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

Aspects Of Pharmaceutical Networks, Hannah Rita Joseph, Afia L. Rahaman, Kaya Wilson Apr 2024

Aspects Of Pharmaceutical Networks, Hannah Rita Joseph, Afia L. Rahaman, Kaya Wilson

ENGL 1102 Showcase

The theme of our anthology is different drugs and processes of drug usage in the result how the various aspects of the pharmaceutical companies. We analyze the quality of health that Americans receive from certain parts of the health care industry. We have focused on informing and analyzing the increase of insulin prices, and how that affects Americans everyday lives. The delivery methods of medical cannabis, how each method is effective, and how they are administered. As well as pharmaceutical scams and how it affects elderly people, who rely on medication.


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 …