Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization von Han, Shuo, Carass, Aaron, He, Yufan, Prince, Jerry L.

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DeepHarmony: A deep learning approach to contrast harmonization across scanner changes von Dewey, Blake E., Zhao, Can, Reinhold, Jacob C., Carass, Aaron, Fitzgerald, Kathryn C., Sotirchos, Elias S., Saidha, Shiv, Oh, Jiwon, Pham, Dzung L., Calabresi, Peter A., van Zijl, Peter C.M., Prince, Jerry L.

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Longitudinal analysis of regional cerebellum volumes during normal aging von Han, Shuo, An, Yang, Carass, Aaron, Prince, Jerry L., Resnick, Susan M.

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Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory von Zuo, Lianrui, Dewey, Blake E., Liu, Yihao, He, Yufan, Newsome, Scott D., Mowry, Ellen M., Resnick, Susan M., Prince, Jerry L., Carass, Aaron

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Structured layer surface segmentation for retina OCT using fully convolutional regression networks von He, Yufan, Carass, Aaron, Liu, Yihao, Jedynak, Bruno M., Solomon, Sharon D., Saidha, Shiv, Calabresi, Peter A., Prince, Jerry L.

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Structural cerebellar correlates of cognitive and motor dysfunctions in cerebellar degeneration von Kansal, Kalyani, Yang, Zhen, Fishman, Ann M, Sair, Haris I, Ying, Sarah H, Jedynak, Bruno M, Prince, Jerry L, Onyike, Chiadi U

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Consistent cortical reconstruction and multi-atlas brain segmentation von Huo, Yuankai, Plassard, Andrew J., Carass, Aaron, Resnick, Susan M., Pham, Dzung L., Prince, Jerry L., Landman, Bennett A.

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Evaluation of sparse-view reconstruction from flat-panel-detector cone-beam CT von Bian, Junguo, Siewerdsen, Jeffrey H, Han, Xiao, Sidky, Emil Y, Prince, Jerry L, Pelizzari, Charles A, Pan, Xiaochuan

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MR image synthesis by contrast learning on neighborhood ensembles von Jog, Amod, Carass, Aaron, Roy, Snehashis, Pham, Dzung L., Prince, Jerry L.

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Retinal layer segmentation of macular OCT images using boundary classification von Lang, Andrew, Carass, Aaron, Hauser, Matthew, Sotirchos, Elias S, Calabresi, Peter A, Ying, Howard S, Prince, Jerry L

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Deep learning in optical coherence tomography: Where are the gaps? von Li, Dawei, Ran, An Ran, Cheung, Carol Y, Prince, Jerry L

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Deep learning enables accurate brain tissue microstructure analysis based on clinically feasible diffusion magnetic resonance imaging von Li, Yuxing, Zhuo, Zhizheng, Liu, Chenghao, Duan, Yunyun, Shi, Yulu, Wang, Tingting, Li, Runzhi, Wang, Yanli, Jiang, Jiwei, Xu, Jun, Tian, Decai, Zhang, Xinghu, Shi, Fudong, Zhang, Xiaofeng, Carass, Aaron, Barkhof, Frederik, Prince, Jerry L, Ye, Chuyang, Liu, Yaou

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Individual estimates of age at detectable amyloid onset for risk factor assessment von Bilgel, Murat, An, Yang, Zhou, Yun, Wong, Dean F, Prince, Jerry L, Ferrucci, Luigi, Resnick, Susan M

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Magnetic Resonance Image Example-Based Contrast Synthesis von Roy, Snehashis, Carass, Aaron, Prince, Jerry L.

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Atlas-Based Tongue Muscle Correlation Analysis from Tagged and High-Resolution Magnetic Resonance Imaging von Xing, Fangxu, Stone, Maureen, Goldsmith, Tessa, Prince, Jerry L, El Fakhri, Georges, Woo, Jonghye

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Effects of diffusion weighting schemes on the reproducibility of DTI-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T von Landman, Bennett A., Farrell, Jonathan A.D., Jones, Craig K., Smith, Seth A., Prince, Jerry L., Mori, Susumu

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A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises von Zhou, S. Kevin, Greenspan, Hayit, Davatzikos, Christos, Duncan, James S., Van Ginneken, Bram, Madabhushi, Anant, Prince, Jerry L., Rueckert, Daniel, Summers, Ronald M.

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Brain ventricle parcellation using a deep neural network: Application to patients with ventriculomegaly von Shao, Muhan, Han, Shuo, Carass, Aaron, Li, Xiang, Blitz, Ari M, Shin, Jaehoon, Prince, Jerry L, Ellingsen, Lotta M

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Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN von Yang, Heran, Sun, Jian, Carass, Aaron, Zhao, Can, Lee, Junghoon, Prince, Jerry L., Xu, Zongben

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Model-Based Tomographic Reconstruction of Objects Containing Known Components von Stayman, J. W., Otake, Y., Prince, J. L., Khanna, A. J., Siewerdsen, J. H.

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