Publications by authors named "Quanzheng Li"

87Publications

Federated Learning used for predicting outcomes in SARS-COV-2 patients.

Res Sq 2021 Jan 8. Epub 2021 Jan 8.

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January 2021

Characteristics of prescriptions and costs for acute upper respiratory tract infections in Chinese outpatient pediatric patients: a nationwide cross-sectional study.

BMC Complement Med Ther 2020 Nov 16;20(1):346. Epub 2020 Nov 16.

Chinese People's Liberation Army General Hospital, 28 Fuxing Road, Haidian, Beijing, 100853, China.

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November 2020

Attenuation correction using deep Learning and integrated UTE/multi-echo Dixon sequence: evaluation in amyloid and tau PET imaging.

Eur J Nucl Med Mol Imaging 2020 Oct 27. Epub 2020 Oct 27.

Gordon Center for Medical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA.

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October 2020

A new Graph Gaussian embedding method for analyzing the effects of cognitive training.

PLoS Comput Biol 2020 09 17;16(9):e1008186. Epub 2020 Sep 17.

Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.

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September 2020

Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease.

IEEE J Biomed Health Inform 2020 Nov 4;24(11):3095-3102. Epub 2020 Nov 4.

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November 2020

Deep learning combined with radiomics may optimize the prediction in differentiating high-grade lung adenocarcinomas in ground glass opacity lesions on CT scans.

Eur J Radiol 2020 Aug 25;129:109150. Epub 2020 Jun 25.

Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Surgery II, Peking University Cancer Hospital & Institute, Beijing, China. Electronic address:

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August 2020

Data-driven respiratory gating based on localized diaphragm sensing in TOF PET.

Phys Med Biol 2020 08 19;65(16):165007. Epub 2020 Aug 19.

Gordon Center for Medical Imaging Department of Radiology Massachusetts General Hospital Harvard Medical School Boston MA 02114 United States of America. Contributed equally to this work.

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August 2020

Personalized iPSC-Derived Dopamine Progenitor Cells for Parkinson's Disease.

N Engl J Med 2020 05;382(20):1926-1932

From the Departments of Neurosurgery (J.S.S., B.S.C.), Neurology (T.M.H.), and Radiology (K.K., Q.L.), the Gordon Center for Medical Imaging (K.K., Q.L.), and the Division of Neuroradiology (O.R.), Massachusetts General Hospital, the Department of Pediatrics, Computational Health Informatics Program, Boston Children's Hospital (I.-H.L., S.-W.K.), and the Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (J.R.), Boston, and the Department of Psychiatry (B.M.C.) and the Molecular Neurobiology Laboratory (B.S., T.-Y.P., N.L., S.K., J.J., Y.C., H.S., J.K., T.K., P.L., K.-S.K.), McLean Hospital, Belmont - all in Massachusetts; the Departments of Neurology (C.H.) and Neurosurgery (M.K.) and the Brain and Mind Research Institute (G.A.P.), Weill Cornell Medical College, New York; the Department of Neurology, Kaiser Permanente, Irvine, CA (C.N.); and the Department of Molecular and Life Sciences, Hanyang University, Seoul, South Korea (H.S.).

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May 2020

MR-based PET attenuation correction using a combined ultrashort echo time/multi-echo Dixon acquisition.

Med Phys 2020 Jul 11;47(7):3064-3077. Epub 2020 May 11.

Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Boston, MA, 02114, USA.

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July 2020

Arterial spin labeling MR image denoising and reconstruction using unsupervised deep learning.

NMR Biomed 2019 Dec 22:e4224. Epub 2019 Dec 22.

Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.

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December 2019

Functional Neuroimaging in the New Era of Big Data.

Genomics Proteomics Bioinformatics 2019 08 4;17(4):393-401. Epub 2019 Dec 4.

Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA. Electronic address:

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August 2019

PET Image Deblurring and Super-Resolution with an MR-Based Joint Entropy Prior.

IEEE Trans Comput Imaging 2019 Dec 25;5(4):530-539. Epub 2019 Apr 25.

Department of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, 01854, USA; Massachusetts General Hospital, Boston, MA, 02114, USA.

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December 2019

Gross tumor volume segmentation for head and neck cancer radiotherapy using deep dense multi-modality network.

Phys Med Biol 2019 10 16;64(20):205015. Epub 2019 Oct 16.

School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, People's Republic of China. Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, United States of America. Co-first authors, these authors contribute equally.

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October 2019

Characteristics of Cognitive Deficit in Amnestic Mild Cognitive Impairment With Subthreshold Depression.

J Geriatr Psychiatry Neurol 2019 11;32(6):344-353

1 School of Mental Health, Wenzhou Medical University, Wenzhou, China.

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November 2019