Hewlett Packard Enterprise Data Science Institute

Hien Nguyen

Research Interest

Machine Learning and Artificial Intelligence, Biomedical Image Analysis, Computational Medical Diagnosis, Computational Pathology, Computational Immunology, Computational Oncology, Precision Medicine, Drug Discovery.

Featured Publications

"MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors." In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 319-328. Springer, Cham, 2021

2021-09-21 (UH Author: Hien Nguyen)
"Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks." Nature communications 12, no. 1 (2021): 1-12

2021-03-10 (UH Author: Hien Nguyen)
"Kidney level lupus nephritis classification using uncertainty guided Bayesian convolutional neural networks." IEEE Journal of Biomedical and Health Informatics 25, no. 2 (2020): 315-324

2021-02-04 (UH Author: Hien Nguyen)
"Deep reinforcement learning in medical imaging: A literature review." Medical image analysis 73 (2021): 102193

2021-01-27 (UH Author: Hien Nguyen)
"Memory-augmented capsule network for adaptable lung nodule classification." IEEE Transactions on Medical Imaging 40, no. 10 (2021): 2869-2879

2021-01-01 (UH Author: Hien Nguyen)
"Automated classification of apoptosis in phase-contrast microscopy using capsule network." IEEE transactions on medical imaging 39, no. 1 (2019): 1-10.

2019-12-19 (UH Author: Hien Nguyen)
"Artificial intelligence and machine learning in nephropathology." Kidney International 98, no. 1 (2020): 65-75

2019-11-09 (UH Author: Hien Nguyen)
"Fast capsnet for lung cancer screening." In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 741-749. Springer, Cham, 2018

2018-06-19 (UH Author: Hien Nguyen)

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Hien Nguyen

Associate Professor

Electrical and Computer Engineering

Office Location

W308 Engineering Building 2

hvnguy35@central.uh.edu

Phone

713-743-8615