Contribution: Industrial Research Assistance Program – Contributions to Firms
1929803 Ontario Corp.
$315,360.00
Advanced Hemodynamic Feature Classification through Machine Learning: Utilizing FloPatch FP120 Clinical Data for Cardiovascular Disease Classification
FY 2024-25 · 2024-04-08
Summary
This project utilizes FloPatch FP120's extensive clinical data to develop a machine learning algorithm for classifying cardiovascular disease features of Doppler blood flow. A 12-month endeavor, it involves data preprocessing, feature engineering, and development of an ML model, followed by rigorous optimization and clinical validation. Adhering to ISO 13485 standards, the team of five, including signal processing engineers and clinical scientists, will ensure compliance with FDA and Health Canada regulations. This initiative aims to enhance diagnostic accuracy in cardiovascular health, contributing significantly to patient care and setting a precedent in medical technology applications.
Department
Program
Industrial Research Assistance Program – Contributions to FirmsIndustrial Research Assistance Program-Contributions to Firms (linked with high confidence)
Recipient
Location
Sudbury|Sudbury, Ontario, Canada
Recipient Type
For-profit organization
Business Number
815794995
Type
Contribution
Source
Proactive Disclosure - Grants and Contributions
As published
Agreement End Date
2025-06-30
Agreement Number
1019439
Agreement Start Date
2024-04-08
Agreement Title
Advanced Hemodynamic Feature Classification through Machine Learning: Utilizing FloPatch FP120 Clinical Data for Cardiovascular Disease Classification
Agreement Title (French)
Classification avancée des caractéristiques hémodynamiques par apprentissage automatique : Utilisation des données cliniques du FloPatch FP120 pour la classification des maladies cardiovasculaires
Agreement Type
Contribution
Agreement Value
$315,360.00
Amendment Number
0
Coverage
IRAP Contributions to Firms projects stimulate wealth creation for Canada through technological innovation. | Les projets des Contributions aux entreprises stimulent la création de richesse au Canada grâce à l’innovation technologique.
Description
This project utilizes FloPatch FP120's extensive clinical data to develop a machine learning algorithm for classifying cardiovascular disease features of Doppler blood flow. A 12-month endeavor, it involves data preprocessing, feature engineering, and development of an ML model, followed by rigorous optimization and clinical validation. Adhering to ISO 13485 standards, the team of five, including signal processing engineers and clinical scientists, will ensure compliance with FDA and Health Canada regulations. This initiative aims to enhance diagnostic accuracy in cardiovascular health, contributing significantly to patient care and setting a precedent in medical technology applications.
Description (French)
Ce projet utilise les nombreuses données cliniques du FloPatch FP120 pour développer un algorithme d’apprentissage automatique permettant de classer les caractéristiques du flux sanguin Doppler relatives aux maladies cardiovasculaires. D’une durée de 12 mois, il comprend le prétraitement des données, l’ingénierie des caractéristiques et le développement d’un modèle d’apprentissage automatique, suivis d’une optimisation rigoureuse et d’une validation clinique. Respectant les normes ISO 13485, l’équipe de cinq personnes, comprenant des ingénieurs en traitement du signal et des scientifiques cliniques, veillera à la conformité avec les réglementations de la FDA et de Santé Canada. Cette initiative vise à améliorer la précision du diagnostic dans le domaine de la santé cardiovasculaire, contribuant ainsi de manière significative aux soins des patients et créant un précédent dans les applications de la technologie médicale.
Expected Results
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Expected Results (French)
Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation
Federal Riding
Sudbury
Federal Riding (French)
Sudbury
Federal Riding Number
35103
NAICS Code
33911
Organization Code
nrc-cnrc
Organization
National Research Council Canada | Conseil national de recherches Canada
Program Name
Industrial Research Assistance Program – Contributions to Firms
Program Name (French)
Programme d’aide à la recherche industrielle – Contributions aux entreprises
Program Purpose
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Program Purpose (French)
Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation
Recipient Business Number
815794995
Recipient City
Sudbury|Sudbury
Recipient Country
CA
Recipient Legal Name
1929803 Ontario Corp.
Recipient Operating Name
FLOSONICS MEDICAL
Recipient Postal Code
P3E 2H2
Recipient Province or Territory
ON
Recipient Type
F
Reference Number
172-2024-2025-Q1-1019439
