Li ZY, Fan Q, Bilgic B, Wang G, Polimeni JR, Huang SY,Tian Q. Diffusion MRI Data Analysis Assisted by Deep Learning Synthesized Anatomical Images.Medical Image Analysis. 2023; 102744.
Tian Q, Li Z, Fan Q, Polimeni JR, Bilgic B, Salat DH, Huang SY. SDnDTI: Self-supervised Deep Leaning-based Denoising for Diffusion Tensor MRI.NeuroImage, 2022; 119033.
Tian Q, Zaretskaya N, Fan Q, Ngamsombat C, Bilgic B, Polimeni JR, Huang SY. Improved Cortical Surface Reconstruction using Sub-millimeter Resolution MPRAGE by Image Denoising.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. Improving In Vivo Human Cerebral Cortical Surface Reconstruction using Data Driven Super-resolution.Cerebral Cortex, 2021; 31 (1): 463-482.
Tian Q, Bilgic B, Fan Q, Ngamsombat C, Liao C, Hu Y, Witzel T, Setsompop K, Polimeni JR, Huang SY. DeepDTI: High-fidelity Six-direction Diffusion Tensor Imaging using Deep Learning.NeuroImage, 2020; 219: 117017.
Tian Q, Yang G, Leuze CWU, Rokem A, Edlow BL, McNab JA. Generalized Diffusion Spectrum Magnetic Resonance Imaging for Model-free Reconstruction of the Ensemble Average Propagator.NeuroImage, 2019; 189: 497-515.
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. Diffusion MRI Tractography for Improved Transcranial MRI-guided Focused Ultrasound Thalamotomy Targeting for Essential Tremor.NeuroImage: Clinical, 2018; 19: 572-580.
Tian Q, Rokem A, Folkerth RD, Nummenmaa A, Fan Q, Edlow BL, McNab JA. Q-Space Truncation and Sampling in Diffusion Spectrum Imaging.Magnetic Resonance in Medicine, 2016; 76 (6): 1750-1763.
Deisseroth K, Ye L, McNab JA,Tian Q. Methods for Visualization and Quantification of Fiber-like Structures. US Patent Application 16/301,086
Tian Q, Huang SY, Bilgic B, Polimeni JR. Super-resolution Anatomical Magnetic Resonance Imaging using Deep Learning for Cerebral Cortex Segmentation. US Patent Application 16/831,061
Fan Q, Huang SY,Tian Q, Ngamsombat C. Estimating Diffusion Metrics from Diffusion-weighted Magnetic Resonance Images using Optimized K-Q Space Sampling and Deep Learning. US Patent Application 17/166,734
Tian Q, Huang SY, Bilgic B. Fast Diffusion Tensor MRI using Deep Learning. WO 2020/198582A1