Quanzheng Li

Also affiliated with Harvard University, Massachusetts General Hospital

MedicineEngineeringComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 32 papers. Top paper: “Federated learning for predicting clinical outcomes in patients with COVID-19”.

Federated learning for predicting clinical outcomes in patients with COVID-19

Nature Medicine(2021)10.1038/s41591-021-01506-3

N/A

0.990DataRank · unranked

735 citations

Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili, Anas Z. Abidin +94 more

Self-Supervised Dynamic CT Perfusion Image Denoising With Deep Neural Networks

IEEE Transactions on Radiation and Plasma Medical Sciences(2020)10.1109/trpms.2020.2996566

N/A

0DataRank · unranked

51 citations

Hui Ren, Quanzheng Li, Dufan Wu

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

Medical Physics(2020)10.1002/mp.14180

N/A

0DataRank · unranked

12 citations

Debra E. Horng, Kuang Gong, Yoann Petibon, Kyungsang Kim, Quanzheng Li +5 more

MR-Based Attenuation Correction for Brain PET Using 3-D Cycle-Consistent Adversarial Network

IEEE Transactions on Radiation and Plasma Medical Sciences(2020)10.1109/trpms.2020.3006844

N/A

0DataRank · unranked

42 citations

Jaewon Yang, Peder E. Z. Larson, Spencer C. Behr, Thomas A. Hope, Youngho Seo +2 more

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

PLoS Computational Biology(2020)10.1371/journal.pcbi.1008186

N/A

0DataRank · unranked

25 citations

Zhijiang Wang, Haifeng Zhang, Dimitrios Pantazis, Huali Wang, Quanzheng Li +1 more

Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks

arXiv (Cornell University)(2020)10.48550/arxiv.2005.09766

N/A

0DataRank · unranked

4 citations

Hui Ren, Quanzheng Li, Dufan Wu

A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks

IEEE Transactions on Biomedical Engineering(2021)10.1109/tbme.2021.3049199

N/A

0DataRank · unranked

52 citations

David López Sanz, Pilar Garcés, Fernando Maestú, Quanzheng Li, Dimitrios Pantazis +1 more

Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3120913

N/A

0DataRank · unranked

50 citations

Ciprian Catana, Jinyi Qi, Quanzheng Li, Kuang Gong

A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records

European Journal of Radiology(2021)10.1016/j.ejrad.2021.109583

N/A

0DataRank · unranked

42 citations

Dufan Wu, Chiara D. Arru, Fatemeh Homayounieh, Nir Neumark, Jiahui Guan +22 more

The Evolution of Image Reconstruction in PET

PET Clinics(2021)10.1016/j.cpet.2021.06.004

N/A

0DataRank · unranked

29 citations

Kyungsang Kim, Jianan Cui, Dufan Wu, Quanzheng Li, Kuang Gong

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

Research Square(2021)10.21203/rs.3.rs-126892/v1

N/A

0DataRank · unranked

46 citations

Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili +93 more

Risk 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 Open(2022)10.1136/bmjopen-2021-053635

N/A

0DataRank · unranked

5 citations

Hui Ren, Dirk Varelmann, Pankaj Sarin, Pengcheng Xu, Dufan Wu +3 more

Resting-State Electroencephalography for Continuous, Passive Prediction of Coma Recovery After Acute Brain Injury

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.30.510334

N/A

0DataRank · unranked

5 citations

Daniel B. Rubin, Sophie E. Ack, Emily J. Gilmore, Valdery Moura, Sahar F. Zafar +6 more

Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising

arXiv (Cornell University)(2022)10.48550/arxiv.2209.03300

N/A

0DataRank · unranked

2 citations

Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li +2 more

PET image denoising based on denoising diffusion probabilistic model

European Journal of Nuclear Medicine and Molecular Imaging(2023)10.1007/s00259-023-06417-8

N/A

0DataRank · unranked

148 citations

Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan, Kuang Gong

Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3336237

N/A

0DataRank · unranked

58 citations

Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li +2 more

Artificial general intelligence for radiation oncology

Meta-Radiology(2023)10.1016/j.metrad.2023.100045

N/A

0DataRank · unranked

29 citations

Zhengliang Liu, Jason Holmes, Lu Zhang, Lian Zhang, Yuzhen Ding +12 more

SwinCross: Cross‐modal Swin transformer for head‐and‐neck tumor segmentation in PET/CT images

Medical Physics(2023)10.1002/mp.16703

N/A

0DataRank · unranked

25 citations

Junyu Chen, Se‐In Jang, Kuang Gong, Quanzheng Li, Gary Y. Li

AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology

arXiv (Cornell University)(2023)10.48550/arxiv.2306.10095

N/A

0DataRank · unranked

15 citations

Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song +12 more

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images

arXiv (Cornell University)(2023)10.48550/arxiv.2302.03861

N/A

0DataRank · unranked

0 citations

Junyu Chen, Se‐In Jang, Kuang Gong, Quanzheng Li, Gary Y. Li

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference

arXiv (Cornell University)(2023)10.48550/arxiv.2307.01389

N/A

0DataRank · unranked

0 citations

Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu +10 more

A generalist vision–language foundation model for diverse biomedical tasks

Nature Medicine(2024)10.1038/s41591-024-03185-2

N/A

0DataRank · unranked

217 citations

Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu +18 more

MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation

Medical Image Analysis(2024)10.1016/j.media.2024.103310

N/A

0DataRank · unranked

191 citations

Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim +8 more

Biomedical Visual Instruction Tuning with Clinician Preference Alignment

PubMed(2024)10.52202/079017-3057

N/A

0DataRank · unranked

18 citations

Lingjun Mao, Xiang Li, Xin Liang, Hui Ren, Quanzheng Li +3 more

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection

arXiv (Cornell University)(2024)10.48550/arxiv.2410.09908

N/A

0DataRank · unranked

1 citations

Peng Shu, Sifan Song, Sekeun Kim, Qing Xiao, Cheng Chen +4 more

Large Language Models and Large Multimodal Models in Medical Imaging: A Primer for Physicians

Journal of Nuclear Medicine(2025)10.2967/jnumed.124.268072

N/A

0DataRank · unranked

42 citations

Xin Tie, Joshua Warner, Junjie Hu, Quanzheng Li, Xiang Li +1 more

MediViSTA: Medical Video Segmentation Via Temporal Fusion SAM Adaptation for Echocardiography

IEEE Journal of Biomedical and Health Informatics(2025)10.1109/jbhi.2025.3540306

N/A

0DataRank · unranked

11 citations

Pengfei Jin, Cheng Chen, Kyungsang Kim, Zhiliang Lyu, Hui Ren +7 more

AD-AutoGPT: An autonomous GPT for Alzheimer’s disease infodemiology

PLOS Global Public Health(2025)10.1371/journal.pgph.0004383

N/A

0DataRank · unranked

4 citations

Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song +13 more

LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising

IEEE Transactions on Medical Imaging(2025)10.1109/tmi.2025.3618247

N/A

0DataRank · unranked

2 citations

Huidong Xie, Qiong Liu, Bo Zhou, Hanzhong Wang, Biao Li +7 more

Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging

Medical Image Analysis(2025)10.1016/j.media.2025.103831

N/A

0DataRank · unranked

2 citations

Kuan‐Yin Ko, Der-Shiun Wang, Ming-Kai Chen, Qiong Liu, Huidong Xie +10 more

Personalized iPSC-Derived Dopamine Progenitor Cells for Parkinson’s Disease

New England Journal of Medicine(2020)10.1056/nejmoa1915872

N/A

0DataRank · unranked

528 citations

Bin Song, Todd M. Herrington, Tae Yoon Park, Nayeon Lee, Sanghyeok Ko +20 more

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective

arXiv (Cornell University)(2025)10.48550/arxiv.2502.00619

N/A

0DataRank · unranked

0 citations

Pengfei Jin, Sangjoon Park, Sekeun Kim, Siyeop Yoon, Kyungsang Kim +4 more