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Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection


May 14, 2023
Burhaneddin Yaman, Tanvir Mahmud, Chun-Hao Liu

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Object Detection for Autonomous Dozers


Aug 17, 2022
Chun-Hao Liu, Burhaneddin Yaman

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Accelerated MRI With Deep Linear Convolutional Transform Learning


Apr 17, 2022
Hongyi Gu, Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Ak├žakaya

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* To be published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 

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Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging


Mar 23, 2022
Kerstin Hammernik, Thomas K├╝stner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knoll, Mehmet Ak├žakaya

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End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction


Sep 23, 2021
Ruiyang Zhao, Yuxin Zhang, Burhaneddin Yaman, Matthew P. Lungren, Michael S. Hansen

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fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data


Sep 14, 2021
Ruiyang Zhao, Burhaneddin Yaman, Yuxin Zhang, Russell Stewart, Austin Dixon, Florian Knoll, Zhengnan Huang, Yvonne W. Lui, Michael S. Hansen, Matthew P. Lungren

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Unsupervised Deep Learning Methods for Biological Image Reconstruction


May 17, 2021
Mehmet Ak├žakaya, Burhaneddin Yaman, Hyungjin Chung, Jong Chul Ye

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20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction


May 12, 2021
Omer Burak Demirel, Burhaneddin Yaman, Logan Dowdle, Steen Moeller, Luca Vizioli, Essa Yacoub, John Strupp, Cheryl A. Olman, K├ómil U─čurbil, Mehmet Ak├žakaya

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Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning


May 10, 2021
Omer Burak Demirel, Burhaneddin Yaman, Logan Dowdle, Steen Moeller, Luca Vizioli, Essa Yacoub, John Strupp, Cheryl A. Olman, K├ómil U─čurbil, Mehmet Ak├žakaya

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