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436 * !
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Thu, 8/12/2021,
4:00 PM -
5:50 PM
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Virtual
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Network Inference for Omics and Imaging Data — Topic-Contributed Papers
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Section on Statistical Learning and Data Science, WNAR, Biometrics Section
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Organizer(s): Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
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Chair(s): Jianhua Hu, Columbia University
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4:05 PM
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Modern Machine Learning Techniques in Biology
Johannes Lederer, Ruhr-University Bochum
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4:25 PM
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Generalized Tensor Canonical Correlation Analysis for Network Inference Using Multi-Omics Data
Katerina Kechris, University of Colorado Anschutz Medical Campus; Weixuan Liu, University of Colorado Anschutz Medical Campus; Farnoush Banaei-Kashani, University of Colorado Denver
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4:45 PM
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Prediction with Network Valued Covariates
Suprateek Kundu, Emory University
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5:05 PM
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Principal Regression for High-Dimensional Covariance Matrices
Yi Zhao, Indiana University; Brian Caffo, Johns Hopkins University; Xi Luo, The University of Texas Health Science Center at Houston
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5:25 PM
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Data Harmonization Using Polycistronic Clusters for MicroRNA Sequencing Data
Li-Xuan Qin, Memorial Sloan Kettering Cancer Center; Yannick Düren, Ruhr-University Bochum; Johannes Lederer, Ruhr-University Bochum
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5:45 PM
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Floor Discussion
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