This inventor holds 2 USPTO granted patents and 4 published patent applications. Top assignees: Astec Co., Ltd., Astec, Inc.. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Donato Perugini: Innovator in Non-Invasive Genetic Testing
Introduction
Donato Perugini is a notable inventor based in Adelaide, Australia. He has made significant contributions to the field of genetic testing through his innovative approaches. With a total of 2 patents, his work focuses on utilizing artificial intelligence to enhance the accuracy and efficiency of genetic assessments.
Latest Patents
One of Perugini's latest patents is a "Method and system for performing non-invasive genetic testing using an artificial intelligence (AI) model." This invention employs an AI-based computational system to non-invasively estimate the presence of various aneuploidies and mosaicism in embryo images prior to implantation. The system groups aneuploidies and mosaicism with similar risks and trains separate AI models for each group. These models are then combined using techniques such as Ensemble or Distillation approaches to create a comprehensive model capable of identifying a wide range of risks associated with embryo implantation.
Another significant patent is the "Method and system for selecting embryos." This AI computational system generates an embryo viability score from a single image to assist in selecting embryos for implantation during In-Vitro Fertilisation (IVF) procedures. The AI model utilizes deep learning methods to analyze images, identifying the Zona Pellucida region and correlating it with ground truth labels, such as the detection of a heartbeat during a six-week ultrasound scan.
Career Highlights
Throughout his career, Donato Perugini has worked with various companies, including Astec Co., Ltd. and Astec, Inc. His innovative contributions have positioned him as a key figure in the field of reproductive technology and genetic testing.
Collaborations
Perugini has collaborated with notable individuals such as Jonathan Michael MacGillivray Hall and Michelle Perugini. These partnerships have further enhanced his research and development efforts in the realm of artificial intelligence and genetic testing.
Conclusion
Donato Perugini's work exemplifies the intersection of technology and healthcare, particularly in the field of genetic testing. His innovative patents reflect a commitment to improving embryo selection processes and advancing reproductive technologies.