Sean Kerman

Title: The Innovative Contributions of Sean Kerman

Introduction

Sean Kerman, an accomplished inventor based in Provo, UT, has made significant strides in the field of biomedical technology with a total of five patents to his name. His groundbreaking work focuses on utilizing photoplethysmogram (PPG) signals to predict vital health metrics, which has the potential to greatly enhance patient monitoring and health assessments.

Latest Patents

Among Sean's latest patents is the technology for predicting respiratory rate from a photoplethysmogram. This innovation employs an artificial neural network model that trains using PPG data to accurately forecast respiratory rates. The model consists of convolutional layers designed to filter out artifacts in the PPG signal, a fast Fourier transform layer to convert the signal into frequency representations, and a dense layer that decodes these representations into respiratory rate predictions. The resulting predictions can be derived from PPG data generated by a pulse oximeter, showcasing a fusion of advanced analytics and health monitoring.

Additionally, Kerman has developed a similar technology for heart rate prediction from PPG signals. This invention utilizes a method akin to his respiratory rate model, where an artificial neural network is trained to interpret PPG data and output heart rate predictions. By employing the same layers within the model structure, Kerman's technology promises to deliver precise heart rate assessments, thereby providing healthcare professionals with crucial real-time data.

Career Highlights

Sean Kerman is currently employed at Owlet Baby Care, Inc., a company dedicated to providing innovative solutions to ensure the safety and health of infants. His role in this organization allows him to pursue his passion for research and development, ultimately leading to innovations that can significantly improve pediatric healthcare.

Collaborations

Throughout his career, Kerman has collaborated with talented individuals such as Tanner Christensen and Chris Hettinger. These partnerships have fostered an environment of creativity and shared expertise, which is essential for developing meaningful innovations in healthcare technology.

Conclusion

Sean Kerman exemplifies the spirit of innovation through his dedication to advancing healthcare technologies. With five patents under his belt, particularly in the application of artificial intelligence to predict vital signs, his contributions reflect a commitment to improving patient outcomes. As he continues to collaborate with skilled colleagues at Owlet Baby Care, Kerman's work will undoubtedly pave the way for future advancements in health monitoring solutions.