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Author Details

Quanzheng Li
Massachusetts General Hospital
0000-0002-9651-5820
2002
112
29
PMIDPaper TitleJournal TitlePublished Year
37776263SwinCross: Cross-modal Swin transformer for head-and-neck tumor segmentation in PET/CT images.Med Phys2024
37995174Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising.IEEE Trans Med Imaging2024
37787849PET image denoising based on denoising diffusion probabilistic model.Eur J Nucl Med Mol Imaging2024
36522184Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem.J Nucl Med2023
33284746Penalized-Likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding.IEEE Trans Biomed Eng2022
37850179Connectivity-based Cortical Parcellation via Contrastive Learning on Spatial-Graph Convolution.BME Front2022
35767910Unsupervised PET logan parametric image estimation using conditional deep image prior.Med Image Anal2022
35390782End-to-end deep learning for interior tomography with low-dose x-ray CT.Phys Med Biol2022
35190428Risk assessment for acute kidney injury and death among new COVID-19 positive adult patients without chronic kidney disease: retrospective cohort study among three US hospitals.BMJ Open2022
35054267Deep Learning-Based Four-Region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis.Diagnostics (Basel)2022
35048390Unsupervised arterial spin labeling image superresolution via multiscale generative adversarial network.Med Phys2022
34988656Artificial intelligence for stepwise diagnosis and monitoring of COVID-19.Eur Radiol2022
34652998Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior.IEEE Trans Med Imaging2022
34740952Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development.J Nucl Med2022
31865615Arterial spin labeling MR image denoising and reconstruction using unsupervised deep learning.NMR Biomed2022
33441578Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study.Sci Rep2021
33684050Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.IEEE J Biomed Health Inform2021
33711739Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19.Med Image Anal2021
33846041A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records.Eur J Radiol2021
33778235MR-based Attenuation Correction for Brain PET Using 3D Cycle-Consistent Adversarial Network.IEEE Trans Radiat Plasma Med Sci2021
34791655Low-dose CT reconstruction with Noise2Noise network and testing-time fine-tuning.Med Phys2021
34526699Federated learning for predicting clinical outcomes in patients with COVID-19.Nat Med2021
34537129The Evolution of Image Reconstruction in PET: From Filtered Back-Projection to Artificial Intelligence.PET Clin2021
34768246Efficient knowledge distillation for liver CT segmentation using growing assistant network.Phys Med Biol2021
34252526Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network.Neuroimage2021
34126602Iterative material decomposition for spectral CT using self-supervised Noise2Noise prior.Phys Med Biol2021
34198277Populational and individual information based PET image denoising using conditional unsupervised learning.Phys Med Biol2021
34163341Characterization of Brain Iron Deposition Pattern and Its Association With Genetic Risk Factor in Alzheimer's Disease Using Susceptibility-Weighted Imaging.Front Hum Neurosci2021
33400645A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks.IEEE Trans Biomed Eng2021
33108475Attenuation correction using deep Learning and integrated UTE/multi-echo Dixon sequence: evaluation in amyloid and tau PET imaging.Eur J Nucl Med Mol Imaging2021
33442676Federated Learning used for predicting outcomes in SARS-COV-2 patients.Res Sq2021
28026794Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks.IEEE J Biomed Health Inform2020
35528966Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Study.IEEE Access2020
337484204D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN).IEEE Trans Cogn Dev Syst2020
33044938Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels.IEEE J Biomed Health Inform2020
32604042Deep learning combined with radiomics may optimize the prediction in differentiating high-grade lung adenocarcinomas in ground glass opacity lesions on CT scans.Eur J Radiol2020
32941425A new Graph Gaussian embedding method for analyzing the effects of cognitive training.PLoS Comput Biol2020
32749972Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease.IEEE J Biomed Health Inform2020
32279317MR-based PET attenuation correction using a combined ultrashort echo time/multi-echo Dixon acquisition.Med Phys2020
32402162Personalized iPSC-Derived Dopamine Progenitor Cells for Parkinson's Disease.N Engl J Med2020
32454466Data-driven respiratory gating based on localized diaphragm sensing in TOF PET.Phys Med Biol2020
30508255Time of flight PET reconstruction using nonuniform update for regional recovery uniformity.Med Phys2019
34722958Deep Learning-based Image Segmentation on Multimodal Medical Imaging.IEEE Trans Radiat Plasma Med Sci2019
31809864Functional Neuroimaging in the New Era of Big Data.Genomics Proteomics Bioinformatics2019
31723575PET Image Deblurring and Super-Resolution with an MR-Based Joint Entropy Prior.IEEE Trans Comput Imaging2019
29989989Early Diagnosis of Alzheimer's Disease Based on Resting-State Brain Networks and Deep Learning.IEEE/ACM Trans Comput Biol Bioinform2019
30222554Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.IEEE Trans Med Imaging2019
31327984GRAPH CONVOLUTIONAL NEURAL NETWORKS FOR ALZHEIMER'S DISEASE CLASSIFICATION.Proc IEEE Int Symp Biomed Imaging2019
31585302Deep learning-enabled system for rapid pneumothorax screening on chest CT.Eur J Radiol2019
31468181PET image denoising using unsupervised deep learning.Eur J Nucl Med Mol Imaging2019
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Collaborators

Georges El Fakhri
Massachusetts General Hospital, the Gordon Center for Medical Imaging
Co-authored papers 33
Kyungsang Kim
Massachusetts General Hospital
Co-authored papers 27
Kuang Gong
University of Florida
Co-authored papers 22
Richard M Leahy
University of Southern California
Co-authored papers 21
Ning Guo
Beijing Tongren Hospital, Capital Medical University
Co-authored papers 17
Dufan Wu
Massachusetts General Hospital
Co-authored papers 16
Keith A Johnson
Brigham and Women's Hospital, Massachusetts General Hospital, Harvard Medical School
Co-authored papers 11
Joyita Dutta
University of Massachusetts Amherst
Co-authored papers 11
Jinsong Ouyang
Gordon Center for Medical Imaging, Massachusetts General Hospital
Co-authored papers 9
Sangtae Ahn
University of North Carolina
Co-authored papers 7
Bing Bai
Hefei National Laboratory, University of Science and Technology of China
Co-authored papers 7
Huafeng Liu
College of Optical Science and Engineering, Zhejiang University
Co-authored papers 7
Mannudeep K Kalra
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 7
Chenhui Hu
College of Animal Science and Technology, Nanjing Agricultural University
Co-authored papers 7
Yu Rim Lee
Kyungpook National University
Co-authored papers 6
Soo Young Park
Kyungpook National University
Co-authored papers 6
Bernardo C Bizzo
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 6
Won Young Tak
Kyungpook National University
Co-authored papers 6
Min Kyu Kang
Yeungnam University College of Medicine
Co-authored papers 6
Dimitrios Pantazis
McGovern Institute for Brain Research, Massachusetts Institute of Technology
Co-authored papers 6
Jung Gil Park
Yeungnam University Hospital
Co-authored papers 6
Aoxiao Zhong
Massachusetts General Hospital, Harvard University
Co-authored papers 5
Jorge Sepulcre
Massachusetts General Hospital, the Gordon Center for Medical Imaging
Co-authored papers 5
Sanghee Cho
Siemens Molecular Imaging
Co-authored papers 5
Yothin Rakvongthai
Chulalongkorn University
Co-authored papers 5
Jianan Cui
College of Optical Science and Engineering, Zhejiang University
Co-authored papers 5
Jaewon Yang
University of California san francisco
Co-authored papers 4
Yoann Petibon
Gordon Center for Medical Imaging, Massachusetts General Hospital
Co-authored papers 4
Byung Seok Kim
Catholic University of Daegu School of Medicine
Co-authored papers 4
Youngho Seo
University of California san francisco
Co-authored papers 4
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