Marien Ochoa-Mendoza

Title: Marien Ochoa-Mendoza: Innovator in Fluorescence Lifetime Imaging

Introduction

Marien Ochoa-Mendoza is a notable inventor based in Troy, NY (US). She has made significant contributions to the field of fluorescence lifetime imaging, showcasing her expertise through her innovative patents. With a total of 2 patents, her work is paving the way for advancements in imaging technology.

Latest Patents

One of her latest patents focuses on fluorescence lifetime imaging using deep learning. This invention provides an apparatus that includes a deep neural network (DNN). The DNN consists of a first convolutional layer, several intermediate layers, and an output layer. The first convolutional layer is designed to receive fluorescence lifetime imaging (FLI) input data. Each intermediate layer is configured to accept a respective intermediate input corresponding to the output of the prior layer. Furthermore, each intermediate layer generates a respective intermediate output related to the received input. The output layer is responsible for delivering estimated FLI output data based on the received input data. Notably, the DNN is trained using synthetic data, enhancing its effectiveness in imaging applications.

Career Highlights

Marien Ochoa-Mendoza is affiliated with Rensselaer Polytechnic Institute, where she continues to contribute to research and innovation in her field. Her work is characterized by a commitment to advancing technology and improving imaging techniques.

Collaborations

Some of her notable coworkers include Jason Tyler Smith and Ruoyang Yao, who collaborate with her on various projects and research initiatives.

Conclusion

Marien Ochoa-Mendoza is a pioneering inventor whose work in fluorescence lifetime imaging is making a significant impact in the field. Her innovative patents and collaborations reflect her dedication to advancing technology and improving imaging methodologies.