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Full-Text Articles in Analytical, Diagnostic and Therapeutic Techniques and Equipment

A Machine Learning Approach For Predicting Clinical Trial Patient Enrollment In Drug Development Portfolio Demand Planning, Ahmed Shoieb May 2023

A Machine Learning Approach For Predicting Clinical Trial Patient Enrollment In Drug Development Portfolio Demand Planning, Ahmed Shoieb

Masters Theses

One of the biggest challenges the clinical research industry currently faces is the accurate forecasting of patient enrollment (namely if and when a clinical trial will achieve full enrollment), as the stochastic behavior of enrollment can significantly contribute to delays in the development of new drugs, increases in duration and costs of clinical trials, and the over- or under- estimation of clinical supply. This study proposes a Machine Learning model using a Fully Convolutional Network (FCN) that is trained on a dataset of 100,000 patient enrollment data points including patient age, patient gender, patient disease, investigational product, study phase, blinded …


Psychedelics Can Save: The Scientific And Social Case For Rescheduling Psychedelic Compounds, Galen M. Fader May 2021

Psychedelics Can Save: The Scientific And Social Case For Rescheduling Psychedelic Compounds, Galen M. Fader

Chancellor’s Honors Program Projects

No abstract provided.


Policy Of Current Hospital Translation Services And Recommendations For Future Adjustments For Spanish-Speaking Patients, Isidora Rose Beach May 2018

Policy Of Current Hospital Translation Services And Recommendations For Future Adjustments For Spanish-Speaking Patients, Isidora Rose Beach

Chancellor’s Honors Program Projects

No abstract provided.