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Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data


Apr 10, 2021
Nanyan Zhu, Chen Liu, Xinyang Feng, Dipika Sikka, Sabrina Gjerswold-Selleck, Scott A. Small, Jia Guo

* Accepted to IEEE ISBI 2021 

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Substituting Gadolinium in Brain MRI Using DeepContrast


Jan 15, 2020
Haoran Sun, Xueqing Liu, Xinyang Feng, Chen Liu, Nanyan Zhu, Sabrina J. Gjerswold-Selleck, Hong-Jian Wei, Pavan S. Upadhyayula, Angeliki Mela, Cheng-Chia Wu, Peter D. Canoll, Andrew F. Laine, J. Thomas Vaughan, Scott A. Small, Jia Guo

* The IEEE International Symposium on Biomedical Imaging (ISBI) 2020 

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Estimating brain age based on a healthy population with deep learning and structural MRI


Jul 01, 2019
Xinyang Feng, Zachary C. Lipton, Jie Yang, Scott A. Small, Frank A. Provenzano

* 32 pages, 9 figures, 6 tables 

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Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis


Dec 19, 2018
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini


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A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data


Nov 20, 2018
Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla


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Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules


Feb 22, 2018
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini

* International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2017 

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