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ID
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Disassembly Lea
r
ning Catalyst (DLC)
Technology Summa
r
y This technology employs enhanced multilayer direct disassembly networks (MDDNs) derived from CAD assemblies to model and optimize product disassembly sequences. Using knowledge graphs converted from MDDNs, a generative adversarial network (GAN) framework with generative and discriminator components is trained to produce synthetic...
Published: 1/29/2026
|
Inventor(s):
Je
r
emy Rickli
,
Joao Paulo Jacomini P
r
ioli
Keywords(s):
Category(s):
Technology Catego
r
y > Computer Software
,
Technology Catego
r
y > Engineering
,
Technology Catego
r
y > Physical Sciences
,
Technology Catego
r
y > AI (Artificial Intelligence)
,
Technology Catego
r
y > Catalysts
Lesion Estimation with Geomet
r
ic Object Measurement (LE-GEOM) (Case No. 2025-077)
Summa
r
y: UCLA researchers in the Department of Radiology have developed a novel, automated approach for tumor assessment by determining RANO-compliant tumor diameters from tumor segmentation data. Background: MRI tumor measurements are critical in both clinical trials and clinical practice. Traditionally, radiologists manually assessed tumors by...
Published: 1/29/2026
|
Inventor(s):
Benjamin Ellingson
,
F
r
ancesco Sanvito
,
Catalina
R
aymond
Keywords(s):
Category(s):
Life Science
R
esearch Tools
,
Life Science
R
esearch Tools > Microscopy And Imaging
,
Medical Devices
,
Medical Devices > Medical Imaging
,
Softwa
r
e & Algorithms
,
Softwa
r
e & Algorithms > AI Algorithms
,
Softwa
r
e & Algorithms > Image Processing
,
Softwa
r
e & Algorithms > Bioinformatics
Poly(phenylene sulfide) Gels and Ae
r
ogels
THE CHALLENGE The key challenge in comme
r
cializing high-performance porous materials like poly(phenylene sulfide) aerogels lies in the complex, costly, and environmentally taxing manufacturing processes currently required. Traditional methods depend on toxic or high-boiling-point solvents and energy-intensive drying techniques such as supercritical...
Published: 1/29/2026
|
Inventor(s):
R
obert Moore
,
Ga
r
rett Godshall
,
Ch
r
istopher Williams
,
Daniel
R
au
Keywords(s):
Category(s):
Technology Classifications > Chemicals/Mate
r
ials
Polya
r
yletherketone (paek) Gels and Aerogels
THE CHALLENGE Developing lightweight high-pe
r
formance aerogels from advanced polymers like PEEK and PEKK presents a major business and manufacturing challenge due to the complex and costly processing these materials require. Their exceptional thermal and chemical stability make them ideal for demanding applications in aerospace energy and environmental...
Published: 1/29/2026
|
Inventor(s):
R
obert Moore
,
Glenn Spie
r
ing
,
Michelle Pomatto
Keywords(s):
Category(s):
Technology Classifications > Chemicals/Mate
r
ials
Polyeste
r
Gels and Aerogels
THE CHALLENGE Polyme
r
aerogels offer a unique combination of ultralow density, high porosity, and very low thermal conductivity, making them highly promising for industrial applications in energy storage, aerospace, filtration, and thermal insulation. Their lightweight and tunable mechanical properties give them an edge over traditional materials...
Published: 1/29/2026
|
Inventor(s):
R
obert Moore
,
Ga
r
rett Godshall
Keywords(s):
Category(s):
Technology Classifications > Chemicals/Mate
r
ials
,
Technology Classifications > Additive Manufactu
r
ing
Sca
r
Net: A Novel Foundation Model for Automated Myocardial Scar Quantification from Late Gadolinium-Enhancement Images
SHO
R
T DESCRIPTION ScarNet is an AI-powered foundation model that automates myocardial scar detection from cardiac MRI images with high accuracy and rapid processing for clinical decision-making. INVENTORS Daniel Kim*, PhD Knight Family Professor of Cardiac Imaging & Professor of Radiology, Northwestern University Feinberg...
Published: 1/29/2026
|
Inventor(s):
Keywords(s):
Category(s):
Physical Sciences > Softwa
r
e & Services
Non-invasive Diagnostic fo
r
Meningiomas
Application A non-invasive molecula
r
diagnostic tool that reliably predicts the tumor characteristics and risk of recurrence of meningiomas. Key Benefits Combines meningioma gene expression data, construction of a gene interaction network, and tumor histology data to diagnose and predict clinical outcomes. Complete analytical handling from specimen...
Published: 1/28/2026
|
Inventor(s):
Ali Alawieh
,
Youssef Ismail
,
Tomas Ga
r
zon-Muvdi
Keywords(s):
Algo
r
ithm, AI, and Machine Learning
,
Bioma
r
kers
,
Oncology T
r
eatments
,
Pe
r
sonalized Medicine
,
Platfo
r
m
,
Sc
r
eening Assays
Category(s):
TechPub Algolia > Diagnostics
Sulfonyl-t
r
iazole activators for cell-selective glycolysis enhancement in cancer and Parkinson’s disease
Backg
r
ound Cellular metabolism is a central regulator of immune cell function and neuronal survival, making it a promising therapeutic target in both cancer and neurodegenerative disease. In solid tumors, tumor-infiltrating lymphocytes (TILs) frequently succumb to metabolic exhaustion due to the nutrient-depleted and immunosuppressive microenvironment,...
Published: 1/27/2026
|
Inventor(s):
Ku-Lung Hsu
,
Xiaoding Jiang
,
Xiaolu Camb
r
onne
Keywords(s):
Category(s):
Life sciences > The
r
apeutics > Formulation
,
Life sciences > The
r
apeutics > Drug discovery
Mic
r
oneedle array coating technology for enhanced stability and targeted delivery of mRNA and biologics
A mic
r
oneedle-based system uses cryogenically pre-cooled needles coated via thin-film freeze-coating to preserve mRNA stability, enabling efficient, multi-therapeutic intradermal delivery of temperature-sensitive drugs. Background The field of advanced drug delivery systems has grown substantially as the biomedical industry grapples with the complexities...
Published: 1/27/2026
|
Inventor(s):
Zheng
r
ong Cui
,
Michael Sandoval
,
R
obert Williams
,
D
r
ew Weissman
,
Qin Li
Keywords(s):
Category(s):
Life sciences > The
r
apeutics > Drug discovery
A mic
r
oneedle-based resonant sensor system for continuous, wireless monitoring of wound and physiological states
This technology uses gold-coated mic
r
oneedles and wireless sensors to directly sample wound fluid, detecting infection and other changes in real time. Data is analyzed with machine learning and sent to clinicians for early, continuous wound monitoring. Background Wound monitoring is a critical aspect of healthcare, especially for patients recovering...
Published: 1/27/2026
|
Inventor(s):
James Cla
r
ke
,
Miles Massidda
,
Joseph Schmidt
,
C
r
istina Checka
,
Scott Alpa
r
d
Keywords(s):
Category(s):
Life sciences > Medical technology > Medical devices
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