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2018 Data Science Conference

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8:30am CDT

Workshop: Open Data with Cognite BioScience Research Collaborative Workshop: Deep Learning with Cray BioScience Research Collaborative

1:00pm CDT

Welcome BioScience Research CollaborativeReginald DesRoches • Jan E. Odegard

1:15pm CDT

When Data Science and Geoscience Come Together BioScience Research CollaborativeNatalie Berestovsky

1:45pm CDT

Automated Machine Learning Benchmarking BioScience Research CollaborativeRoy Keyes

2:15pm CDT

Data Science for Studying the Data Scientist in your Head BioScience Research CollaborativeXaq Pitkow

2:45pm CDT

Networking Break BioScience Research Collaborative

3:15pm CDT

Computer-aided Diagnosis of Dermoscopic Images Using Deep Learning Algorithm BioScience Research CollaborativeCui Tao • Xinyuan Zhang Unsupervised Machine Learning Workflow to Map Basin-wide Top of Salt from 2D Seismic Data BioScience Research CollaborativeTony Dupont • John Grace • Shuang Li • Scott Morris

3:35pm CDT

Mixed-type Kernel Gaussian Process Latent Variable Model (mGPLVM) Helps Delineate Complex Biological Processes BioScience Research CollaborativeKen Chen • Shaoheng Liang • Fang Wang Generate Big Data to Enable Deep Learning for Seismic Inversion BioScience Research CollaborativeLei Huang

3:55pm CDT

Empowering Physicians with Visual Analytics to Optimize Pain Management and Sedation at Texas Children’s Hospital BioScience Research CollaborativeBarbara -Jo Achuff Affordable and Fast Geosteering Inversion Using A Physics-Driven Deep Learning Network BioScience Research CollaborativeJiefu Chen • Yueqin Huang • Yuchen Jin • Qiuyang Shen • Xuqing Wu

4:15pm CDT

Family Level Assessment of Screen use in the Home (FLASH): Ongoing development of an automatic and objective assessment of children’s screen media use across platforms BioScience Research CollaborativeTeresia M O'Connor Quantitative Evaluation of Key Completion Controls on Shale Oil Production BioScience Research CollaborativeLigang Lu • Huiyan Sang • Peng Zhou

4:35pm CDT

Re-Use of Routinely-Collected Clinical Data for Research and Quality Improvement BioScience Research CollaborativeElmer Bernstam Data-Driven Inference of Flow Dynamics in Porous Media BioScience Research CollaborativeHector Klie

4:55pm CDT

Networking Reception BioScience Research Collaborative