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Versatile Algorithm For Safe And Accurate Deep Learning

Model-based robust deep learning algorithms allow for more accurate and robust predictions in varying environmental conditions.

Published: 10/30/2023
Inventor(s):
George Pappas, Seyed Hamed Hassani, Alexander Beck Robey
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems

Coherent Generation Of High-Dimensional Structured Light Using A Hyperdimensional Spin-Orbit Microlaser

The current invention describes next-generation high-capacity noise-resilient communication and computing technology. The invention describes a method to coherently generate high-dimensional structured light, including spin-orbit states, in an integrated and scalable way.

Published: 10/30/2023
Inventor(s):
Liang Feng, Zhifeng Zhang, Haoqi Zhao, Li Ge
Keywords(s):
Augmented Reality (AR) & Virtual Reality (VR), Optics & Photonics 
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems, Technology Classifications > Physical Sciences > Materials, Technology Classifications > Life Sciences > Imaging

Cloud-Based Machine Learning Platform for Real-Time Clinical Image Analysis

A cloud-based machine learning platform accessible by clinicians for real-time image analysis supporting multiple machine learning algorithms.

Published: 10/30/2023
Inventor(s):
Walter Witschey, Ari Borthakur
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Healthcare IT, Platform Technology, Radiology, Software
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Life Sciences > Imaging, Technology Classifications > Life Sciences > Research Tools & Reagents

Model Zoo: Machine Learning Model for Cases with Limited Data Sets or That Would Benefit from a Reduced and Selected Training Dataset

A machine learning classification algorithm that incorporates several smaller algorithms trained on specific tasks and selectively focuses on synergistic tasks to reduce data requirements while increasing accuracy.

Published: 10/30/2023
Inventor(s):
Rahul Ramesh, Pratik Chaudhari
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems

Machine learning algorithm derives scalable functional structures from natural evolutionary designs for aerospace engineering

A method to adapt natural structures for use in engineering and design applications.

Published: 10/30/2023
Inventor(s):
Masoud Akbarzadeh, Hao Zheng
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Platform Technology, Software
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems

Machine learning device for quickly identifying tissue malignancy during live surgery

Machine learning device for quickly identifying tissue malignancy during live surgery.

Published: 10/30/2023
Inventor(s):
Sunil Singhal, Gregory Kennedy, Feredun Azari, Sardar Azari
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Oncology, Platform Technology, Pulmonary, Radiology, Software
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Life Sciences > Imaging, Technology Classifications > Life Sciences > Medical Devices

Intuitive, easily operated bubble user interface for augmented reality

An augmented reality user interface that displays information as a series of nested bubbles in 3D virtual space.

Published: 10/30/2023
Inventor(s):
Stephen Lane, Matthew Boyd-Surka, Yaoyi Bai
Keywords(s):
Augmented Reality (AR) & Virtual Reality (VR)
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems

Motion and event detection in images using self-supervised neural networks

A method to detect motion or an indication of an event from images obtained from multiple cameras using self-supervised neutral networks unlike the currently available algorithms such as optical flow.

Published: 10/30/2023
Inventor(s):
Konstantinos Daniilidis, Alex Zhu
Keywords(s):
Software
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems, Technology Classifications > Physical Sciences > Robotics

MAJIQ and VOILA: the next generation for sequencing analyses

MAJIQ and Voila are two software packages that together detect, quantify, and visualize local splicing variations (LSV) from RNA-Seq data.

Published: 10/30/2023
Inventor(s):
Yoseph Barash
Keywords(s):
Curriculum & Copyright
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems

NETIFY

For online retailers who want to increase sales, NETIFY is a tool for creating real-time recommendation networks that match customers to provide social incentives to try new products. Unlike Amazon.com, recommendations do not come from a statistical engine, but from real people with personalities and histories who provide social encouragement to try new options. "It's Match.com for shopping."

Published: 10/30/2023
Inventor(s):
Damon Centola
Keywords(s):
Internet of Things
Category(s):
Technology Classifications > Physical Sciences > Computer Information Systems
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