Jonas Beachey Kemp

Title: Innovations by Jonas Beachey Kemp

Introduction

Jonas Beachey Kemp is a notable inventor based in Sunnyvale, CA. He has made significant contributions to the field of healthcare technology through his innovative patents. With a total of 2 patents, Kemp is recognized for his work in predicting future patient health using advanced neural network techniques.

Latest Patents

Kemp's latest patents focus on processing clinical notes using recurrent neural networks. These methods, systems, and apparatuses include computer programs encoded on computer storage media. One of the key methods involves receiving electronic health record data for a patient. It generates a respective observation embedding for each observation, which includes processing the sequence of tokens in the clinical note using a clinical note embedding LSTM. This process generates a respective token embedding for each token and subsequently creates the observation embedding for the clinical note from these token embeddings. Furthermore, it generates an embedded representation by combining the observation embeddings of observations occurring during a specific time window to create a patient record embedding. The embedded representation of the electronic health record data is then processed using a prediction recurrent neural network to generate an output that characterizes the future health status of the patient.

Career Highlights

Jonas Beachey Kemp is currently employed at Google Inc., where he continues to innovate in the field of healthcare technology. His work has been instrumental in advancing the use of neural networks for health predictions.

Collaborations

Kemp has collaborated with notable coworkers, including Andrew M Dai and Alvin Rishi Rajkomar, who share his passion for leveraging technology to improve patient outcomes.

Conclusion

Jonas Beachey Kemp's contributions to the field of healthcare technology through his innovative patents demonstrate his commitment to improving patient health predictions. His work at Google Inc. and collaborations with other experts further highlight his impact in this vital area.