Search Results - artificial+intelligence+(ai)+%26+machine+learning

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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

A Method to Design 2D Composite Sheets That Transform to 3D Curved Surfaces Having Optimal Mechanical Properties

A method for fabricating stronger 3D curved surfaces by stacking multiple layers of 2D sheets, each having a specified cutting pattern, into one composite material

Published: 10/30/2023
Inventor(s):
Shu Yang, Lishuai Jin, Daniel O'Brien, Michael Yeager
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Soft Materials, Software
Category(s):
Technology Classifications > Physical Sciences > Materials, Technology Classifications > Physical Sciences > Robotics, Technology Classifications > Life Sciences > Medical Devices

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

Method for Creating Super Resolution Medical Images

The deep learning algorithm retrospectively improves the resolution of routine medical images (e.g., CT, MRI, etc.) without the need for increased radiation or scan time. 

Published: 10/30/2023
Inventor(s):
Chamith Rajapakse
Keywords(s):
Aging, Artificial Intelligence (AI) & Machine Learning, Cell Therapy, Orthopedics, Radiology, Software
Category(s):
Technology Classifications > Life Sciences > Imaging

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

AI-Powered Optical Tool for Fluorescence-Guided Oncological Surgery

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Published: 10/30/2023
Inventor(s):
Sunil Singhal, Feredun Azari, Sardar Azari
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Imaging Agents, Infectious Disease, Oncology, Radiology
Category(s):
Technology Classifications > Life Sciences > Medical Devices, Technology Classifications > Life Sciences > Imaging

Spine TK: Deep learning AI toolkit for spine health assessment

Fast quantification of spine fractures, curvature, vertebral deformities, vertebral texture, vertebral strength, bone density, and intervertebral disk measurements using CT, MR, DXA, PET, or X-ray images for evaluation of spine health and surgery planning.

Published: 10/30/2023
Inventor(s):
Chamith Rajapakse
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Orthopedics, Radiology, Software
Category(s):
Technology Classifications > Life Sciences > Imaging, Technology Classifications > Life Sciences > Diagnostics

Scanner independent method for medical image standardization

A computer algorithm to standardize medical images acquired using positron emission tomography.

Published: 10/30/2023
Inventor(s):
Jayaram Udupa, Aliasghar Mortazi, Yubing Tong, Drew Torigian, Dewey Odhner
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Oncology, Radiology
Category(s):
Technology Classifications > Life Sciences > Imaging
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