Saama Blog

Leveraging AI to Design Optimized Clinical Trials
Conducting clinical trials is an essential aspect of carrying out business for pharmaceutical and healthcare companies. It is well-known that the entire pro...
Mon, 8 Feb, 2021 at 2:46 PM
Blockchain Smart Contract Security
Blockchains are replicated, decentralized shared ledger. Smart contracts are digital protocols that allow us to work with digital assets and allow executing...
Mon, 8 Feb, 2021 at 2:49 PM
Poincarè Embeddings for Representing Hierarchical Data
Neural Networks are able to understand and work with numerical data. However, there is no easy way to convert the data into numbers when it comes to text an...
Mon, 8 Feb, 2021 at 2:51 PM
Quantization and the Need for TPUs
Machine learning can be compared to a play you see in a theatre. Imagine you are the producer of this play and that the director has assured you that he has...
Mon, 8 Feb, 2021 at 2:52 PM
Analytics Trends 2018: Blockchain and AI to Accelerate Clinical Trials Transformation
With more than 60% of clinical trials exceeding their planned timelines and budgets, pharmaceutical industry, patients, and regulatory agencies are looking ...
Mon, 8 Feb, 2021 at 2:53 PM
Reflections 2017: All Roads Lead to Excellence in Data Analytics Solutions and Services
As I look back at our accomplishments in 2017, I am delighted at the progress we have made on many fronts to make Saama a very relevant contributor to the l...
Mon, 8 Feb, 2021 at 2:54 PM
Increasing The Value of Adaptive Trials
The recent 21st Century Cures Act, and subsequent comments by FDA Commissioner Scott Gottlieb, point out a number of reasons why adaptive trial designs make...
Mon, 8 Feb, 2021 at 2:54 PM
Different Kinds of Convolutional Filters
There are multiple convolutional filters available for us to use in Convolutional Neural Networks (CNNs) to extract features from images. In this blog, I wi...
Mon, 8 Feb, 2021 at 2:55 PM
Applications of Signal Processing in Machine Learning
Data is available abundantly in today’s world. However, it is noisy most of the time. In this article, Archana Iyer discusses some filter processing techniq...
Mon, 8 Feb, 2021 at 2:56 PM
Lab Data Generation: Evaluation of Data Simulation Approaches and a General Solution
Most of the time, not enough sample clinical data is available due to various reasons. This sample data is essential for running analytics for development a...
Mon, 8 Feb, 2021 at 2:57 PM