least squares algorithms for direct reconstruction of parametric images from dynamic PET.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A residual correction method for iterative reconstruction with inaccurate system model.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Statistical image reconstruction for muon tomography using Gaussian scale mixture model.
Proceedings of the International Conference on Image Processing, 2008

2007
Maximum a Posteriori Reconstruction of Patlak Parametric Image from Sinograms in Dynamic Pet.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

High-resolution image reconstruction for PET using estimated detector response functions.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Theoretical study of penalized-likelihood image reconstruction for region of interest quantification.
IEEE Trans. Medical Imaging, 2006

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

Direct estimation of kinetic parameters from the sinogram with an unknown blood function.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Investigation of lesion detectability in dynamic PET data sets.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Maximum-Likelihood Estimation of Detector Response for PET Image Reconstruction.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004
Propagation of errors from the sensitivity image in list mode reconstruction.
IEEE Trans. Medical Imaging, 2004

Analysis of lesion detectability in Bayesian emission reconstruction with nonstationary object variability.
IEEE Trans. Medical Imaging, 2004

Accurate estimation of the fisher information matrix for the PET image reconstruction problem.
IEEE Trans. Medical Imaging, 2004

Maximum-Lesion-Detectability Reconstruction Using Penalized Maximum Likelihood.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Theoretical Evaluation of the Detectability of Random Lesions in Bayesian Emission Reconstruction.
Proceedings of the Information Processing in Medical Imaging, 2003

Optimization of Bayesian emission tomographic reconstruction for region-of-interest quantitation.
Proceedings of the Computational Imaging, Santa Clara, 2003

2002
Spatiotemporal reconstruction of list mode PET data.
IEEE Trans. Medical Imaging, 2002

List mode reconstruction for PET with motion compensation: a simulation study.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Theoretical Study of Lesion Detectability of MAP Reconstruction using Computer Observers.
IEEE Trans. Medical Imaging, 2001

2000
Resolution and noise properties of MAP reconstruction for fully 3D PET.
IEEE Trans. Medical Imaging, 2000

Comparison of 3D maximum a posteriori and filtered backprojection algorithms for high resolution animal imaging with microPET.
IEEE Trans. Medical Imaging, 2000

Statistical approaches in quantitative positron emission tomography.
Stat. Comput., 2000

1999
A theoretical study of the contrast recovery and variance of MAP reconstructions from PET data.
IEEE Trans. Medical Imaging, 1999

Fast computation of the covariance of MAP reconstructions of PET images.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Continuous Time Dynamic PET Imaging Using List Mode Data.
Proceedings of the Information Processing in Medical Imaging, 1999

1998
Study of lesion contrast recovery for statistical PET image reconstruction with accurate system models.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

1997
Approximate maximum likelihood hyperparameter estimation for Gibbs priors.
IEEE Trans. Image Process., 1997


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