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Intraoperative Deep Learning Model for Imputation of the Continuous Central Venous Pressure (CVP) and Pulmonary Arterial Pressure (PAP) Waveforms From (Case No. 2024-224)
Summary: Researchers in the UCLA Department of Anesthesiology have developed a deep learning model to accurately represent and visualize hemodynamic waveforms, or blood flow patterns, with minimally invasive approaches. Background: Swan-Ganz (SG) catheters are used for precise cardiac hemodynamic evaluations. Indicated for patients with severe...
Published: 9/3/2024
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Inventor(s):
Maxime Cannesson
,
Sungsoo (Danny) Kim
,
Akos Rudas
,
Jeffrey Chiang
,
Ravi Pal
Keywords(s):
active learning
,
Algorithm
,
algorithm-based testing
,
arterial blood pressure (ABP)
,
Artifical Intelligence (Machine Learning, Data Mining)
,
artificial intelligence algorithms
,
blood cancers
,
blood flow management
,
Blood Pressure
,
Blood Proteins
,
cardiovascular monitoring
,
catheter
,
Catheterization
,
central venous pressure (CVP)
,
Computer Aided Learning
,
Continuous blood pressure monitoring
,
critical care
,
curriculum learning
,
Deep Learning
,
Deep learning-based sensing
,
deep-learning analysis algorithms
,
heart failure
,
hemodynamic monitoring
,
Machine Learning
,
non-invasive monitoring
,
Perceptual Learning
,
pulmonary arterial pressure (PAP)
,
Software & Algorithms
,
Swan-Ganz catheter
Category(s):
Software & Algorithms
,
Software & Algorithms > Digital Health
,
Software & Algorithms > Artificial Intelligence & Machine Learning
,
Medical Devices
,
Medical Devices > Monitoring And Recording Systems
Syringe Stabilization Device for Ultrasound-Guided Procedures (UCLA Case No. 2023-045)
Summary: UCLA researchers in the Department of Surgery have developed a novel, minimally invasive ultra-sounded guided metastatic mouse model and device enabling more secure and precise usage of in-plane ultrasound imaging of needles. Background: Cancer is the second leading cause of death globally and in the United States. Pancreatic cancer remains...
Published: 11/8/2023
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Inventor(s):
Amanda Labora
Keywords(s):
Breast Cancer
,
Cancer
,
cancer detection
,
Cancer Immunotherapy
,
Catheterization
,
In-plane ultrasound
,
Intratumoral drug delivery
,
Metastasis
,
metastatic mouse model
,
Mouse model
,
Orthotopic cancer models
,
Pancreatic cancer
,
Preclinical model development
,
Preclinical surgical innovation
Category(s):
Life Science Research Tools
,
Life Science Research Tools > Animal Imaging
,
Life Science Research Tools > Animal Models
,
Medical Devices > Medical Imaging
,
Therapeutics
,
Therapeutics > Oncology
,
Medical Devices > Medical Imaging > Ultrasound