Latest research projects, publications, and talks
Phase Retrieval using Single-Instance Deep Generative Prior [preprint]
Posted
Kshitij Tayal (Ph.D. student), Raunak Manekar (Ph.D. student), Zhong Zhuang, David Yang, Vipin Kumar (professor), Felix Hofmann, Ju Sun (professor)
Rethink Transfer Learning in Medical Image Classification [preprint]
Posted
Le Peng (Ph.D. student), Hengyue Liang, Taihui Li (Ph.D. student), Ju Sun (assistant professor)
Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks [conference paper]
Posted
Matheus Araujo (Ph.D. student), Tara Pereira, Jaideep Srivastava (professor), Conrad Iber
IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)
Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management [conference paper]
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Mourya Karan Reddy Baddam (M.S. student), Matheus Araujo (Ph.D. student), Jaideep Srivastava (professor)
IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)
Whole Wheat and Bran Cereal Affects Microbiome Stability [journal]
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Abigail Johnson, Mo Houtti (Ph.D. student), Anna Saboe, Katie Koecher, Ravi Menon, Dan Knights (professor)
Current Developments in Nutrition
Calprotectin (S100A8/A9) is an Innate Immune Effector in Experimental Periodontitis [journal]
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Karen F Johnstone, Yuping Wei, Peter D Bittner-Eddy, Gerrit W Vreeman, Ian A Stone, Jonathan B Clayton (postdoctoral associate), Cavan S Reilly, Travis B Walbon, Elisa N Wright, Susan L Hoops (Ph.D. student), William S Boyle, Massimo Costalonga, Mark C Herzberg
Infection and Immunity
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals [preprint]
Posted
Ju Sun (assistant professor), Le Peng (Ph.D. student), Taihui Li (Ph.D. student), Dyah Adila (M.S. 2021), Zach Zaiman, Genevieve B. Melton, Nicholas Ingraham, Eric Murray, Daniel Boley (professor), Sean Switzer, John L. Burns, Kun Huang, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher Tignanelli
A Robust Model For Predicting Collective Behavior in Large Robot Swarms [conference paper]
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John Harwell (Ph.D. student), Angel Sylvester (Ph.D. student), Maria Gini (professor)
International Conference on Robotics and Automation (ICRA) - Robot Swarms in the Real World workshop
Multi-task deep learning of daily streamflow and water temperature [preprint]
Posted
Jeffrey Michael Sadler, Alison Paige Appling, Jordan S Read, Samantha Kay Oliver, Xiaowei Jia, Jacob Aaron Zwart, Vipin Kumar (professor)
Higher-order function networks for learning composable three-dimensional (3D) object and operating method thereof [patent]
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Eric Mitchell, Selim Engin (Ph.D. student), Volkan Isler (professor), Daniel Lee