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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)
catheter
s are used for precise cardiac hemodynamic evaluations. Indicated for patients with severe...
Published: 9/3/2024
|
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
,
Catheter
ization
,
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
Smart Multistage Peripherally Inserted Cannula With Active Fixation for Temporary Cardiopulmonary Support (Case No. 2023-024)
Summary: UCLA researchers in the Department of Cardiac Surgery have developed a novel guided cannula that drains both sides of the heart and contains continuous pressure sensors. Background: The market for Extracorporeal life support modalities such as ECMO has grown by almost an order of magnitude in the last decade, with maintained growth projected...
Published: 10/29/2024
|
Inventor(s):
Peyman Benharash
,
Joseph Hadaya
Keywords(s):
cannula
,
cardiopulmonary illness
,
Cardiovascular
,
catheter
,
extracorporeal life support (ECLS)
,
Surgery
Category(s):
Medical Devices
,
Medical Devices > Surgical Tools
A System for Detecting Ventriculoperitoneal Shunt Failure (Case No. 2023-057)
Summary: UCLA researchers in the David Geffen School of Medicine and Department of Neurosurgery have created a novel ventriculoperitoneal shunt failure detection system that can alert patients and healthcare providers to prevent life-threatening emergencies. Background: Each year, an estimated 30,000 ventriculoperitoneal (VP) shunts are surgically...
Published: 11/15/2024
|
Inventor(s):
Geoffrey Colby
,
David Zarrin
Keywords(s):
catheter
,
cerebrospinal fluid (CSF)
,
CSF disorders
,
early alert system
,
elevated intracranial pressure
,
extraventricular drain
,
hydrocephalus
,
intracranial hypertension
,
intracranial pressure
,
neurological disorders
,
ventricular system
,
ventriculoperitoneal
,
ventriculoperitoneal shunt failure
Category(s):
Medical Devices
,
Medical Devices > Surgical Tools
,
Medical Devices > Monitoring And Recording Systems
,
Platforms
,
Platforms > Diagnostic Platform Technologies
,
Electrical
,
Electrical > Sensors
,
Electrical > Instrumentation