Mar 9, 2023 | Industry Trends
FDA Expedited Drug Development Programs The Food and Drug Administration (FDA) follows an established and lengthy approval process that ensures patients have access to therapeutic agents proven to be safe and effective. The process relies upon a structured framework...
Nov 11, 2022 | Industry Trends
The Challenges with Predicting Catalyst Events “Chasing headlines” for catalyst events in the biotech and pharmaceutical markets is a common frustration of investing in these spaces. Predicting these headlines in advance is a primary goal, along with mastering the...
Sep 19, 2022 | Industry Trends, New Technology
The problem with Big Data is that it is so Big! This issue is especially true in the world of healthcare and drug development. It is difficult to see across all the good clinical/scientific work going on around the world and understand exactly where we are headed...
Sep 19, 2022 | Industry Trends, New Technology
One of the most common and powerful approaches in NLP provides the content experts an opportunity to label each data segment for a portion of the dataset and then analyze these labels to apply to the rest of the dataset. Some key questions need to be answered when...
Sep 19, 2022 | Industry Trends, New Technology
In our previous post we described the technique for assigning categories to data, based on input from content experts within a “training database”. This technique is effective for summarizing large, text-heavy data into specific categories for summaries and improved...
Sep 19, 2022 | Industry Trends, New Technology
Predicting when a competing product will be approved is essential in any commercial forecast and for any business insights team with their eye on the market. Here at OZMOSI, we have been spending our summer building out a machine learning approach to further improve...
