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Xiaomeng Dong
Xiaomeng Dong
GE Healthcare
Verified email at ge.com
Title
Cited by
Cited by
Year
Predicting malignancy of pulmonary ground-glass nodules and their invasiveness by random forest
X Mei, R Wang, W Yang, F Qian, X Ye, L Zhu, Q Chen, B Han, T Deyer, ...
Journal of thoracic disease 10 (1), 458, 2018
452018
Thyroid nodule benignty prediction by deep feature extraction
X Mei, X Dong, T Deyer, J Zeng, T Trafalis, Y Fang
2017 IEEE 17th International Conference on Bioinformatics and Bioengineering …, 2017
152017
Fastestimator healthcare ai framework
X Dong, A Chowdhury, J Hong, HM Chang, GB Avinash, VR Saripalli, ...
US Patent App. 16/699,567, 2020
42020
To raise or not to raise: The autonomous learning rate question
X Dong, T Tan, M Potter, YC Tsai, G Kumar, VR Saripalli, T Trafalis
Annals of Mathematics and Artificial Intelligence, 1-20, 2023
32023
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization
X Dong, J Hong, HM Chang, M Potter, A Chowdhury, P Bahl, V Soni, ...
NeurIPS 2019 Systems for ML Workshop, http://learningsys.org/neurips19, 2019
32019
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization
X Dong, J Hong, HM Chang, M Potter, A Chowdhury, P Bahl, V Soni, ...
arXiv preprint arXiv:1910.04875, 2019
32019
Adversarial focal loss: Asking your discriminator for hard examples
C Liu, X Dong, M Potter, HM Chang, R Soni
arXiv preprint arXiv:2207.07739, 2022
22022
Optimizing Data Augmentation Policy Through Random Unidimensional Search
X Dong, M Potter, G Kumar, YC Tsai, VR Saripalli, T Trafalis
arXiv preprint arXiv:2106.08756, 2021
22021
Impact of Inference Accelerators on hardware selection
D Pati, C Favart, P Bahl, V Soni, Y Tsai, M Potter, J Guan, X Dong, ...
arXiv preprint arXiv:1910.03060, 2019
22019
Deep learning image analysis with increased modularity and reduced footprint
T Tan, H Yang, GB Avinash, BP Cziria, P Tegzes, X Dong, R Soni, ...
US Patent App. 18/046,347, 2024
2024
Light mixed‐supervised segmentation for 3D medical image data
H Yang, T Tan, P Tegzes, X Dong, R Tamada, L Ferenczi, G Avinash
Medical Physics 51 (1), 167-178, 2024
2024
Automated data augmentation in deep learning
X Dong, M Potter, VR Saripalli
US Patent App. 17/648,996, 2022
2022
Autonomous Learning Rate Optimization for Deep Learning
X Dong, T Tan, M Potter, YC Tsai, G Kumar, VR Saripalli, T Trafalis
International Conference on Learning and Intelligent Optimization, 292-305, 2022
2022
Automatic Machine Learning in Optimization and Data Augmentation
X Dong
2022
Parallel Matrix Condensation for Calculating Log-Determinant of Large Matrix
X Dong, EN Barnett, SK Dhall
arXiv preprint arXiv:1811.08057, 2018
2018
Thyroid nodule ultrasound image analysis and feature extraction
X Dong
2018
Data Mining Applications in Reservoir Modeling
X Dong
2016
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