Hongyi Ren

发表

L G ] 2 0 M ar 2 01 9 ON SAMPLE COMPLEXITY OF PROJECTION-FREE PRIMAL-DUAL METHODS FOR LEARNING MIXTURE POLICIES IN MARKOV DECISION PROCESSES

M. B. Khuzani, V. Vasudevan, Hongyi Ren, 2019 .

Leveraging data-driven self-consistency for high-fidelity gene expression recovery

Md Tauhidul Islam, X. Li, Wei Zhao, 2022, Nature Communications.

Deep Learning-Based Water-Fat Separation from Dual-Echo Chemical Shift-Encoded Imaging

Christopher M. Sandino, M. Lustig, M. Alley, 2022, Bioengineering.

A rapid screening classifier for diagnosing COVID-19

Jie Zhou, L. Xia, Huahao Shen, 2021, International journal of biological sciences.

Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space pdf

Lei Xing, Masoud Badiei Khuzani, Varun Vasudevan, 2019, ArXiv.

SERM: a self-consistent deep learning solution for rapid and accurate gene expression recovery

Md Tauhidul Islam, X. Li, Wei Zhao, 2022, bioRxiv.

Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications

Lei Xing, Masoud Badiei Khuzani, Hongyi Ren, 2019, Medical physics.

Deep Learning Prediction of Cancer Prevalence from Satellite Imagery

Hongyi Ren, Maxime Bassenne, Jean-Emmanuel Bibault, 2020, Cancers.

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

Liyue Shen, Xiaomeng Li, Hongyi Ren, 2021, IEEE Transactions on Medical Imaging.

Metal artifact reduction in 2D CT images with self-supervised cross-domain learning

Wei Zhao, Xiaomeng Li, Lei Xing, 2021, Physics in medicine and biology.

Quantitative Parametric Mapping of Tissues Properties from Standard Magnetic Resonance Imaging Enabled by Deep Learning

M. Alley, Yajun Ma, E. Chang, 2021, 2108.04912.

Implicit neural representation for radiation therapy dose distribution

Md Tauhidul Islam, Yong Yang, C. Chuang, 2022, Physics in medicine and biology.

Iterative Multi-View Hashing for Cross Media Indexing

Yao Hu, Zhongming Jin, Deng Cai, 2014, ACM Multimedia.

Revealing hidden patterns in deep neural network feature space continuum via manifold learning

Md Tauhidul Islam, M. B. Khuzani, Hongyi Ren, 2023, Nature communications.