Automated Software to Quantify Breast Arterial Calcifications from Mammograms
Application
Deep learning software for the automated detection and quantification of breast arterial calcifications in screening mammograms.
Key Benefits
Optimized image segmentation accuracy with improved generalizability towards mammograms with and without BAC presence.
Robust ability to quantitate narrow or heavy BAC and/or partial depositions...
Published: 1/31/2024
Contributor(s): Hari Trivedi, Imon Banerjee, William Charles O'Neill, Aisha Urooj Khan
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Multimodal Identification of Atrial Fibrillation Recurrence Sites
Application
Identifies areas of interest associated with atrial fibrillation recurrences.
Key Benefits
Identifies sites associated with recurrences for AF patients.
Predict AF recurrence risk in patients’ post-catheter ablation.
Development of prediction model by extracting features from the surface of interest (SOI).
Market Summary
Atrial...
Published: 3/1/2024
Contributor(s): Abhishek Midya, Anant Madabhushi, Golnoush Asaeikheybari, Mina K. Chung, Amogh Hiremath, Moore Benjamin Shoemaker, Majd A. El-Harasis, John Barnard, Rod S. Passman
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System for Assessing Health Severity and Predicting Readmissions
Application
A smartphone-based system for monitoring patients to identify and prevent severe cardiac events.
Key Benefits
A remote monitoring system that uses smartphone data to accurately predict a user’s risk for a severe cardiac event (e.g., heart attack).
Tracks the user's movement, location, and physical activity to calculate FDA-accepted...
Published: 1/10/2024
Contributor(s): Gari Clifford, Amit J. Shah, Ayse Cakmak, Erik Reinertsen
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Wearable Device for the Early Detection and Monitoring of Atrial Fibrillation
Application
A wearable device that enables long-term, continuous monitoring and screening for AFib by monitoring light signals on the skin.
Key Benefits
Inexpensive and compatible with existing wearable products by leading technology companies from Apple and others.
Novel algorithms suppress irrelevant signals originating from a user's constant...
Published: 1/31/2024
Contributor(s): Shamim Nemati, Supreeth Shashikumar, Amit J. Shah, Qiao Li, Gari Clifford
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Automated Sleep Analysis Using Cardiovascular Signals
Application
Sleep stage classification algorithm and diagnostic platform.
Key Benefits
Real-time sleep classification using a single electrocardiogram sensor.
Eliminates the need for multiple head, eye, skin, and heart sensors with current diagnostics.
Preliminary results using human data demonstrate high accuracy in identifying different sleep...
Published: 10/5/2023
Contributor(s): Gari Clifford, Shamim Nemati, Qiao Li, Supreeth Shashikumar
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Drug Screening System for Cardioprotection
Application
A high throughput screening assay for developing therapies to protect from drug and alcohol-induced cardiotoxicity.
Key Benefits
A cardiovascular stem-cell-based screening assay that can identify drugs that protect the heart from toxic medications and alcohol.
Preliminary data in the laboratory show the system is clinically relevant...
Published: 3/1/2024
Contributor(s): Chunhui Xu, Antonio Rampoldi, Yuhong Du
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ONC201 for the Treatment of Vascular Aneurysms
Application
A repurposed therapeutic for the preventative and treatment of aneurysms.
Key Benefits
A repurposed cancer drug that targets cells known to be damaged during the progression of an aneurysm.
The drug has been tested within an animal model of aortic aneurysms, where it prevented the severe complications of the disease and protected the...
Published: 3/1/2024
Contributor(s): Alejandra Maria San Martin
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Engineered Biomaterials for Vascular Grafts
Application
A biomaterial to create grafts for treating babies with congenital heart diseases.
Key Benefits
A biocompatible material that can be used to reroute blood within the body.
Experimental data in animals show the material is biocompatible with no clots, thrombus, or adverse immune reactions.
Potential to be used in other cardiovascular...
Published: 1/10/2024
Contributor(s): Saimuralidhar (Murali) Padala, Jahnavi Mudigonda
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Automated Breast Arterial Calcifications Segmentation and Quantification on Mammograms Using Deep Learning
Application
Software for the quantification of breast arterial calcifications on routine mammograms to be used for risk stratification for cardiovascular outcomes.
Key Benefits
Optimized image segmentation accuracy with reduced software complexity.
Integrated calcium scoring.
Screens patients who would not normally be indicated for cardiac...
Published: 7/28/2023
Contributor(s): Hari Trivedi, Imon Banerjee, William Charles O'Neill, Xiaoyuan Guo
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Use of miRNA-483 and its Target Genes in Treatment of Cardiovascular and Inflammatory Diseases
Application
Therapeutic use of miR-483 mimic for treating aortic valve clarification.
Key Benefits
MiR-483 or mimics of miR-483 could be used as a therapeutic.
Could also be a target for additional drug development toward a non-invasive therapy for aortic valve calcification.
Market Summary
Aortic stenosis (AS) is the most common type of heart...
Published: 3/1/2024
Contributor(s): Hanjoong Jo, Joan Fernandez Esmerats, Nicolas (Nico) Villa-Roel
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