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Real-Time Program-Specific Log Consolidation for Intrusion Detection
Advantages Reduces logs 219× for efficient data storage Performs real-time analysis with zero offline cost Minimizes memory use through subject activity consolidation Maintains high detection accuracy with low alert fatigue Summary Enterprises today are increasingly targeted by Advanced Persistent Threats (APTs), stealthy, long-term attacks...
Published: 5/30/2025   |   Inventor(s): Yao Liu, Xiao Han, Zhuo Lu
Keywords(s): Computer Science, Cybersecurity
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Datasets
Layer-Wise Filter Thresholding
Advantages Layer-Specific Dynamic Thresholding High Compression with Accuracy Preservation No Retraining Required Profiling-Driven Pruning Strategy Edge-Device Friendly Architecture Summary Deploying AI on IoT edge devices is limited by the high computational and memory demands of traditional convolutional neural networks (CNNs). These constraints...
Published: 5/30/2025   |   Inventor(s): Srinivas Katkoori, Lakshmi Kavya Kalyanam
Keywords(s): Artificial Intelligence, Internet of Things / IoT
Category(s): Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Empowering Resource-Constrained IoT Edge Devices: A Hybrid Approach for Edge Data Analysis
Advantages Optimized for low-power, memory-constrained IoT hardware Boosts model accuracy with minimal computational cost Reduces energy usage through efficient inference methods Enables real-time, on-device decision-making Easily scalable for diverse IoT applications Summary As the Internet of Things (IoT) continues to scale across industries—from...
Published: 5/30/2025   |   Inventor(s): Srinivas Katkoori
Keywords(s): Datasets, Internet of Things / IoT
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Data/AI > D/AI Imaging
Stepped OFDM with Random Pattern
Advantages Increases maximum unambiguous velocity Enhances velocity and range resolution Enables joint radar and communication in a single waveform Reduces hardware complexity (single ADC) Maintains radar performance with randomized patterns Summary The rapid growth of mobile networks and radar systems has created an urgent need for high-performance...
Published: 5/30/2025   |   Inventor(s): Joshua Ranstrom, Gokhan Mumcu, Mingzhe Bian, Huseyin Arslan
Keywords(s): Radar/ Lidar Systems, Telecommunication / Wireless Communication
Category(s): Technology Classifications > Computer Science > C/S Sensors, Technology Classifications > Electronics > Electronics Telecommunications
First in class Small Molecule Agonists of the mammalian Relaxin family receptor 1 (RXFP1) and use in treatment of cancer, fibrotic, and vascular disorders (HHS Ref No. E-145-2024-0-US-02)
It is well documented in literature that activation of RXFP1 by relaxin induces: 1) up-regulation of the endothelin system which leads to vasodilation; 2) extracellular matrix remodeling through regulation of collagen deposition, cell invasiveness, proliferation, and overall tissue homeostasis; 3) a moderation of inflammation by reducing levels of inflammatory...
Published: 5/29/2025   |   Inventor(s): Juan Marugan, Mark Henderson, Kenneth Wilson, Wenwei Huang, Wenjuan Ye, Noel Southall, Jiankang Jiang, Khalida Shamim, Bing Li, Alexander Agoulnik, Abhijeet Kapoor, Joshua Hutcheson, Ana Cabrera, Irina Agoulnik
Keywords(s):  
Category(s): Application > Therapeutics, Application > Research Materials, TherapeuticArea > Oncology, TherapeuticArea > Cardiology, TherapeuticArea > Pulmonology, TherapeuticArea > Dermatology, TherapeuticArea > Reproductive Health, TherapeuticArea > Geriatrics
Wireless Sensors for Breast Milk Monitoring
NU 2024-030 INVENTORS John Rogers* Craig Garfield Matthew Grayson Jihye Kim Seyong Oh Daniel Robinson Jennifer Wicks Jaeyoung Yoo SHORT DESCRIPTION A compact, wireless, wearable bioimpedance sensor system for real-time monitoring of breast milk volume during breastfeeding. BACKGROUND Traditional methods for assessing milk intake rely...
Published: 5/29/2025   |   Inventor(s):  
Keywords(s):  
Category(s): Life Sciences > Healthcare Devices, Tools & IT
BAC Transgenic Prox1CreERT2 Mouse Line: Allows for Deletion of 'Floxed' Genes Specifically in the Lymphatic Vasculature
Advantages Distinct BAC backbone allows for transgene integration on a separate chromosome, avoiding linkage and complex breeding schemes observed in current strains. Demonstrates >90% Cre-mediated excision in Prox1+ lymphatic endothelial cells, outperforming previous models which demonstrate ~60-70%. Restricts recombination to lymphatic vasculature...
Published: 5/29/2025   |   Inventor(s): Joshua Scallan
Keywords(s): Animal Models
Category(s): Technology Classifications > Research Tools/Copyright > Animal Models
DGR-MIL: Diverse Global Representation in Multiple Instance Learning
Histological whole slide image (WSI) processing techniques are critical for identifying and classifying tissues, particularly cancerous tissues. AI-aided methods for analyzing these WSIs have become increasingly important to enhance diagnostic precision and high throughput processing. However, WSIs have gigapixel resolution, leading to computational...
Published: 5/28/2025   |   Inventor(s): Wenhui Zhu, Xiwen Chen, Peijie Qiu, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs)
Mouse Models for Studying Hyperglycemia-induced Hyperfiltration via NOS1 and NKCC2 Proteins (NOS1Cre / NKCC2ftox / NOS1Cre-NKCC2ftox Mice)
Advantages Future applications for treatment of diabetic nephropathy Three mouse models for utilization in diabetic research Defined mechanism behind glomerular hyperfiltration Summary Our inventors have discovered a novel mechanism of hyperglycemia-induced hyperfiltration via the NOS1 and NKCC2 proteins within the body. By increasing the level...
Published: 5/28/2025   |   Inventor(s): Ruisheng Liu
Keywords(s): Animal Models
Category(s): Technology Classifications > Research Tools/Copyright > Animal Models
Mouse Models for Studying Hyperglycemia-induced Hyperfiltration via NOS1 and NKCC2 Proteins (NOS1Cre / NKCC2ftox / NOS1Cre-NKCC2ftox Mice)
Advantages Future applications for treatment of diabetic nephropathy Three mouse models for utilization in diabetic research Defined mechanism behind glomerular hyperfiltration Summary: Our inventors have discovered a novel mechanism of hyperglycemia-induced hyperfiltration via the NOS1 and NKCC2 proteins within the body. By increasing the level...
Published: 5/28/2025   |   Inventor(s): Ruisheng Liu
Keywords(s): Animal Models
Category(s): Technology Classifications > Research Tools/Copyright > Animal Models
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