HR
Hongyi Ren
deep learningcs.LGcs.CVeess.IVphysics.med-phstat.MLArtifactsbioinformaticscancerchest X-ray
On Valency
published · living versionsW_rhtf6nnv·v3 · currentpublished
Learning from Fleet Experience: Collective Experience Learning Across 96 Robots
with Chao Yu, Shu'ang Yu, Hao Lin, Hongzhi Zang +37
3 versions
Preprints & journals
13 papers in the corpus · 2019–2023Revealing hidden patterns in deep neural network feature space continuum via manifold learning.38129376 · Islam, Md Tauhidul, Zhou, Zixia, Ren, Hongyi et al.2026 · 65 citationsNature communications. 2023;14(1):8506
Leveraging data-driven self-consistency for high-fidelity gene expression recovery.36414658 · Islam, Md Tauhidul, Wang, Jen-Yeu, Ren, Hongyi et al.2022 · 9 citationsNature communications. 2022;13(1):7142
Deep Learning-Based Water-Fat Separation from Dual-Echo Chemical Shift-Encoded Imaging.36290546 · Wu, Yan, Alley, Marcus, Li, Zhitao et al.2026 · 6 citationsBioengineering (Basel, Switzerland). 2022;9(10)
Implicit neural representation for radiation therapy dose distribution.35477171 · Vasudevan, Varun, Shen, Liyue, Huang, Charles et al.2022 · 14 citationsPhysics in medicine and biology. 2022;67(12)
SERM: a self-consistent deep learning solution forrapid and accurate gene expression recovery10.1101/2022.01.18.476789v1 · Islam, M. T., Wang, J.-Y., Ren, H. et al.2022 · 0 citationsbioRxiv
Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation.34048339 · Seo, Hyunseok, Yu, Lequan, Ren, Hongyi et al.2021 · 31 citationsIEEE transactions on medical imaging. 2021;40(12):3369-3378
Metal artifact reduction in 2D CT images with self-supervised cross-domain learning.34330119 · Yu, Lequan, Zhang, Zhicheng, Li, Xiaomeng et al.2021 · 41 citationsPhysics in medicine and biology. 2021;66(17)
Quantitative Parametric Mapping of Tissues Properties from Standard Magnetic Resonance Imaging Enabled by Deep Learning2108.04912v1 · Yan Wu, Yajun Ma, Youngwook Kee et al.2021 · 2 citationsarXiv
A rapid screening classifier for diagnosing COVID-19.33613111 · Xia, Yang, Chen, Weixiang, Ren, Hongyi et al.2021 · 20 citationsInternational journal of biological sciences. 2021;17(2):539-548
Deep Learning Prediction of Cancer Prevalence from Satellite Imagery.33352801 · Bibault, Jean-Emmanuel, Bassenne, Maxime, Ren, Hongyi et al.2020 · 18 citationsCancers. 2020;12(12)
Machine learning techniques for biomedical image segmentation: An overview of technical aspects and introduction to state-of-art applications.32418337 · Seo, Hyunseok, Badiei Khuzani, Masoud, Vasudevan, Varun et al.2021 · 300 citationsMedical physics. 2020;47(5):e148-e167
On Sample Complexity of Projection-Free Primal-Dual Methods for Learning Mixture Policies in Markov Decision Processes1903.06727v3 · Masoud Badiei Khuzani, Varun Vasudevan, Hongyi Ren et al.2019 · 1 citationarXiv
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning1902.10365v2 · Masoud Badiei Khuzani, Hongyi Ren, Md Tauhidul Islam et al.2019 · 1 citationarXiv
Career total: 19 works. 13 are in this corpus.
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