Marco Amoroso

Title: Marco Amoroso: Innovator in Medical Image Analysis

Introduction

Marco Amoroso is a prominent inventor based in Sydney, Australia. He has made significant contributions to the field of medical imaging through his innovative patent. His work focuses on the automated analysis of medical images, which has the potential to enhance diagnostic accuracy and efficiency in healthcare.

Latest Patents

Marco holds a patent for "Systems and methods for automated analysis of medical images." This patent relates to detecting visual findings in anatomical images. The methods involve inputting anatomical images into a neural network to output a feature vector. Subsequently, an indication of visual findings being present in the images is computed by a dense layer of the neural network. This layer takes the feature vector as input and outputs an indication of whether each of the visual findings is present in the anatomical images. The neural network is trained on a dataset that includes anatomical images and labels associated with each visual finding. The visual findings may be organized as a hierarchical ontology tree. The training process evaluates the performance of neural networks in detecting visual findings and negation pairs, which consist of anatomical images where a first visual finding is identified in the absence of a second visual finding. Marco's innovative approach has led to the development of a system that can significantly improve the analysis of medical images.

Career Highlights

Marco Amoroso is currently associated with Annalise AI Pty Ltd, where he continues to work on advancements in medical imaging technology. His expertise in neural networks and image analysis has positioned him as a key player in the field. With a focus on improving healthcare outcomes, Marco's contributions are paving the way for more effective diagnostic tools.

Collaborations

Marco collaborates with talented individuals such as Dang-Dinh-Ang Tran and Jarrel Seah. Their combined expertise fosters an environment of innovation and creativity, driving forward the development of cutting-edge medical imaging solutions.

Conclusion

Marco Amoroso is a visionary inventor whose work in automated medical image analysis is making a significant impact in healthcare. His patent and ongoing contributions are set to enhance the accuracy and efficiency of medical diagnostics.