Informatics
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Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions
Zhang, Y.; Huang, Y.; Rosen, A.; Jiang, L.G.; McCarty, M.; RoyChoudhury, A.; Han, J.H.; Wright, A.; Ancker, J.S.; Steel, P.A.D. “Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions.” PLOS Digital Health, Volume 3, Issue… Read MoreNovember 21, 2024
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Insufficient evidence for interactive or animated graphics for communicating probability
Ancker, J.S.; Benda, N.C.; Zikmund-Fisher, B.J. “Insufficient evidence for interactive or animated graphics for communicating probability.” Journal of the American Medical Informatics Association, Volume 31, Issue 11, 2024, pp. 2760-2765, DOI: 10.1093/jamia/ocae123.  This study examined whether interactive or animated… Read MoreNovember 21, 2024
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A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments
Cohn, C.; Snyder, C.; Fonteles, J.H.; Ashwin, T.S.; Montenegro, J.; Biswas, G. “A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments.” British Journal of Educational Technology, 2024, DOI: 10.1111/bjet.13518. Advances in generative AI and multimodal learning analytics… Read MoreNovember 21, 2024
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MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment
Zhang, Y.; Quinones-Grueiro, M.; Zhang, Z.; Wang, Y.; Barbour, W.; Biswas, G.; Work, D. “MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment.” IEEE Access, 2024, DOI: 10.1109/ACCESS.2024.3489474. Variable Speed Limits (VSL) are used worldwide to help manage… Read MoreNovember 21, 2024
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A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization
Karas, Z.; Bansal, A.; Zhang, Y.; Li, T.; Mcmillan, C.; Huang, Y. “A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization.” ACM Transactions on Software Engineering and Methodology, Volume 33, Issue 7, 2024, Article 193, DOI: 10.1145/3664808. Code… Read MoreNovember 21, 2024
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Identification and multimodal characterization of a specialized epithelial cell type associated with Crohn’s disease
Li, Jia, Simmons, Alan J., Hawkins, Caroline V., Chiron, Sophie, Ramirez-Solano, Marisol A., Tasneem, Naila, Kaur, Harsimran, Xu, Yanwen, Revetta, Frank, Vega, Paige N., Bao, Shunxing, Cui, Can, Tyree, Regina N., Raber, Larry W., Conner, Anna N., Pilat, Jennifer M., Jacobse, Justin, McNamara, Kara M., Allaman, Margaret M., Raffa, Gabriella… Read MoreSeptember 22, 2024
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Integration of estimated regional gene expression with neuroimaging and clinical phenotypes at biobank scale
Hoang, Nhung, Sardaripour, Neda, Ramey, Grace D., Schilling, Kurt, Liao, Emily, Chen, Yiting, Park, Jee Hyun, Bledsoe, Xavier, Landman, Bennett A., Gamazon, Eric R., Benton, Mary Lauren, & Capra, John A., Rubinov, Mikail. (2024). Integration of estimated regional gene expression with neuroimaging and clinical phenotypes at biobank… Read MoreSeptember 22, 2024
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Benchmarking clustering, alignment, and integration methods for spatial transcriptomics
Hu, Yunfei; Xie, Manfei; Li, Yikang; Rao, Mingxing; Shen, Wenjun; Luo, Can; Qin, Haoran; Baek, Jihoon; Zhou, Xin Maizie. “Benchmarking clustering, alignment, and integration methods for spatial transcriptomics.” Genome Biology, volume 25, Article number: 212 (2024). https://doi.org/10.1186/s13059-024-02665-w. Published: 09 August 2024. Understanding the complexities… Read MoreAugust 22, 2024
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SCCNAInfer: a robust and accurate tool to infer the absolute copy number on scDNA-seq data
Zhang, Liting; Zhou, Xin Maizie; Mallory, Xian. “SCCNAInfer: a robust and accurate… Read MoreAugust 22, 2024
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Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis
Juming Xiong, Yilin Liu, Ruining Deng, Regina N. Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, and Yuankai Huo. “Deep Learning-based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis.” Proceedings of SPIE Medical Imaging 2024: Digital and Computational Pathology, vol. 12933, 129330X, 2024, San Diego, California Eosinophilic Esophagitis… Read MoreJune 20, 2024