主导论文
第一和通讯作者期刊论文
（#共同一作, *通讯作者）
2026
SRNR: Deep Learning-based MRI Super-resolution using Noisy High-resolution Reference Data
- Yang H#, Zhang M#, Xiao J, Liu W, Yin T, He Y, Zheng J, Li Z, Liao C, Liu W, Liao Y, Li Z*, Qu H*, Tian Q*
- Imaging Neuroscience, 2026
PANDA: Patch-based Unsupervised Deep Learning for Brain Anomaly Detection via Age Prediction in Fetal MRI
- Hao Y#, Liu M#, Zhu J#, Li H, Yang H, Liao Y, Qu H*, Tian Q*
- Imaging Neuroscience, 2026
MicroKAN: Mapping Human Brain Microstructure using Diffusion MRI and Convolutional Kolmogorov-Arnold Network
- Chen Y#, Li Z#, Wang Y, Li Y, Zheng J, Yang H, Liu M, Cukur T, Fan Q, Li Z*, Lu J*, Tian Q*
- NeuroImage, 2026
A Chinese Vision-Language Large Model for Emergency 3D Brain CT Interpretation
- Chen Y#, Zheng J#, Wang Y#, Wu B, Li L, Liu M, Xu L, Wu X, Liu C, Luo L, Yang H, Bai X, Qin F, Liao Q, Gu Y, Zhao G, Ma L, Pan K, Guo J, Zhou Y, Sun H*, Tian Q*
- npj Digital Medicine, 2026
No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation
- Zhu S#, Chen Y#, Chen W, Jiang S, Zhou G, Wang Y, Qin F*, Wang C, Tian Q*
- Medical Image Analysis, 2026
Quality-label-free Fetal Brain MRI Quality Control Based on Image Orientation Recognition Uncertainty
- Liu M#, Liao Y#, Li H, Zhu J, Yang H, Hao Y, Qu H*, Tian Q*
- Medical Image Analysis, 2026; 110; 103994
Noise2Average: An Iterative Residual Learning Strategy for Image Denoising Without Clean Data
- Li Z, Bilgic B, Li Z, Ying K, Polimeni JR, Huang S, Tian Q*
- Imaging Neuroscience, 2026; 10.1162; IMAG. a. 1163
Effects of Diffusion MRI Spatial Resolution on Human Brain Short-Range Association Fiber Reconstruction and Structural Connectivity Estimation
- Zheng J, Li Z*, Zhong W, Wang Z, Li Z, Yang H, Liu M, Cao X, Liao C, Salat DH, Huang SY, Tian Q*
- Imaging Neuroscience, 2026
2025
Quantifying Axonal Features of Human Superficial White Matter from Three-Dimensional Multibeam Serial Electron Microscopy Data Assisted by Deep Learning
- Tian Q*, Ngamsombat C, Lee H, Berger DR, Wu Y, Fan Q, Bilgic B, Li ZY, Novikov DS, Fieremans E, Rosen BR, Lichtman JW, Huang SY
- NeuroImage, 2025; 313: 121212
Multi-contrast Image Super-resolution with Deformable Attention and Neighborhood-based Feature Aggregation (DANCE): Applications in Anatomic and Metabolic MRI
- Chen W, Wu S, Wang S, Li Z, Yang J, Yao H, Tian Q*, Song X*
- Medical Image Analysis, 2025; 99: 103359
2024
Bundle-specific Tractogram Distribution Estimation using Higher-order Streamline Differential Equation
- Feng Y*, Xie L, Wang J, Tian Q*, He J, Zeng Q, Gao F
- NeuroImage, 2024; 298: 120766
DIMOND: Diffusion Model Optimization with Deep Learning
- Li Z, Li Z, Bilgic B, Lee HH, Ying K, Huang SY, Liao H, Tian Q*, Sheft M, Coronado-Leija R, Ramos-Llorden G, Fieremans E, Novikov DS, Huang SY
- Advanced Science, 2024; 11: e2307965
- Lee HH*, Tian Q*, Sheft M, Coronado-Leija R, Ramos-Llorden G, Fieremans E, Novikov DS, Huang SY
- NMR in Biomedicine, 2024; e5087
2023
- Li Z, Fan Q, Bilgic B, Wang G, Polimeni JR, Huang SY, Tian Q*
- Medical Image Analysis, 2023; 86: 102744
2022
- Thaler C#*, Tian Q#*, Wintermark M, Ghanouni P, Halpern CH, Henderson JM, Airan RD, Zeineh M, Goubran M, Leuze C, Fiehler J, Pauly KB, McNab JA
- Brain Connectivity, 2022; 13(1): 28-38
- Cho J, Liao C, Tian Q*, Zhang Z, Xu J, Lo W, Poser BA, Stenger VA, Stockmann J, Setsompop K, Bilgic B
- Magnetic Resonance in Medicine, 2022; 88 (3): 1180-1197
- Tian Q*, Li Z, Fan Q, Polimeni JR, Bilgic B, Salat DH, Huang SY
- NeuroImage, 2022; 253: 119033
- Tian Q, Fan Q, Witzel T, Polackal MN, Ohringer NA, Ngamsombat C, Russo AW, Machado N, Brewer K, Wang F, Setsompop K, Polimeni JR, Keil B, Wald LL, Rosen BR, Klawiter EC, Nummenmaa A, Huang SY
- Scientific Data, 2022; 9(1): 7
- Li ZY, Tian Q*, Ngamsombat C, Cartmell S, Conklin J, Filho ALMG, Lo W, Wang G, Ying K, Setsompop K, Fan Q, Bilgic B, Cauley S, Huang SY
- Medical Physics, 2022; 49: 1000-1014
2021
- Tian Q*, Zaretskaya N, Fan Q, Ngamsombat C, Bilgic B, Polimeni JR, Huang SY
- NeuroImage, 2021; 233: 117946
- Tian Q*, Bilgic B, Fan Q, Zaretskaya N, Fultz NE, Ohringer NA, Chaudhari AS, Hu Y, Ngamsombat C, Witzel T, Setsompop K, Polimeni JR, Huang SY
- Cerebral Cortex, 2021; 31 (1): 463-482
2020
- Tian Q*, Bilgic B, Fan Q, Ngamsombat C, Liao C, Hu Y, Witzel T, Setsompop K, Polimeni JR, Huang SY
- NeuroImage, 2020; 219: 117017
2019
- Tian Q*, Yang G, Leuze CWU, Rokem A, Edlow BL, McNab JA
- NeuroImage, 2019; 189: 497-515
2018
- Tian Q*, Wintermark M, Elias WJ, Ghanouni P, Halpern CH, Henderson JM, Huss DS, Goubran M, Thaler C, Airan R, Zeineh M, Pauly KB, McNab JA
- NeuroImage: Clinical, 2018; 19: 572-580
2016
- Tian Q*,, Rokem A, Folkerth RD, Nummenmaa A, Fan Q, Edlow BL, McNab JA
- Magnetic Resonance in Medicine, 2016; 76 (6): 1750-1763
2015
- Tian Q, Blasinski H, Lansel SP, Jiang H, Fukunishi M, Farrell JE, Wandell BA
- Proceedings of the International Society for Optics and Photonics (SPIE), 2015; 9404: 940403
2014
- Tian Q, Lansel SP, Farrell JE, Wandell BA
- Proceedings of the International Society for Optics and Photonics (SPIE), 2014; 9023: 90230K
2012
- Tian Q, Duan J, Qiu G
- Proceedings of the 19th IEEE International Conference on Image Processing (ICIP), 2012; 377-380