505 Use of Expanded Access at Michigan Medicine and Associations with Neighborhood Factors by Misty Gravelin, Jeanne Wright, Shokoufeh Khalatbari, Matheos Yosef, Vikas Kotagal

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Sociodemographic variables associated with risk for diabetic retinopathy by Chan Tran N. Nguyen, Matheos Yosef, Shokoufeh Khalatbari, Anjali R. Shah

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Developing an Applied Biostatistical Sciences (ABS) network by Shokoufeh Khalatbari, Dianne Jazdzyk, Janine Capsouras, Brad Downey, Eli Samuels, Cathie Spino

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158 Building a National Network for Collaborative Quantitative Staff by Shokoufeh Khalatbari, Sandra Taylor, Davis Marry Sammel, Margaret Stedman, Joycelynne Palmer, Shelby Smith

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Guidance for biostatisticians on their essential contributions to clinical and translational research protocol review by Jody D. Ciolino, Cathie Spino, Walter T. Ambrosius, Shokoufeh Khalatbari, Shari Messinger Cayetano, Jodi A. Lapidus, Paul J Nietert, Robert A. Oster, Susan M. Perkins, Brad H. Pollock, Gina-Maria Pomann, Lori Lyn Price, Todd W. Rice, Tor D. Tosteson, Christopher J. Lindsell, Heidi Spratt

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