Aisha Naseer Butt

Title: Aisha Naseer Butt: Innovator in Machine Learning and Medical Records Analysis

Introduction

Aisha Naseer Butt is an innovative inventor based in Hayes, Middlesex, GB. She has made significant contributions to the fields of machine learning and medical records analysis. Although she currently holds no granted patents, her work in developing advanced algorithms showcases her expertise and dedication to innovation.

Latest Patent Applications

Aisha's latest patent applications include two notable inventions. The first is titled "Inference Verification of Machine Learning Algorithms." This method involves verifying a trained machine learning algorithm by inputting a set of data samples into multiple trained algorithms to determine the consistency of their outcomes. If discrepancies are found, the first algorithm may be flagged as potentially defective.

The second application is "Method and Apparatus for Discovering a Sequence of Events Forming an Episode in a Set of Medical Records from a Patient." This apparatus aims to analyze medical records to identify sequences of events that characterize a medical condition. It utilizes a state transition learner and a clinical finding learner to extract and compute probabilities, ultimately grouping events into a coherent episode.

Conclusion

Aisha Naseer Butt is a promising inventor whose work in machine learning and medical records analysis has the potential to impact healthcare and technology significantly. Her innovative approaches to algorithm verification and medical data analysis highlight her commitment to advancing these fields.