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Search Results - xinyue+wang
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Privacy Friendly Federated Missing Data Processing for Improved ML and Downstream Analysis
Cafe not only outperforms local and standard federated models but also surpasses centralized models that have full access to all the data, which is both surprising and groundbreaking. Invention Summary: Decentralized machine learning (ML) models, such as Federated Learning (FL), often face limitations due to incomplete data in distributed...
Published: 1/7/2025
|
Inventor(s):
Sitao Min
,
Jaideep Vaidya
,
Hafiz Asif
,
Xinyue Wang
Keywords(s):
Category(s):
Technology Classifications > Artificial Intelligence & Machine Learning
,
Technology Classifications > Software & Algorithms
A Method for Secure and Privacy-Preserving Feature Encoding to Enable Federated Data Augmentation and Input Validation
2-step overview of the method Invention Summary: Predictive analytics are essential for optimizing industrial processes, but distributed sensitive data lacks generalizability, suffers from bias, and can't be gathered centrally. Although federated learning and privacy-preserving methods solve data mining problems, they face scalability...
Published: 10/28/2024
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Inventor(s):
Jaideep Vaidya
,
Hafiz Asif
,
Xinyue Wang
,
Sitao Min
Keywords(s):
Category(s):
Technology Classifications > Artificial Intelligence & Machine Learning
,
Technology Classifications > Software & Algorithms
,
Technology Classifications > Software & Copyright
Natural Compound for Bitter Taste Masking
Reduces the Bitter Taste of Nutraceuticals and Medications, Improving Their Palatability This naturally occurring anti-bittering compound reduces the bitter taste of certain foods and pharmaceuticals, improving their palatability and consumption. Bitterness is one of the five basic taste modalities. People have strong aversions to bitterness, particularly...
Published: 2/20/2024
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Inventor(s):
Yu Wang
,
Jinpyo An
Keywords(s):
Category(s):
Technology Classifications > Human Health Care > Nutraceutical
,
Technology Classifications > Others > Others
SYNTHETIC DATA GENERATION WHILE PRESERVING OBSERVABLE AND MISSING DATA DISTRIBUTIONS
Model illustrating synthetic data generation Invention Summary: Developers and analysts often require large, accurately labeled datasets when training AI models, though it can be unrealistically time-consuming and expensive, and in many cases impossible due to privacy and confidentiality, to obtain real-world datasets. Algorithms...
Published: 4/25/2024
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Inventor(s):
Jaideep Vaidya
,
Hafiz Asif
,
Xinyue Wang
Keywords(s):
Category(s):
Technology Classifications > Artificial Intelligence & Machine Learning
,
Technology Classifications > Software & Algorithms
,
Technology Classifications > Software & Copyright
Real-Time PCR Assay for Specific Detection of Haemophilus influenzae Serotypes A and B
Haemophilus influenzae is responsible for life-threatening respiratory infections including meningitis. This assay allows for the qualitative detection of the bacterial meningitis pathogen H. influenzae serotype A (Hia) and serotype B (Hib) in fluid samples, without detecting any of the other serotypes of H. influenzae. This invention is capable of...
Published: 10/28/2024
|
Inventor(s):
Xin Wang
,
Cynthia Hatcher
,
Raydel Anderson
,
Mary Theodore
,
Leonard Mayer
,
Jennifer Thomas
Keywords(s):
CDC Docket Import
,
CDC Docket Import CDC Prosecuting
,
DA3XXX
,
DAXXXX
,
Detection
,
DXXXXX
,
HAEMOPHILUS
,
INFLUENZAE
,
OID-NCIRD-DBD
,
SELECTIVE
Category(s):
Collaboration Sought > Licensing
,
TherapeuticArea > Infectious Disease
,
Application > Diagnostics
Novel Zinc Metallochaperone (ZMC) Complexes for Treatment of p53-Mutated Cancers
A) Novel mechanism of action: a short exposure to ZMCs increases zinc levels in tumors enough to restore normal structure/function to mutant p53 which leads to p53 mediated cancer cell death. B) Novel formulation: Synthesizing ZMCs as a zinc-loaded complex (Zn-1) improves survival in a pancreatic cancer mouse model compared to the ZMC compound alone....
Published: 12/4/2024
|
Inventor(s):
Darren Carpizo
,
David Augeri
,
Spencer Kimball
,
Xin Yu
Keywords(s):
Anti-cancer
,
Small molecules
Category(s):
Technology Classifications > Healthcare & Life Sciences
,
Technology Classifications > Therapeutics
Silk Wrinkles: Tuning Structural Protein Coformation for Dynamic, Responsive, Multifunctional Micropatterns
PROBLEM Protein micropatterning and nanopatterning have long provided sophisticated strategies for a wide range of applications including biointerfaces, tissue engineering, optics/photonics, and bioelectronics. In recent years, various micro- and nanofabrication technologies have been utilized to transform a water-based suspension of silk protein into...
Published: 9/30/2020
|
Inventor(s):
Fiorenzo Omenetto
,
Yu Wang
Keywords(s):
Category(s):
Biomaterials
Disturbed Self-assembly: Growing Block Copolymer Nanosheet (BCNS) Densely and Naturally
AbstractNanosheet plays an important role in the development of clinical therapeutics and diagnostics e.g., bioimaging/sensing, drug delivery systems and tissue engineering. As one of the most important approaches to preparing nanomaterials, self-assembly is able to give rise to various nanostructures from zero-dimension nanoparticles to three-dimension...
Published: 10/8/2024
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Inventor(s):
Yu Wang
,
Weihong Zhong
Keywords(s):
Category(s):
Technologies > Next Generation Materials & Technology > Nanotechnology
Functionalized Porous Polymer Nanocomposites via Introducing Functional Components into Emulsion Systems
AbstractFunctional porous polymer films are of great interest to academia as well as industry for a variety of applications, such as gas separation, water purification and sensors. A porous structure can not only reduce the density of the material, but can also remarkably increase the surface/interface area, which can be used for various functionalizations....
Published: 10/8/2024
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Inventor(s):
Yu Wang
,
Weihong Zhong
,
Bin Li
Keywords(s):
Category(s):
Technologies > Energy & Environment > Clean Tech
Adhesive Conductive Binder for Battery Electrodes
Abstract Researchers at WSU have developed a high-performance hybrid conductive adhesives (HCA), which showed strong adhesion properties, high ionic and electric conductivities and good elasticity.Energy storage devices are in desperate need of high-performance binder materials that can maintain good/stable contact among all the components and at the...
Published: 10/8/2024
|
Inventor(s):
Yu Wang
,
Weihong Zhong
Keywords(s):
Category(s):
Technologies > Energy & Environment > Clean Tech
,
Technologies > Next Generation Materials & Technology > Advanced Materials
,
Technologies > Energy & Environment > Electrical/Electronics
,
Technologies > Energy & Environment > Energy
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