Search Results - data+science

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Invention Summary: The R/ECONTM Input-Output Model (I-O) shows how sectors of an economy interact. For a given industry, the model shows the “production recipe” for the goods and services the industry sells and the shares of its revenues that are consumed by other industries in the economy. The R/ECONTM I-O model’s generates estimates...

Published: 6/5/2024 | Inventor(s): Michael Lahr

Keywords(s): Data Science

Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms

High-Speed Computational System for Big Data Processing

Computational architecture to address the challenge of large data volume in search engines. Problem: Executing big data applications such as search engines is energy expensive and requires high throughput data processing. Part of the inefficiency data comes from accessing data between local storage and memory and cloud storage. Additionally, the ratio...

Published: 5/3/2024 | Inventor(s): Jing Li, Jialiang Zhang

Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Software

Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems

Efficient Data Processing: TeShu Unleashes Speed, Adaptability, And Simplified Optimization

A versatile system that optimizes and adapts data shuffling in distributed systems, simplifying complex operations and enhancing overall performance. Problem: Large-scale data analytics in modern data centers involve three main steps: workers process data independently (compute), preliminary results can be locally processed (combine), and data is...

Published: 6/18/2024 | Inventor(s): Boon Loo, Vincent Liu, Qizhen Zhang, Jiacheng Wu

Keywords(s): Data Science, Software

Category(s): Technology Classifications > Computer Information Systems

Hidden Antibiotics In The Human Proteome For The Treatment Of Antibiotic-Resistant Infections

Antimicrobial peptides computationally mined from the human proteome. Problem: Novel antibiotics are needed to counter the emergence of drug-resistant bacteria as traditional discovery approaches have not yielded new classes of antimicrobials for decades. Antimicrobial resistance (AMR) is a growing public health concern and, thus far, no significant...

Published: 1/5/2024 | Inventor(s): Cesar de la Fuente-Nunez, Marcelo Der Torossian Torres, Marcelo Dos Reis Melo

Keywords(s): Bioengineering, Data Science, Infectious Disease, Protein/Peptide (Non-Antibody)

Category(s): Technology Classifications > Therapeutics

Human-AI Hybrid Intelligence Model to Accurately Recognize and Segment Organs on Medical Scans 70% Faster Than Physicians

AAR-DL (Automatic Anatomy Recognition – Deep Learning) is a hybrid intelligence recognition and delineation segmentation model that outputs automatically delineated organs in medical images by combining natural intelligence’s (i.e., human knowledge’s) and artificial intelligence's strengths to map organs and their boundaries in...

Published: 6/24/2024 | Inventor(s): Jayaram Udupa, Tiange Liu, Dewey Odhner, Chao Jin, Yubing Tong, Drew Torigian

Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Healthcare IT, Oncology, Platform Technology, Radiology, Software

Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Diagnostics, Technology Classifications > Imaging

Transportation Infrastructure Degradation Prediction Using Artificial Intelligence

Automated infrastructure: Integration of diverse data Invention Summary: The degradation monitoring of infrastructure, such as roads and railways, in the US faces challenges due to the vastness of the network and limited resources for continuous inspection. Artificial Intelligence (AI) can play a vital role by predicting infrastructure degradation...

Published: 4/21/2024 | Inventor(s): Xiang Liu

Keywords(s): Data Science

Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms

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. Problem: Due to evolutionary pressures, structural systems in nature are optimized for their specific function and form. However, these specific constraints create difficulties for humans in interpreting and understanding the underlying design rules. For example,...

Published: 6/25/2024 | Inventor(s): Masoud Akbarzadeh, Hao Zheng

Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Platform Technology, Software

Category(s): Technology Classifications > Computer Information Systems

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. Problem: Recent developments in deep-learning algorithms have led to a rapid rise in the use of machine learning for diagnostic image analysis. This application of machine learning and artificial intelligence...

Published: 10/16/2023 | 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 > Diagnostics, Technology Classifications > Research Tools & Reagents, Technology Classifications > Computer Information Systems, Technology Classifications > Imaging

Machine learning device for quickly identifying tissue malignancy during live surgery

Machine learning device for quickly identifying tissue malignancy during live surgery. Problem: When a patient presents with potentially malignant pulmonary tissue via pre-operative imaging, surgery and early removal of the cancerous tissue is their best avenue for treatment. However, when proceeding with the operation, the surgeon must remove a...

Published: 2/12/2024 | 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 > Diagnostics, Technology Classifications > Medical Devices, Technology Classifications > Computer Information Systems, Technology Classifications > Imaging

Controllable Quantum Point Junction on the Surface of an Antiferromagnetic Topological Insulator

Depiction of a magnetic domain wall (a) and a step edge (b) on the surface of an antiferromagnetic (alternating black arrows) topological insulator creating quantum wires that can intersect (c) to form a stable quantum point junction (QPJ). Invention Summary: Surface and edge-state engineering of topological materials offers great promise for...

Published: 6/13/2024 | Inventor(s): David Vanderbilt, Justin Wilson, Jedediah Pixley, Nicodemos Varnava

Keywords(s): Data Science, Electronics

Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Electronics/Semiconductor

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