Company Filing History:
3 out of 200 
1 out of 131,611 
Years Active: 2019-2023
Title: Leila Pishdad: Innovator in Deep Learning and Therapy Control
Introduction
Leila Pishdad is a prominent inventor based in Toronto, Canada. She has made significant contributions to the fields of deep representation learning and image-guided therapy systems. With a total of three patents to her name, her work showcases her innovative spirit and technical expertise.
Latest Patents
One of her latest patents is titled "Apparatus for Deep Representation Learning and Method Thereof." This invention involves an apparatus that utilizes a neural network to provide similar content based on user queries. It includes a memory for storing instructions and a processor that executes these instructions to obtain similarity values between a user query and various images. The system ranks these similarity values and identifies the most similar image based on the highest rank. The similarity neural network is trained using a divergence neural network to enhance its accuracy.
Another notable patent is "Therapy Control Using Motion Prediction Based on Cyclic Motion Model." This invention describes an image-guided therapy delivery system that generates a therapy beam directed at a time-varying target within a therapy recipient. The system includes an imaging input to receive information about the target locus and a therapy controller that predicts the target locus using earlier imaging data and a cyclic motion model. This innovation aims to improve the alignment of therapy delivery with the predicted target.
Career Highlights
Leila has worked with esteemed companies such as Elekta, Inc. and Samsung Electronics Co., Ltd. Her experience in these organizations has allowed her to develop and refine her innovative ideas in medical technology and artificial intelligence.
Collaborations
Throughout her career, Leila has collaborated with notable professionals, including Rupert Brooks and Michel Moreau. These partnerships have contributed to her success and the advancement of her inventions.
Conclusion
Leila Pishdad is a trailblazer in the fields of deep learning and therapy control. Her patents reflect her commitment to innovation and her ability to address complex challenges in technology and healthcare. Her work continues to inspire future advancements in these critical areas.