Liu Y - Search Results

1

Radiomics Based Differentiation of Glioblastoma and Metastatic Disease: Impact of Different T1-Contrast Enhanced Sequences on Radiomic Features and Model Performance.

Bathla G, Zamboni CG, Larson N, Liu Y, Zhang H, Lee NH, Agarwal AK, Soni N, Sonka M. Bathla G, et al. Among authors: liu y. AJNR Am J Neuroradiol. 2024 Aug 23:ajnr.A8470. doi: 10.3174/ajnr.A8470. Online ahead of print. AJNR Am J Neuroradiol. 2024. PMID: 39179298

2

Radiomics-based differentiation between glioblastoma and primary central nervous system lymphoma: a comparison of diagnostic performance across different MRI sequences and machine learning techniques.

Bathla G, Priya S, Liu Y, Ward C, Le NH, Soni N, Maheshwarappa RP, Monga V, Zhang H, Sonka M. Bathla G, et al. Among authors: liu y. Eur Radiol. 2021 Nov;31(11):8703-8713. doi: 10.1007/s00330-021-07845-6. Epub 2021 Apr 23. Eur Radiol. 2021. PMID: 33890149

3

Impact of SUSAN Denoising and ComBat Harmonization on Machine Learning Model Performance for Malignant Brain Neoplasms.

Bathla G, Soni N, Mark IT, Liu Y, Larson NB, Kassmeyer BA, Mohan S, Benson JC, Rathore S, Agarwal AK. Bathla G, et al. Among authors: liu y. AJNR Am J Neuroradiol. 2024 Sep 9;45(9):1291-1298. doi: 10.3174/ajnr.A8280. AJNR Am J Neuroradiol. 2024. PMID: 38604733

4

Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics.

Priya S, Liu Y, Ward C, Le NH, Soni N, Pillenahalli Maheshwarappa R, Monga V, Zhang H, Sonka M, Bathla G. Priya S, et al. Among authors: liu y. Sci Rep. 2021 May 18;11(1):10478. doi: 10.1038/s41598-021-90032-w. Sci Rep. 2021. PMID: 34006893 Free PMC article.

5

Radiomic Based Machine Learning Performance for a Three Class Problem in Neuro-Oncology: Time to Test the Waters?

Priya S, Liu Y, Ward C, Le NH, Soni N, Pillenahalli Maheshwarappa R, Monga V, Zhang H, Sonka M, Bathla G. Priya S, et al. Among authors: liu y. Cancers (Basel). 2021 May 24;13(11):2568. doi: 10.3390/cancers13112568. Cancers (Basel). 2021. PMID: 34073840 Free PMC article.

6

Computed Tomography Perfusion-Based Prediction of Core Infarct and Tissue at Risk: Can Artificial Intelligence Help Reduce Radiation Exposure?

Bathla G, Liu Y, Zhang H, Sonka M, Derdeyn C. Bathla G, et al. Among authors: liu y. Stroke. 2021 Dec;52(12):e755-e759. doi: 10.1161/STROKEAHA.121.034266. Epub 2021 Oct 21. Stroke. 2021. PMID: 34670412

7

AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods.

Bathla G, Dhruba DD, Soni N, Liu Y, Larson NB, Kassmeyer BA, Mohan S, Roberts-Wolfe D, Rathore S, Le NH, Zhang H, Sonka M, Priya S. Bathla G, et al. Among authors: liu y. J Neuroradiol. 2024 May;51(3):258-264. doi: 10.1016/j.neurad.2023.08.007. Epub 2023 Aug 29. J Neuroradiol. 2024. PMID: 37652263

8

Differentiation Between Glioblastoma and Metastatic Disease on Conventional MRI Imaging Using 3D-Convolutional Neural Networks: Model Development and Validation.

Bathla G, Dhruba DD, Liu Y, Le NH, Soni N, Zhang H, Mohan S, Roberts-Wolfe D, Rathore S, Sonka M, Priya S, Agarwal A. Bathla G, et al. Among authors: liu y. Acad Radiol. 2024 May;31(5):2041-2049. doi: 10.1016/j.acra.2023.10.044. Epub 2023 Nov 17. Acad Radiol. 2024. PMID: 37977889

9

Influence of Substrate Color on Oviposition Behavior, Egg Hatchability, and Substance of Egg Origin in the Mosquito Anopheles sinensis (Wiedemann) (Diptera: Culicidae).

Liu YL, Zhai XZ, Oluwafemi AR, Zhang HY. Liu YL, et al. Neotrop Entomol. 2014 Oct;43(5):483-7. doi: 10.1007/s13744-014-0236-7. Epub 2014 Sep 2. Neotrop Entomol. 2014. PMID: 27193959

10

A Comprehensive Analysis of Sex-Biased Gene Expression in the Aging Human Retina Through a Combination of Single-Cell and Bulk RNA Sequencing.

Liu H, Zhang X, Wang Q, Li B, Bian B, Liu Y. Liu H, et al. Among authors: liu y. Invest Ophthalmol Vis Sci. 2025 Jan 2;66(1):28. doi: 10.1167/iovs.66.1.28. Invest Ophthalmol Vis Sci. 2025. PMID: 39804630

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