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2020 – today
- 2025
[j23]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, Xin Yao, Tien Yin Wong:
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain. Neurocomputing 619: 129053 (2025)- [j22]Wenxuan Chen
, Sirui Wu, Shuai Wang, Zhongsen Li, Jia Yang, Huifeng Yao, Qiyuan Tian, Xiaolei Song:
Multi-contrast image super-resolution with deformable attention and neighborhood-based feature aggregation (DANCE): Applications in anatomic and metabolic MRI. Medical Image Anal. 99: 103359 (2025) - 2024
- [j21]Yuanjing Feng, Lei Xie, Jingqiang Wang, Qiyuan Tian, Jianzhong He, Qingrun Zeng, Fei Gao:
Bundle-specific tractogram distribution estimation using higher-order streamline differential equation. NeuroImage 298: 120766 (2024) - [i10]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 abs/2406.05982 (2024) - [i9]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 abs/2406.13625 (2024) - [i8]Qiyuan Tian, Zhuoyue Wang, Xiaoling Cui:
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism. CoRR abs/2409.13626 (2024) - [i7]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, Xin Yao, Tien Yin Wong:
Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain. CoRR abs/2412.06820 (2024) - 2023
- [j20]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): 28-38 (2023) - [j19]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: 102744 (2023) - [j18]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: 120168 (2023) - 2022
- [j17]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: 119033 (2022) - [j16]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: 118958 (2022) - [j15]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: 119535 (2022) - [i6]Jaejin Cho, Borjan A. 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 abs/2202.02814 (2022) - 2021
- [j14]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: 117692 (2021) - [j13]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: 117946 (2021) - [j12]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:
A 48-channel receive array coil for mesoscopic diffusion-weighted MRI of ex vivo human brain on the 3 T connectome scanner. NeuroImage 238: 118256 (2021) - [j11]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: 118323 (2021) - [j10]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 K. 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: 118530 (2021) - [i5]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 abs/2102.09069 (2021) - [i4]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 abs/2111.07220 (2021) - [i3]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 abs/2112.01587 (2021) - 2020
- [j9]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: 116707 (2020) - [j8]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: 117017 (2020) - [j7]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: 117197 (2020)
2010 – 2019
- 2019
- [j6]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: 497-515 (2019) - [j5]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: 325-336 (2019) - [j4]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: 291-302 (2019) - [j3]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: 137-149 (2019) - 2018
- [i2]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 abs/1808.02814 (2018) - 2017
- [j2]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: 412-422 (2017) - [j1]Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell:
Learning the Image Processing Pipeline. IEEE Trans. Image Process. 26(10): 5032-5042 (2017) - 2016
- [c7]Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell:
Local Linear Approximation for Camera Image Processing Pipelines. Digital Photography and Mobile Imaging 2016: 1-4 - [i1]Haomiao Jiang, Qiyuan Tian, Joyce E. Farrell, Brian A. Wandell:
Learning the image processing pipeline. CoRR abs/1605.09336 (2016) - 2015
- [c6]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: 940403 - [c5]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: 940404 - 2014
- [c4]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: 90230K - 2012
- [c3]Qiyuan Tian, Jiang Duan, Guoping Qiu:
GPU-accelerated local tone-mapping for high dynamic range images. ICIP 2012: 377-380 - 2011
- [c2]Qiyuan Tian, Jiang Duan, Min Chen, Tao Peng:
Segmentation Based Tone-Mapping for High Dynamic Range Images. ACIVS 2011: 360-371 - [c1]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: 1-5
Coauthor Index
aka: Berkin Bilgiç
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