PZ
Pengli Zhu
cs.CVDiffusion Magnetic Resonance ImagingImage Processing, Computer-AssistedAlzheimer DiseaseAlzheimer’s disease diagnosisBrainConditional diffusion modelCycle-consistent translationDiffusion weighted imageeess.IV
On Valency
published · living versionsW_h999atyv·v1 · currentpublished
BRIDGE: Learning Brain-Gut Metabolic Evidence for Alzheimer's Disease Diagnosis
with Ruxi Chang, Tianliang Yao, Yu Jiang, Shengyuan Liu +5
1 version
W_jt78wgua·v1published
Preprints & journals
8 papers in the corpus · 2025–2026UniField++: A Unified Agentic Framework with Loop Reasoning for MRI Field-Strength Enhancement2610.22982v2 · Yiyang Lin, Chenhui Wang, Tianliang Yao et al.2026 · 0 citationsarXiv
Task-Adaptive 3D Cross-Field MRI Translation via Field-Conditioned Content-Style Pretraining2608.09264v1 · Haowen Pang, Yingqi Hao, Pengli Zhu2026 · 0 citationsarXiv
Q-Space Guided Multi-Modal Translation Network for Diffusion-Weighted Image Synthesis.41056154 · Zhu, Pengli, Fu, Yingji, Chen, Nanguang et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(3):1167-1178
IHF-Harmony: Multi-Modality Magnetic Resonance Images Harmonization using Invertible Hierarchy Flow Model2602.21536v2 · Pengli Zhu, Yitao Zhu, Haowen Pang et al.2026 · 0 citationsarXiv
A token efficient vision framework using patch residual transformer for Alzheimer's disease diagnosis.41513910 · Huang, Fei, Zhu, Pengli, Chen, Nanguang et al.2026 · 3 citationsScientific reports. 2026;16(1):3818
HL-HGAT: Heterogeneous Graph Attention Network via Hodge-Laplacian Operator.40742851 · Huang, Jinghan, Chen, Qiufeng, Zhu, Pengli et al.2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(12):11022-11039
Q-space Guided Collaborative Attention Translation Network for Flexible Diffusion-Weighted Images Synthesis2505.09323v1 · Pengli Zhu, Yingji Fu, Nanguang Chen et al.2025 · 1 citationarXiv
Cycle-conditional diffusion model for noise correction of diffusion-weighted images using unpaired data.40273728 · Zhu, Pengli, Liu, Chaoqiang, Fu, Yingji et al.2025 · 9 citationsMedical image analysis. 2025;103:103579
Career total: 23 works. 8 are in this corpus.
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