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Canadian Medical Technology Consortium Collaborates on State-of-the-Art Postoperative Patient Management Platform, Led by FluidAI

Canadian Medical Technology Consortium Collaborates on State-of-the-Art Postoperative Patient Management Platform, Led by FluidAI

加拿大醫療技術 consor聯合開發最先進的術後患者管理平台,由FluidAI主導
PR Newswire ·  09/09 19:00

KITCHENER, ON, Sept. 9, 2024 /PRNewswire/ - Building on the success of the Continuous Connected Patient Care (CCPC) project, a consortium of leading Canadian medtech companies, led by FluidAI Medical in collaboration with Medtronic Canada ULC, Excelar Technologies, Providence Health Care Ventures, and the University of Waterloo, has announced the launch of the Postoperative Patient Management Platform (PPMP) project under Canada's Global Innovation Cluster for digital technologies, known as DIGITAL. This initiative aims to revolutionize postoperative care through advanced artificial intelligence (AI) and machine learning technologies.

KITCHENER, ON, Sept. 9, 2024 /PRNewswire/ - Building on the success of the Continuous Connected Patient Care (CCPC) project, a consortium of leading Canadian medtech companies, led by FluidAI Medical in collaboration with Medtronic Canada ULC, Excelar Technologies, Providence Health Care Ventures, and the University of Waterloo, has announced the launch of the Postoperative Patient Management Platform (PPMP) project under Canada's Global Innovation Cluster for digital technologies, known as DIGITAL. This initiative aims to revolutionize postoperative care through advanced artificial intelligence (AI) and machine learning technologies.

Predictive analytics dashboard (CNW Group/Fluid AI Medical)
Predictive analytics dashboard (CNW Group/Fluid AI Medical)

Postoperative complications pose significant challenges, leading to prolonged hospital stays, increased healthcare costs, and adverse patient outcomes. Studies have found nearly 15% of surgical mortality cases are potentially preventable if caught earlier[1]. Additionally, the associated costs of additional treatments following complications due to prolonged hospital stays and readmissions are estimated to be between 1.5 to 4 times higher than for primary admissions[2, 3]. The PPMP project addresses these issues by developing a sophisticated platform that utilizes in-hospital data to create predictive models for patient risk assessment. This platform will help healthcare providers make timely and informed decisions, enhancing patient care and reducing the burden on healthcare resources.

Postoperative complications pose significant challenges, leading to prolonged hospital stays, increased healthcare costs, and adverse patient outcomes. Studies have found nearly 15% of surgical mortality cases are potentially preventable if caught earlier[1]. Additionally, the associated costs of additional treatments following complications due to prolonged hospital stays and readmissions are estimated to be between 1.5 to 4 times higher than for primary admissions[2,只需要開箱即可流暢體驗 Hulu、HBO Max、Disney+ 和 YouTube 等流媒體電視頻道,其中還包括 YouTube TV3 電視頻道,無需任何設置或下載APP,更不需要額外的費用。此外,內置的 Chromecast 技術也可以輕鬆進行智能無線投屏。]. The PPMP project addresses these issues by developing a sophisticated platform that utilizes in-hospital data to create predictive models for patient risk assessment. This platform will help healthcare providers make timely and informed decisions, enhancing patient care and reducing the burden on healthcare resources.

The primary objectives of the PPMP project include the development of advanced predictive analytics to foresee postoperative complications such as anastomotic leaks and respiratory depression. Respiratory depression, often induced by opioids administered during and after surgery, is a significant adverse event that can result in prolonged hospital stays and increased costs—up to $23,000 USD for high-risk patients [4]. Additionally, current diagnostic techniques, such as CT scans, have limited sensitivity in detecting postoperative complications like anastomotic leaks, which often go undetected for an average of 8.5 days, posing severe risks to patient health [5]. By integrating extensive data sets from electronic health records and monitoring devices, the platform will offer actionable insights for surgeons, allowing for quicker and more precise decision-making. The commercialization strategy includes initial deployment at Providence Health Care's St. Paul's Hospital in Vancouver, with plans to expand to other hospitals, leveraging partnerships to distribute the platform across Canada, the US, and global markets.

The primary objectives of the PPMP project include the development of advanced predictive analytics to foresee postoperative complications such as anastomotic leaks and respiratory depression. Respiratory depression, often induced by opioids administered during and after surgery, is a significant adverse event that can result in prolonged hospital stays and increased costs—up to $23,000 USD for high-risk patients [4]. Additionally, current diagnostic techniques, such as Ct scans, have limited sensitivity in detecting postoperative complications like anastomotic leaks, which often go undetected for an average of 8.5 days, posing severe risks to patient health [5]. By integrating extensive data sets from electronic health records and monitoring devices, the platform will offer actionable insights for surgeons, allowing for quicker and more precise decision-making. The commercialization strategy includes initial deployment at Providence Health Care's St. Paul's Hospital in Vancouver, with plans to expand to other hospitals, leveraging partnerships to distribute the platform across Canada, the US, and global markets.

FluidAI Medical is leading the development of predictive models and integrating the Stream Platform for remote patient monitoring. Medtronic Canada is providing vital monitoring solutions and collaborating on the development of predictive analytics. Excelar Technologies is enhancing its CareFlow platform to support broader use cases in AI-driven risk prediction. Providence Health Care Ventures is facilitating feasibility trials, validating solutions, and ensuring regulatory compliance. The data governance strategy includes the highest standards of privacy, security, ethics and consent approvals and management. The University of Waterloo is conducting user needs assessments to ensure the platform meets healthcare providers' requirements. Each consortium member brings unique expertise and resources to the project, creating a robust and comprehensive solution for postoperative patient management.

FluidAI Medical正在領先開發預測模型,並整合Stream平台進行遠程患者監測。 Medtronic Canada正在提供重要的監測解決方案,並與開發預測分析合作。Excelar Technologies正在改進其CareFlow平台,以支持基於人工智能的風險預測的更廣泛應用。Providence Health Care Ventures正在推動可行性試驗,驗證解決方案,並確保合規性。數據治理策略包括最高的隱私、安全、倫理和同意審批和管理標準。滑鐵盧大學正在進行用戶需求評估,以確保平台符合醫療服務提供者的要求。每個聯盟成員都帶來了獨特的專業知識和資源,爲術後患者管理項目提供了強大且全面的解決方案。

By integrating AI and continuous monitoring into the PPMP project, we are developing a platform that not only facilitates earlier detection of complications but also sets a new precedent for proactive, data-driven patient care." Says Youssef Helwa, CEO at FluidAI. "FluidAI is proud to be leading the collaboration of Canadian medical technology pioneers on this project which highlights our collective commitment to innovation and excellence."

通過將人工智能和連續監測整合到PPMP項目中,我們正在開發一個不僅能夠更早發現併發症,還爲主動、以數據驅動的患者護理設立新的先例的平台。"FluidAI的首席執行官Youssef Helwa說:"FluidAI很自豪能夠帶領加拿大醫療技術先驅在這個項目上進行合作,這凸顯了我們共同致力於創新和卓越的承諾。"

Rick Sethi, Sr. Director of Research & Technology and Open Innovation at Medtronic AC&M, says, "We are excited to be collaborating with amazing partners such as DIGITAL, FluidAI and our other consortium team members to find ways to reduce length of stay of patients in hospitals. The development of our AI-based Clinical Decision Support technology will help augment patient care by supporting our clinicians."

Medtronic AC&m的研究與技術和開放創新高級主任Rick Sethi表示:"我們很興奮能與DIGITAL、FluidAI和其他聯盟團隊成員等優秀合作伙伴合作,以找到減少患者住院時間的方法。我們基於人工智能的臨床決策支持技術的發展將通過支持我們的臨床醫生來增強患者護理。"

"AI will revolutionize global health care systems by providing greater access and better outcomes for Canadians and for people around the world." said Sue Paish, CEO of DIGITAL. "By uniting industry leaders, innovators, and academic partners, we're building the foundation for tomorrow's breakthroughs and ensuring Canada remains at the cutting-edge of global AI innovation. We're proud to co-invest alongside innovators like FluidAI to build relevant AI solutions that advance human health while building global commercial pathways for Canadian companies."

"AI將通過爲加拿大人和全球人民提供更廣泛的健康照料和更好的結果來改變全球醫療保健系統。"DIGITAL的首席執行官Sue Paish表示:"通過聯合行業領導者、創新者和學術合作伙伴,我們正在爲明天的突破奠定基礎,並確保加拿大在全球人工智能創新的前沿。我們很自豪能夠與FluidAI等創新者共同投資,建立相關的人工智能解決方案,推動人類健康,併爲加拿大企業開拓全球商業渠道。"

By enhancing patient care through early detection and intervention of postoperative complications, the platform will directly improve patient outcomes. Hospitals will benefit from more efficient patient management, reduced hospital stays, and lower readmission rates, and significant cost savings. The PPMP project is a development project and is not yet licensed by Health Canada.

通過改善對術後併發症的早期檢測和干預,該平台將直接提高患者的預後。醫院將從更高效的患者管理、減少住院時間、降低再入院率以及顯著的成本節約中受益。PPMP項目是一個開發項目,尚未獲得加拿大衛生部的許可。

About FluidAI Medical

關於FluidAI醫療

FluidAI (formerly known as NERv Technology Inc.) is a Canadian medical technology company that uses AI to aid with the early detection of postoperative complications. From general to gastrointestinal surgeries, FluidAI's mission is to empower healthcare providers with data-driven solutions that improve patient outcomes and advance postoperative care. To learn more about FluidAI and how the company is transforming postoperative care, please visit .

FluidAI(前身爲NERv Technology Inc.)是一家加拿大醫療技術公司,利用人工智能幫助早期發現術後併發症。從一般手術到胃腸手術,FluidAI的使命是爲醫療保健提供數據驅動的解決方案,改善患者的預後和推進術後護理。了解更多關於FluidAI以及該公司如何改變術後護理的信息,請訪問。

About Medtronic Canada ULC

關於Medtronic Canada ULC

Proud to serve Canadian healthcare for over 50 years, Medtronic Canada ULC is headquartered in Brampton, Ontario, and is a subsidiary of Medtronic PLC. We are the leading global healthcare technology company that boldly attacks the most challenging health problems facing humanity by searching out and finding solutions. Our Mission — to alleviate pain, restore health, and extend life — unites a global team of 90,000+ passionate people. Our technologies and therapies address 70 health conditions and include cardiac devices, surgical robotics, insulin pumps, surgical tools, patient monitoring systems, and more. Powered by our diverse knowledge, insatiable curiosity, and desire to help all those who need it, we deliver innovative technologies that transform the lives of two people every second, every hour, every day. Visit Medtronic.ca, and follow us on X and LinkedIn.

自50多年以來,Medtronic Canada ULC一直爲加拿大醫療保健服務,總部設在安大略省的布蘭普頓,是Medtronic PLC的子公司。我們是全球領先的醫療科技公司,大膽應對人類面臨的最棘手的健康問題,尋找並找到解決方案。我們的使命——緩解疼痛,恢復健康,延長生命——彙集了全球90,000多名充滿激情的人員。我們的技術和療法涵蓋70種健康狀況,包括心臟設備、手術機器人、胰島素泵、手術工具、患者監護系統等。憑藉我們多元化的知識、無盡的好奇心和對所有需要幫助的人的渴望,我們創造出創新技術,每秒、每小時、每天改變兩個人的生活。訪問Medtronic.ca,並關注我們的X和 LinkedIn.

About DIGITAL

關於DIGITAL

DIGITAL is Canada's leader in accelerating the development and commercialization of Canadian-made digital technologies that address some of the most pressing needs across our economy and society. DIGITAL's model of collaborative innovation and co-investment advances the success of Canadian businesses through the development, adoption and commercialization of Canadian-made technologies while also growing a workforce that is skilled to fill the jobs of a growing digital economy.

DIGITAL是加拿大在加速發展和商業化加拿大製造的數字技術方面的領導者,解決了我們經濟和社會中一些最迫切的需求。DIGITAL的合作創新和共同投資模式通過加拿大本土技術的發展、採用和商業化來推動加拿大企業的成功,同時培養出能夠填補不斷增長的數字經濟就業崗位的技術人才。

DIGITAL brings together businesses, academia, community and government agencies to solve some of industry and society's biggest challenges - better and faster than any single organization can do on its own. Through the powerful model that combines cross-sector collaboration, Canadian IP creation and results-based co-investment, we unlock the potential of Canadian industry to lead and succeed in the digital world.

DIGITAL將企業、學術界、社區和政府機構聚集在一起,共同解決行業和社會面臨的一些重大挑戰,比任何單個組織更好、更快地完成任務。通過跨領域合作、加拿大知識產權創造和基於結果的共同投資這一強大模式,我們釋放了加拿大產業在數字世界中引領和成功的潛力。

Ahead of the curve starts here. For more information, visit digitalsupercluster.ca

領跑潮流從這裏開始。欲了解更多信息,請訪問digitalsupercluster.ca

About Excelar Technologies

關於Excelar Technologies

Excelar's Careflow platform, comprised of Orchestrator, Timeline, and Insights, will support the project. Orchestrator connects patient data across consortium partners' platforms, AI models, and hospital systems. Timeline offers clinicians patient timeline data visualization. Insights provides observational analytics for AI model evaluation, tuning, and governance, as well as de-identified data for clinical research and quality improvement. To learn more about Careflow, visit .

Excelar的Careflow平台由Orchestrator、Timeline和Insights組成,將支持該項目。Orchestrator將患者數據連接到財團成員的平台、AI模型和醫院系統。Timeline爲臨床醫生提供患者時間線數據可視化。Insights提供了用於AI模型評估、調整和管理的觀測分析,以及用於臨床研究和質量改進的非識別數據。要了解有關Careflow的更多信息,請訪問。

About Providence Health Care Ventures

關於Providence Health Care Ventures

As an expert navigator of the Canadian health care, regulatory, and technology landscape, PHC Ventures provides indispensable support to corporate, institutional and individual innovators seeking to validate and commercialize their products and ideas. PHC Ventures offers a portal to Providence Health Care in Vancouver, Canada, a renowned provincial health organization whose lengthy innovation track record and size make it an ideal incubator to validate and scale innovations. PHC Ventures actively co-develops health solutions, forges unconventional partnerships, facilitates consulting relationships with PHC clinicians, and invests in health start-ups. For more, visit

作爲加拿大醫療保健、監管和技術領域的專家導航員,PHC Ventures爲企業、機構和個人創新者提供必不可少的支持,幫助他們驗證和商業化他們的產品和理念。PHC Ventures爲加拿大溫哥華省級衛生機構Providence Health Care提供了一個門戶,該機構以其悠久的創新歷史和規模成爲驗證和擴大創新的理想孵化器。PHC Ventures積極與健康解決方案共同開發,建立非傳統夥伴關係,促進與PHC臨床醫生的諮詢關係,並投資於健康初創企業。欲了解更多信息,請訪問。

About the University of Waterloo

關於滑鐵盧大學

University of Waterloo is a leading global innovation hub that drives economic and social prosperity for Canada and the world. With more than 41,000 students, we are home to the world's largest co-op education talent pipeline, to game-changing research and technology, and to an unmatched entrepreneurial culture. Together, these create partnerships and solutions to tackle today's and tomorrow's challenges. Find out more at uwaterloo.ca

滑鐵盧大學是全球領先的創新中心,推動加拿大和世界的經濟和社會繁榮。擁有超過41,000名學生,我們是世界上最大的合作教育人才培養基地,從事開創性研究和技術,以及獨一無二的創業文化。所有這些共同創造了合作伙伴關係和解決方案,以應對今天和明天的挑戰。欲了解更多信息,請訪問uwaterloo.ca

[1] "Potentially preventable deaths in the Victorian Audit of Surgical Mortality",


[2] "Hospital Costs Following Surgical Complications: A Value-driven Outcomes Analysis of Cost Savings Due to Complication Prevention",


[3] "Hospital costs associated with surgical complications: a report from the private-sector National Surgical Quality Improvement Program",


[4] "Opioid-induced respiratory depression increases hospital costs and length of stay in patients recovering on the general care floor",


[5] "Diagnosis, treatment, and consequences of anastomotic leakage in colorectal surgery," International",

[1]"維多利亞外科死亡審計中的潛在可預防死亡"


[2]"手術併發症後的醫院費用:價值驅動的結果分析,由於併發症預防節約的成本"


[3] 「與手術併發症相關的醫院費用:來自私營部門全國外科質量改進計劃的報告」,


[4] 「阿片類藥物引起的呼吸抑制增加了患者在普通病房康復期間的住院費用和住院時間」,


[5] 「結腸直腸手術吻合口漏診斷、治療和後果」,國際期刊

SOURCE Fluid AI Medical

來源 Fluid AI Medical

譯文內容由第三人軟體翻譯。


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