Qiyuan Tian

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Image Processing

Magnetic Resonance Imaging

Top Venues

Digital Photography

Medical Image Anal.

Publications

Ziyu Li, Zihan Li, Haoxiang Li, Qiuyun Fan, Karla L. Miller, Wenchuan Wu, Akshay S. Chaudhari, Qiyuan Tian
Enhance the Image: Super Resolution using Artificial Intelligence in MRI. CoRR (2024)
Hongjia Yang, Guanhua Wang, Ziyu Li, Haoxiang Li, Jialan Zheng, Yuxin Hu, Xiaozhi Cao, Congyu Liao, Huihui Ye, Qiyuan Tian
Artificial Intelligence for Neuro MRI Acquisition: A Review. CoRR (2024)
Ziyu Li, Qiuyun Fan, Berkin Bilgic, Guangzhi Wang, Wenchuan Wu, Jonathan R. Polimeni, Karla L. Miller, Susie Yi Huang, Qiyuan Tian
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat). Medical Image Anal. 86 (2023)
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, Jennifer A. McNab
Changes in the Cerebello-Thalamo-Cortical Network After Magnetic Resonance-Guided Focused Ultrasound Thalamotomy. Brain Connect. 13 (1) (2023)
Congyu Liao, Uten Yarach, Xiaozhi Cao, Siddharth Srinivasan Iyer, Nan Wang, Tae Hyung Kim, Qiyuan Tian, Berkin Bilgic, Adam B. Kerr, Kawin Setsompop
High-fidelity mesoscale in-vivo diffusion MRI through gSlider-BUDA and circular EPI with S-LORAKS reconstruction. NeuroImage 275 (2023)
Jaejin Cho, Borjan Gagoski, Taehyung Kim, Qiyuan Tian, Stephen Robert Frost, Itthi Chatnuntawech, Berkin Bilgic
Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction. CoRR (2022)
Qiuyun Fan, Cornelius Eichner, Maryam Afzali, Lars Mueller, Chantal M. W. Tax, Mathias Davids, Mirsad Mahmutovic, Boris Keil, Berkin Bilgic, Kawin Setsompop, Hong-Hsi Lee, Qiyuan Tian, Chiara Maffei, Gabriel Ramos-Llordén, Aapo Nummenmaa, Thomas Witzel, Anastasia Yendiki, Yi-Qiao Song, Chu-Chung Huang, Ching-Po Lin, Nikolaus Weiskopf, Alfred Anwander, Derek K. Jones, Bruce R. Rosen, Lawrence L. Wald, Susie Yi Huang
Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact. NeuroImage 254 (2022)
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Jonathan R. Polimeni, Berkin Bilgic, David H. Salat, Susie Yi Huang
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI. NeuroImage 253 (2022)
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
Estimating axial diffusivity in the NODDI model. NeuroImage 262 (2022)
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Jonathan R. Polimeni, Berkin Bilgic, David H. Salat, Susie Yi Huang
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI. CoRR (2021)
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, Giorgio M. Innocenti, Jean-Philippe Thiran, Karl Deisseroth, Jennifer A. McNab
Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain. NeuroImage 228 (2021)
Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Yi Huang, Berkin Bilgic, Qiyuan Tian
Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI. CoRR (2021)
Qiyuan Tian, Natalia Zaretskaya, Qiuyun Fan, Chanon Ngamsombat, Berkin Bilgic, Jonathan R. Polimeni, Susie Yi Huang
Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising. NeuroImage 233 (2021)
Qiuyun Fan, Maya N. Polackal, Qiyuan Tian, Chanon Ngamsombat, Aapo Nummenmaa, Thomas Witzel, Eric C. Klawiter, Susie Yi Huang
Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design. NeuroImage 240 (2021)
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Chanon Ngamsombat, Yuxin Hu, Congyu Liao, Fuyixue Wang, Kawin Setsompop, Jonathan R. Polimeni, Berkin Bilgic, Susie Yi Huang
SRDTI: Deep learning-based super-resolution for diffusion tensor MRI. CoRR (2021)
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, Susie Yi Huang, Anastasia Yendiki, Boris Keil
human brain on the 3 T connectome scanner. NeuroImage 238 (2021)
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, Gabriel Ramos-Llordén, Hong-Hsi Lee, Aapo Nummenmaa, Berkin Bilgic, Kawin Setsompop, Fuyixue Wang, Alexandru Vlad Avram, Michal E. Komlosh, Dan Benjamini, Kulam Najmudeen Magdoom, Sudhir Pathak, Walter Schneider, Dmitry S. Novikov, Els Fieremans, Slimane Tounekti, Choukri Mekkaoui, Jean Augustinack, Daniel R. Berger, Alexander Shapson-Coe, Jeff Lichtman, Peter J. Basser, Lawrence L. Wald, Bruce R. Rosen
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome. NeuroImage 243 (2021)
Qiyuan Tian, Berkin Bilgic, Qiuyun Fan, Congyu Liao, Chanon Ngamsombat, Yuxin Hu, Thomas Witzel, Kawin Setsompop, Jonathan R. Polimeni, Susie Yi Huang
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning. NeuroImage 219 (2020)
Jingyuan E. Chen, Laura D. Lewis, Catie Chang, Qiyuan Tian, Nina E. Fultz, Ned A. Ohringer, Bruce R. Rosen, Jonathan R. Polimeni
Resting-state "physiological networks". NeuroImage 213 (2020)
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
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI. NeuroImage 222 (2020)
Congyu Liao, Mary Kate Manhard, Berkin Bilgic, Qiyuan Tian, Qiuyun Fan, Sohyun Han, Fuyixue Wang, Daniel Joseph Park, Thomas Witzel, Jianhui Zhong, Haifeng Wang, Lawrence L. Wald, Kawin Setsompop
Phase-matched virtual coil reconstruction for highly accelerated diffusion echo-planar imaging. NeuroImage 194 (2019)
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, Jennifer A. McNab, Casey H. Halpern
Multimodal characterization of the human nucleus accumbens. NeuroImage 198 (2019)
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
Age-related alterations in axonal microstructure in the corpus callosum measured by high-gradient diffusion MRI. NeuroImage 191 (2019)
Qiyuan Tian, Grant Yang, Christoph Leuze, Ariel Rokem, Brian L. Edlow, Jennifer A. McNab
Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator. NeuroImage 189 (2019)
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
Highly Accelerated Multishot EPI through Synergistic Combination of Machine Learning and Joint Reconstruction. CoRR (2018)
Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell
Learning the Image Processing Pipeline. IEEE Trans. Image Process. 26 (10) (2017)
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
The separate effects of lipids and proteins on brain MRI contrast revealed through tissue clearing. NeuroImage 156 (2017)
Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell
Local Linear Approximation for Camera Image Processing Pipelines. Digital Photography and Mobile Imaging (2016)
Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell
Learning the image processing pipeline. CoRR (2016)
François G. Germain, Iretiayo A. Akinola, Qiyuan Tian, Steven Lansel, Brian A. Wandell
Efficient illuminant correction in the local, linear, learned (L3) method. Digital Photography (2015)
Qiyuan Tian, Henryk Blasinski, Steven Lansel, Haomiao Jiang, Munenori Fukunishi, Joyce E. Farrell, Brian A. Wandell
Automatically designing an image processing pipeline for a five-band camera prototype using the local, linear, learned (L3) method. Digital Photography (2015)
Qiyuan Tian, Steven Lansel, Joyce E. Farrell, Brian A. Wandell
Automating the design of image processing pipelines for novel color filter arrays: local, linear, learned (L3) method. Digital Photography (2014)
Qiyuan Tian, Jiang Duan, Guoping Qiu
GPU-accelerated local tone-mapping for high dynamic range images. ICIP (2012)
Yao Tang, Xiaolin Zhou, Ziyi Zhang, Qiyuan Tian
Performance Analysis of a Two-Way Network-Coded Free Space Optical Relay Scheme over Strong Turbulence Channels. VTC Fall (2011)
Qiyuan Tian, Jiang Duan, Min Chen, Tao Peng
Segmentation Based Tone-Mapping for High Dynamic Range Images. ACIVS (2011)