Usman Roshan

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Frank Y. Shih

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Publications

2022
[j12]
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  - journals/ijprai/YangSR22
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  - https://dblp.org/rec/journals/ijprai/YangSR22
Yanan Yang, Frank Y. Shih, Usman Roshan:
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images. Int. J. Pattern Recognit. Artif. Intell. 36(3): 2254005:1-2254005:17 (2022)
2020
[c30]
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  dblp key:
  - conf/bibm/YangYXSAR20
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Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan:
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM 2020: 2456-2460
[c27]
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  - conf/icbra/YangFXSR20
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Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan:
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA 2020: 22-27
2019
[c19]
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  - conf/brainles-ws/XueYFSBBBGR19
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Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder, William W. Graves, Usman W. Roshan:
Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images. BrainLes@MICCAI (2) 2019: 360-367

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