Search Results - data+science

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Physical Neural Network for Fast, Scalable, and Power-Efficient Machine Learning Computation

A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets.

Published: 10/24/2024
Inventor(s):
Samuel Dillavou, Douglas Durian, Andrea Liu, Menachem (Nachi) Stern, Marc Miskin
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Electronic Materials, Internet of Things, Nanotechnology, Software
Category(s):
Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components

High-Speed Computational Architecture For Reduced Latency In Big Data Processing

Novel computational architecture designs to reduce the latency time to process large volumes of data utilizing the reconfiguration of memory and storage; streamlining read/write functions to include computational logic within the register file; and programmable schedule and memory utilization within a configurable load/store unit.

Published: 11/8/2024
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.

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.

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 the given images.

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

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: 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.

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.

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

Methods, systems and computer readable media for detecting covert timing channels

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Published: 1/23/2024
Inventor(s):
Andreas Haeberlen
Keywords(s):
Data Science, Software
Category(s):
Technology Classifications > Computer Information Systems

The g3mclass Software for Multiclass Disease Diagnosis and Reporting.

Diagnostic software to stratify patients on biomarkers and therapeutic targets.

Published: 2/12/2024
Inventor(s):
Marina Guvakova
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Drug Target, Immunoncology, Men's Health, Neurology, Obesity, Metabolic Disease and Diabetes, Oncology, Software, Surgery, Women's Health
Category(s):
Technology Classifications > Animal Health, Technology Classifications > Diagnostics, Technology Classifications > Therapeutics, Technology Classifications > Testing & Measurement