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Grant: Strategic Projects - Group

University of British Columbia

$241,400.00

Big Data analytics for next generation mobile ultrasound

EF 2018-19

Résumé
Currently, the view of ultrasound (US) scanners is outdated as a phone attached to a kitchen wall, i.e., large, bulky, and of limited use. In the next 5-10 years, US scanners will be portable, similar to smartphones, and US data will be used in numerous healthcare situations. The analogy to smartphones is apt with advances in miniaturization and smart apps based on machine learning with Big Data will transform US into an essential, portable tool, useful for numerous novel applications.* Our collaboration with Clarius Mobile Health, a BC-based leader in mobile US technology, will fast track transformation of US, thus, making this vision a reality to benefit US imaging technology growth. Our innovative solutions are designed to engineer novel large data analytics tools to manipulate heterogeneous, sparse data of variable resolution and quality. The solutions are specifically suitable for situations where access to accurate quantitative measures as gold-standard is limited and costly. Our immediate project results will impact the field of mobile US for cardiology diagnosis to improve image quality at point-of-care, automate anatomical recognition, and generation of initial, smart, diagnostic reports. In the longer term, we will build an ecosystem of smart analytics tools for numerous other applications of US, e.g., anesthesia and cancer imaging.*We have the synergy to make Canada the world leader in smart mobile US and to translate the benefits to improve the Canadian US economy, e.g., specialized HQP training, and job creation. Our record of success, complimentary skills, extensive collaborations, and leadership will achieve this vision.* HQP trained in this project will gain necessary skills to meet the pressing needs of Canadian industry and academia. US has grow quickly to become the most common medical imaging method since it is fast, safe, and inexpensive. Smart US will span new horizons for this technology and will pave new ways to numerous technological advances in medical diagnostic automation, miniaturization, and improved resolution.*
Programme
Strategic Projects - Group
Emplacement
British Columbia, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
506287-2017
Name nom
Abolmaesumi, Purang
Department département
Electrical and Computer Engineering
Organization id
2
Institution établissement
University of British Columbia
Province en
British Columbia
Province fr
Colombie-Britannique
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2018
Competition year année de concours
2017
Award amount
241400
Program id
STPGP
Program name en
Strategic Projects - Group
Program name fr
Projets stratégiques - De groupe
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1588
Committee name en
Strategic Projects - ICT
Committee name fr
Projets stratégiques - ICT
Area of application code
1102
Area of application group en
Health, education and social services
Area of application group fr
Santé publique, éducation et services sociaux
Area of application en
Biomedical engineering
Area of application fr
Génie biomédical
Research subject code
2804
Research subject group en
Artificial intelligence
Research subject group fr
Intelligence artificielle
Research subject en
Expert systems
Research subject fr
Systèmes experts
Partie
2
Nb partie
2
Application title
Big Data analytics for next generation mobile ultrasound
Keyword
NSERC
Application summary
Currently, the view of ultrasound (US) scanners is outdated as a phone attached to a kitchen wall, i.e., large, bulky, and of limited use. In the next 5-10 years, US scanners will be portable, similar to smartphones, and US data will be used in numerous healthcare situations. The analogy to smartphones is apt with advances in miniaturization and smart apps based on machine learning with Big Data will transform US into an essential, portable tool, useful for numerous novel applications.* Our collaboration with Clarius Mobile Health, a BC-based leader in mobile US technology, will fast track transformation of US, thus, making this vision a reality to benefit US imaging technology growth. Our innovative solutions are designed to engineer novel large data analytics tools to manipulate heterogeneous, sparse data of variable resolution and quality. The solutions are specifically suitable for situations where access to accurate quantitative measures as gold-standard is limited and costly. Our immediate project results will impact the field of mobile US for cardiology diagnosis to improve image quality at point-of-care, automate anatomical recognition, and generation of initial, smart, diagnostic reports. In the longer term, we will build an ecosystem of smart analytics tools for numerous other applications of US, e.g., anesthesia and cancer imaging.*We have the synergy to make Canada the world leader in smart mobile US and to translate the benefits to improve the Canadian US economy, e.g., specialized HQP training, and job creation. Our record of success, complimentary skills, extensive collaborations, and leadership will achieve this vision.* HQP trained in this project will gain necessary skills to meet the pressing needs of Canadian industry and academia. US has grow quickly to become the most common medical imaging method since it is fast, safe, and inexpensive. Smart US will span new horizons for this technology and will pave new ways to numerous technological advances in medical diagnostic automation, miniaturization, and improved resolution.*