Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis

by Luo, Gang, Nau, Claudia L, Crawford, William W, Schatz, Michael, Zeiger, Robert S, Koebnick, Corinna
Published 2021-04-01

Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis

by Luo, Gang, Nau, Claudia L, Crawford, William W, Schatz, Michael, Zeiger, Robert S, Rozema, Emily, Koebnick, Corinna
Published 2020-11-01

Genome-Wide Association Analysis in Asthma Subjects Identifies SPATS2L as a Novel Bronchodilator Response Gene

by Himes, Blanca Elena, Jiang, Xiaofeng, Hu, Ruoxi, Wu, Ann Chen, Su, Jessica Ann Lasky, Klanderman, Barbara J., Ziniti, John, Senter-Sylvia, Jody, Lima, John J., Irvin, Charles G., Peters, Stephen P., Meyers, Deborah A., Bleecker, Eugene R., Kubo, Michiaki, Tamari, Mayumi, Nakamura, Yusuke, Szefler, Stanley J., Lemanske, Robert F., Zeiger, Robert S., Strunk, Robert C., Martinez, Fernando D., Hanrahan, John P., Koppelman, Gerard H., Postma, Dirkje S., Nieuwenhuis, Maartje A. E., Vonk, Judith M., Panettieri, Reynold A., Markezich, Amy, Israel, Elliot, Carey, Vincent James, Tantisira, Kelan, Litonjua, Augusto Ampil, Lu, Quan, Weiss, Scott Tillman
Published 2013

Assessment of asthma control and asthma exacerbations in the epidemiology and natural history of asthma: outcomes and treatment regimens (TENOR) observational cohort

by Chipps, Bradley E., Zeiger, Robert S., Dorenbaum, Alejandro, Borish, Larry, Wenzel, Sally E., Miller, Dave P., Hayden, Mary Lou, Bleecker, Eugene R., Simons, F. Estelle R., Szefler, Stanley J., Weiss, Scott Tillman, Haselkorn, Tmirah
Published 2013

The Vitamin D Antenatal Asthma Reduction Trial (VDAART): Rationale, design, and methods of a randomized, controlled trial of vitamin D supplementation in pregnancy for the primary...

by Litonjua, Augusto Ampil, Lange, Nancy, Carey, Vincent James, Brown, Stacey, Laranjo, Nancy M, Harshfield, Benjamin J., O'Conner, George, Sandel, Megan, Strunk, Robert C., Bacharier, Leonard B., Zeiger, Robert S., Schatz, Michael, Hollis, Bruce W., Weiss, Scott Tillman
Published 2016

ITGB5 and AGFG1 variants are associated with severity of airway responsiveness

by Himes, Blanca E, Qiu, Weiliang, Klanderman, Barbara, Ziniti, John, Senter-Sylvia, Jody, Szefler, Stanley J, Lemanske, Jr, Robert F, Zeiger, Robert S, Strunk, Robert C, Martinez, Fernando D, Boushey, Homer, Chinchilli, Vernon M, Israel, Elliot, Mauger, David, Koppelman, Gerard H, Nieuwenhuis, Maartje AE, Postma, Dirkje S, Vonk, Judith M, Rafaels, Nicholas, Hansel, Nadia N, Barnes, Kathleen, Raby, Benjamin, Tantisira, Kelan G, Weiss, Scott T
Published 2014

Patterns of Growth and Decline in Lung Function in Persistent Childhood Asthma

by McGeachie, Michael John, Yates, Katherine, Zhou, Xiaobo, Guo, Feng, Sternberg, Alice L., Van Natta, Mark L., Wise, Robert A., Szefler, Stanley J., Sharma, Sunita, Kho, Alvin Thong-Juak, Cho, Michael Hyosang, Croteau-Chonka, Damien C, Castaldi, Peter Jose, Jain, Gaurav, Sanyal, Amartya, Zhan, Ye, Lajoie, Bryan R., Dekker, Job, Stamatoyannopoulos, John, Covar, Ronina A., Zeiger, Robert S., Adkinson, N. Franklin, Williams, Paul, Kelly, H. William, Grasemann, Hartmut, Vonk, Judith M., Koppelman, Gerard H., Postma, Dirkje S., Raby, Benjamin Alexander, Houston, Isaac Benjamin, Lu, Quan, Fuhlbrigge, Anne Louise, Tantisira, Kelan, Silverman, Edwin Kepner, Tonascia, James, Weiss, Scott Tillman, Strunk, Robert C.
Published 2016

Integration of Mouse and Human Genome-Wide Association Data Identifies KCNIP4 as an Asthma Gene

by Sheppard, Keith, Berndt, Annerose, Leme, Adriana S., Myers, Rachel A., Gignoux, Christopher R., Gauderman, W. James, Yang, James J., Mathias, Rasika A., Romieu, Isabelle, Torgerson, Dara G., Roth, Lindsey A., Huntsman, Scott, Eng, Celeste, Klanderman, Barbara, Ziniti, John, Senter-Sylvia, Jody, Szefler, Stanley J., Lemanske, Robert F., Zeiger, Robert S., Strunk, Robert C., Martinez, Fernando D., Boushey, Homer, Chinchilli, Vernon M., Mauger, David, Koppelman, Gerard H., Postma, Dirkje S., Nieuwenhuis, Maartje A. E., Vonk, Judith M., Lima, John J., Irvin, Charles G., Peters, Stephen P., Kubo, Michiaki, Tamari, Mayumi, Nakamura, Yusuke, Bleecker, Eugene R., Meyers, Deborah A., London, Stephanie J., Gilliland, Frank D., Burchard, Esteban G., Nicolae, Dan L., Ober, Carole, Paigen, Beverly, Churchill, Gary, Himes, Blanca Elena, Levin, Albert M., Israel, Elliot, Litonjua, Augusto Ampil, Tantisira, Kelan, Raby, Benjamin Alexander, Barnes, Kathleen C., Williams, L. Keoki, Demeo, Dawn Lisa, Silverman, Edwin Kepner, Shapiro, Steve D., Weiss, Scott Tillman
Published 2013