Segmentation Based Tone-Mapping for High Dynamic Range Images. - Qiyuan Tian; Jiang Duan; Min Chen; Tao Peng 008 (ACIVS, 2011)

Performance Analysis of a Two-Way Network-Coded Free Space Optical Relay Scheme over Strong Turbulence Channels. - Yao Tang; Xiaolin Zhou; Ziyi Zhang; Qiyuan Tian (VTC Fall, 2011)

GPU-accelerated local tone-mapping for high dynamic range images. - Qiyuan Tian; Jiang Duan; Guoping Qiu (ICIP, 2012)

Automating the design of image processing pipelines for novel color filter arrays: local, linear, learned (L3) method. - Qiyuan Tian; Steven Lansel; Joyce E. Farrell; Brian A. Wandell (Digital Photography, 2014)

Efficient illuminant correction in the local, linear, learned (L3) method. - François G. Germain; Iretiayo A. Akinola; Qiyuan Tian; Steven Lansel; Brian A. Wandell (Digital Photography, 2015)

Automatically designing an image processing pipeline for a five-band camera prototype using the local, linear, learned (L3) method. - Qiyuan Tian; Henryk Blasinski; Steven Lansel; Haomiao Jiang; Munenori Fukunishi; Joyce E. Farrell; Brian A. Wandell (Digital Photography, 2015)

Local Linear Approximation for Camera Image Processing Pipelines. - Haomiao Jiang; Qiyuan Tian; Joyce E. Farrell; Brian A. Wandell (Digital Photography and Mobile Imaging, 2016)

The separate effects of lipids and proteins on brain MRI contrast revealed through tissue clearing. - Christoph Leuze; Markus Aswendt; Emily Ferenczi; Corey W. Liu; Brian Hsueh; Maged Goubran; Qiyuan Tian; Gary Steinberg; Michael M. Zeineh; Karl Deisseroth; Jennifer A. McNab (NeuroImage, 2017)

Learning the Image Processing Pipeline. - Haomiao Jiang; Qiyuan Tian; Joyce E. Farrell; Brian A. Wandell (IEEE Trans. Image Process., 2017)

Highly Accelerated Multishot EPI through Synergistic Combination of Machine Learning and Joint Reconstruction. - Berkin Bilgic; Itthi Chatnuntawech; Mary Kate Manhard; Qiyuan Tian; Congyu Liao; Stephen F. Cauley; Susie Yi Huang; Jonathan R. Polimeni; Lawrence L. Wald; Kawin Setsompop (CoRR, 2018)

Multimodal characterization of the human nucleus accumbens. - Samuel CD. Cartmell; Qiyuan Tian; Brandon J. Thio; Christoph Leuze; Li Ye; Nolan R. Williams; Grant Yang; Gabriel Ben-Dor; Karl Deisseroth; Warren M. Grill 001; Jennifer A. McNab; Casey H. Halpern (NeuroImage, 2019)

Age-related alterations in axonal microstructure in the corpus callosum measured by high-gradient diffusion MRI. - Qiuyun Fan; Qiyuan Tian; Ned A. Ohringer; Aapo Nummenmaa; Thomas Witzel; Sean M. Tobyne; Eric C. Klawiter; Choukri Mekkaoui; Bruce R. Rosen; Lawrence L. Wald; David H. Salat; Susie Yi Huang (NeuroImage, 2019)

Phase-matched virtual coil reconstruction for highly accelerated diffusion echo-planar imaging. - Congyu Liao; Mary Kate Manhard; Berkin Bilgic; Qiyuan Tian; Qiuyun Fan; Sohyun Han; Fuyixue Wang; Daniel Joseph Park; Thomas Witzel; Jianhui Zhong; Haifeng Wang 003; Lawrence L. Wald; et al. (NeuroImage, 2019)

Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator. - Qiyuan Tian; Grant Yang; Christoph Leuze; Ariel Rokem; Brian L. Edlow; Jennifer A. McNab (NeuroImage, 2019)

Resting-state "physiological networks". - Jingyuan E. Chen; Laura D. Lewis; Catie Chang; Qiyuan Tian; Nina E. Fultz; Ned A. Ohringer; Bruce R. Rosen; Jonathan R. Polimeni (NeuroImage, 2020)

Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI. - Qiuyun Fan; Aapo Nummenmaa; Thomas Witzel; Ned A. Ohringer; Qiyuan Tian; Kawin Setsompop; Eric C. Klawiter; Bruce R. Rosen; Lawrence L. Wald; Susie Yi Huang (NeuroImage, 2020)

DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning. - Qiyuan Tian; Berkin Bilgic; Qiuyun Fan; Congyu Liao; Chanon Ngamsombat; Yuxin Hu; Thomas Witzel; Kawin Setsompop; Jonathan R. Polimeni; Susie Yi Huang (NeuroImage, 2020)

SRDTI: Deep learning-based super-resolution for diffusion tensor MRI. - Qiyuan Tian; Ziyu Li; Qiuyun Fan; Chanon Ngamsombat; Yuxin Hu; Congyu Liao; Fuyixue Wang; Kawin Setsompop; Jonathan R. Polimeni; Berkin Bilgic; Susie Yi Huang (CoRR, 2021)

Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI. - Mehmet Yigit Avci; Ziyu Li; Qiuyun Fan; Susie Yi Huang; Berkin Bilgic; Qiyuan Tian (CoRR, 2021)

Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design. - Qiuyun Fan; Maya N. Polackal; Qiyuan Tian; Chanon Ngamsombat; Aapo Nummenmaa; Thomas Witzel; Eric C. Klawiter; Susie Yi Huang (NeuroImage, 2021)

Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome. - Susie Yi Huang; Thomas Witzel; Boris Keil; Alina Scholz; Mathias Davids; Peter Dietz; Elmar Rummert; Rebecca Ramb; John E. Kirsch; Anastasia Yendiki; Qiuyun Fan; Qiyuan Tian; et al. (NeuroImage, 2021)

Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain. - Christoph Leuze; Maged Goubran; Muhamed Barakovic; Markus Aswendt; Qiyuan Tian; Brian Hsueh; A. Crow; E. M. M. Weber; Gary Steinberg; Michael Zeineh; E. D. Plowey; Alessandro Daducci; et al. (NeuroImage, 2021)

A 48-channel receive array coil for mesoscopic diffusion-weighted MRI of ex vivo human brain on the 3 T connectome scanner. - Alina Scholz; Robin Etzel; Markus W. May; Mirsad Mahmutovic; Qiyuan Tian; Gabriel Ramos-Llordén; Chiara Maffei; Berkin Bilgiç; Thomas Witzel; Jason P. Stockmann; Choukri Mekkaoui; Lawrence L. Wald; et al. (NeuroImage, 2021)

Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising. - Qiyuan Tian; Natalia Zaretskaya; Qiuyun Fan; Chanon Ngamsombat; Berkin Bilgic; Jonathan R. Polimeni; Susie Yi Huang (NeuroImage, 2021)

Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction. - Jaejin Cho; Borjan A. Gagoski; Tae Hyung Kim 001; Qiyuan Tian; Stephen Robert Frost; Itthi Chatnuntawech; Berkin Bilgic (CoRR, 2022)

Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact. - Qiuyun Fan; Cornelius Eichner; Maryam Afzali; Lars Mueller 008; Chantal M. W. Tax; Mathias Davids; Mirsad Mahmutovic; Boris Keil; Berkin Bilgic; Kawin Setsompop; Hong-Hsi Lee; Qiyuan Tian; et al. (NeuroImage, 2022)

Estimating axial diffusivity in the NODDI model. - Amy F. D. Howard; Michiel Cottaar; Mark Drakesmith; Qiuyun Fan; Susie Yi Huang; Derek K. Jones; Frederik J. Lange; Jeroen Mollink; Suryanarayana Umesh Rudrapatna; Qiyuan Tian; Karla L. Miller; Saâd Jbabdi (NeuroImage, 2022)

SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI. - Qiyuan Tian; Ziyu Li; Qiuyun Fan; Jonathan R. Polimeni; Berkin Bilgic; David H. Salat; Susie Yi Huang (NeuroImage, 2022)

High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction. - Congyu Liao; Uten Yarach; Xiaozhi Cao; Siddharth Srinivasan Iyer; Nan Wang; Tae Hyung Kim 001; Qiyuan Tian; Berkin Bilgic; Adam B. Kerr; Kawin Setsompop (NeuroImage, 2023)

Changes in the Cerebello-Thalamo-Cortical Network After Magnetic Resonance-Guided Focused Ultrasound Thalamotomy. - Christian Thaler; Qiyuan Tian; Max Wintermark; Pejman Ghanouni; Casey H. Halpern; Jaimie M. Henderson; Raag D. Airan; Michael Zeineh; Maged Goubran; Christoph Leuze; Jens Fiehler; Kim Butts-Pauly; et al. (Brain Connect., 2023)

Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat). - Ziyu Li; Qiuyun Fan; Berkin Bilgic; Guangzhi Wang; Wenchuan Wu 003; Jonathan R. Polimeni; Karla L. Miller; Susie Yi Huang; Qiyuan Tian (Medical Image Anal., 2023)

Artificial Intelligence for Neuro MRI Acquisition: A Review. - Hongjia Yang; Guanhua Wang; Ziyu Li; Haoxiang Li; Jialan Zheng; Yuxin Hu; Xiaozhi Cao; Congyu Liao; Huihui Ye; Qiyuan Tian (CoRR, 2024)

Enhance the Image: Super Resolution using Artificial Intelligence in MRI. - Ziyu Li; Zihan Li; Haoxiang Li; Qiuyun Fan; Karla L. Miller; Wenchuan Wu 003; Akshay S. Chaudhari; Qiyuan Tian (CoRR, 2024)

Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism. - Qiyuan Tian; Zhuoyue Wang; Xiaoling Cui (CoRR, 2024)

Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset. - Shanshan Wang 002; Shoujun Yu; Jian Cheng 001; Sen Jia 005; Changjun Tie; Jia Zhu 003; Haohao Peng; Yijing Dong; Jianzhong He; Fan Zhang 093; Yaowen Xing; Xiuqin Jia; et al. (CoRR, 2024)

Bundle-specific tractogram distribution estimation using higher-order streamline differential equation. - Yuanjing Feng; Lei Xie 001; Jingqiang Wang; Qiyuan Tian; Jianzhong He; Qingrun Zeng; Fei Gao 011 (NeuroImage, 2024)

Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain. - Guang-Bin Huang; M. Brandon Westover; Eng-King Tan; Haibo Wang; Dongshun Cui; Wei-Ying Ma; Tiantong Wang; Qi He; Haikun Wei; Ning Wang; Qiyuan Tian; Kwok-Yan Lam; et al. (Neurocomputing, 2025)

Multi-contrast image super-resolution with deformable attention and neighborhood-based feature aggregation (DANCE): Applications in anatomic and metabolic MRI. - Wenxuan Chen; Sirui Wu; Shuai Wang 048; Zhongsen Li; Jia Yang; Huifeng Yao; Qiyuan Tian; Xiaolei Song (Medical Image Anal., 2025)

In vivo cortical microstructure mapping using high-gradient diffusion MRI accounting for intercompartmental water exchange effects. - Tanxin Dong; Hong-Hsi Lee; Han Zang; Hansol Lee; Qiyuan Tian; Liang Wan; Qiuyun Fan; Susiey Huang (NeuroImage, 2025)

Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning. - Qiyuan Tian; Chanon Ngamsombat; Hong-Hsi Lee; Daniel R. Berger; Yuelong Wu; Qiuyun Fan; Berkin Bilgic; Ziyu Li; Dmitry S. Novikov; Els Fieremans; Bruce R. Rosen; Jeff W. Lichtman; et al. (NeuroImage, 2025)