Search Results - "Shah, Kushal S"

Development and validation of multivariable prediction models for adverse COVID-19 outcomes in patients with IBD by Sperger, John, Shah, Kushal S, Lu, Minxin, Zhang, Xian, Ungaro, Ryan C, Brenner, Erica J, Agrawal, Manasi, Colombel, Jean-Frédéric, Kappelman, Michael D, Kosorok, Michael R

“…ObjectivesDevelop an individualised prognostic risk prediction tool for predicting the probability of adverse COVID-19 outcomes in patients with inflammatory…”
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Stabilized direct learning for efficient estimation of individualized treatment rules by Shah, Kushal S., Fu, Haoda, Kosorok, Michael R.

“…In recent years, the field of precision medicine has seen many advancements. Significant focus has been placed on creating algorithms to estimate…”
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Association of Pseudomonas aeruginosa incident infections with adherence to cystic fibrosis foundation care guidelines by Shah, Kushal S., Saiman, Lisa, LiPuma, John J., Kosorok, Michael R., Muhlebach, Marianne S.

“…•Adherence to 12 selected guidelines was higher at pediatric than adult care centers.•Adherence to more guidelines predicted lower P. aeruginosa incidence…”
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Statistically Adjusting for Wear Time in Randomized Trials of Continuous Glucose Monitors as a Complement to Intent-to-Treat and As-Treated Analyses: Application and Evaluation in Two Trials by Weinstein, Joshua M, Berkowitz, Seth A, Pratley, Richard E, Shah, Kushal S, Kahkoska, Anna R

“…Randomized trials of continuous glucose monitoring (CGM) often estimate treatment effects using standard intent-to-treat (ITT) analyses. We explored how…”
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Estimation of a Machine Learning-Based Decision Rule to Reduce Hypoglycemia Among Older Adults With Type 1 Diabetes: A Post Hoc Analysis of Continuous Glucose Monitoring in the WISDM Study by Kahkoska, Anna R., Shah, Kushal S., Kosorok, Michael R., Miller, Kellee M., Rickels, Michael, Weinstock, Ruth S., Young, Laura A., Pratley, Richard E.

“…Background: The Wireless Innovation for Seniors with Diabetes Mellitus (WISDM) study demonstrated continuous glucose monitoring (CGM) reduced hypoglycemia over…”
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Barriers implementing infection prevention and control experienced by healthcare workers, people with CF and parents by Saiman, Lisa, Zhou, Juyan J., Shah, Kushal S., Jiang, Xiaotong, Stoudemire, William, Kosorok, Michael R., Muhlebach, Marianne S.

“…: Barriers to implementing infection prevention and control (IP&C) practices may be experienced by healthcare workers (HCWs) caring for people with CF (PwCF),…”
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Finite element analysis to characterize how varying patellar loading influences pressure applied to cartilage: model evaluation by Shah, Kushal S., Saranathan, Archana, Koya, Bharath, Elias, John J.

“…A finite element analysis (FEA) modeling technique has been developed to characterize how varying the orientation of the patellar tendon influences the…”
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All-epiphyseal ACL Reconstruction Improves Tibiofemoral Contact: An In Vitro Study by Stonestreet, Matthew J, Jones, Kerwyn C, Kirkpatrick, Marcus S, Shah, Kushal S, Frampton, Caroline E, Morscher, Melanie A, Elias, John J

“…BACKGROUND:Anterior cruciate ligament (ACL) injury alters tibiofemoral contact during function, with a posterior shift of the point of contact on the tibia. An…”
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Limited benefit of hamstrings forces for the anterior cruciate ligament-deficient knee: an in vitro study by Elias, John J, Kirkpatrick, Marcus S, Stonestreet, Matthew J, Shah, Kushal S, Frampton, Caroline E, Morscher, Melanie A, Jones, Kerwyn C

“…The hamstrings are considered stabilizers of the anterior cruciate ligament-deficient knee; however, anterior cruciate ligament injury primarily influences…”
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Fr491 MULTIVARIABLE PREDICTION MODELS FOR HOSPITALIZATION, VENTILATION, AND DEATH FROM COVID-19 IN IBD PATIENTS by Sperger, John, Shah, Kushal S., Lu, Minxin, Zhang, Xian, Ungaro, Ryan C., Brenner, Erica J., Agrawal, Manasi, Colombel, Jean Frederic, Kappelman, Michael, Kosorok, Michael

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Statistical Machine Learning Methodology for Individualized Treatment Rule Estimation in Precision Medicine by Shah, Kushal S

“…Precision medicine aims to deliver optimal, individualized treatments for patients by accounting for their unique characteristics. With a foundation in…”
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Stabilized Direct Learning for Efficient Estimation of Individualized Treatment Rules by Shah, Kushal S, Fu, Haoda, Kosorok, Michael R

“…In recent years, the field of precision medicine has seen many advancements. Significant focus has been placed on creating algorithms to estimate…”
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