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Architecture for Generating Synthetic Medical Data
Learning without sharing medical images
Segmentation using synthetic images
Invention Summary:
Large volumes of data are necessary to train machine learning (ML) algorithms (especially for medical image analysis.) HIPAA and other privacy regulations make it difficult to obtain sufficiently large volumes of disease related images (e.g., from...
Published: 5/15/2024
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Inventor(s): Qi Chang, Dimitris Metaxas, Hui Qu, Yikai Zhang
Keywords(s): Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Imaging, Technology Classifications > Artificial Intelligence & Machine Learning
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Single Atom Catalyst on Holey Graphene Nanoplatelets
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Invention Summary:
The drive to replace precious platinum group metal (PGM)-based oxygen reduction reaction (ORR) catalysts has boosted the research and development of PGM free single-atom catalyst. However, numerous challenges remain in large scale practical application, efficiency, and...
Published: 10/21/2024
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Inventor(s): Huixin He, Qingdong Li, Jenny Lockard
Keywords(s): Catalysts, Graphene technology
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Polymers/Composites/Materials, Technology Classifications > Catalysts
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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
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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
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Scalable Fabrication of Pristine Holey Graphene Nanoplatelet
Invention Summary:
Rutgers Researchers have developed a novel and scalable approach to fabricate pristine holey graphene nanoplatelets nearly free of defects and metal residues via dry microwave irritation. The hole edges can be controlled to be rich in zigzag geometry, which is the preferred structure for catalytic and electronic applications.
The...
Published: 10/21/2024
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Inventor(s): Huixin He, Keerthi Savaram, Qingdong Li
Keywords(s): Catalysts, Graphene technology
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Polymers/Composites/Materials, Technology Classifications > Nanotechnology
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