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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
Glycosylated RNA in Exosome Extracellular Vesicles
Overview of experimental approach used to demonstrate exosome-mediated intercellular transfer of glycoRNAs Invention Summary: Exosomes play a significant role in diverse cellular functions and responses. These structures are believed to furnish cells with a signaling mechanism facilitated by the cargo enclosed within the exosome. This cargo...
Published: 5/28/2025   |   Inventor(s): Megerditch Kiledjian, Sunny Sharma, Xinfu Jiao
Keywords(s):  
Category(s): Technology Classifications > Therapeutics, Technology Classifications > Gene Therapy
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