Description
Title: Advancing Human-Centred AI in Emergency Care: A Multimethod Evaluation of RAPIDx AI Using the PROLIFERATE_AI FrameworkPresenter: Dr. Maria Alejandra Pinero de Plaza, PhD, Research Fellow, Caring Futures Institute, Flinders University
Date & Time: Monday, 17th February 2025, 11:30 AM
Venue: Level 5B, Tower Building – Conference Room, Central Adelaide Local Health Network
Description:
In an era where technology increasingly intersects with patient care, Dr. Maria Alejandra Pinero de Plaza brings a groundbreaking exploration of artificial intelligence in emergency cardiac care. Her presentation, "Advancing Human-Centred AI in Emergency Care," offers a deep dive into the evaluation of RAPIDx AI through the lens of the PROLIFERATE_AI framework. This session will cover the outcomes of a comprehensive, multimethod study conducted across multiple emergency departments, emphasizing the integration of AI tools in enhancing diagnostic precision and clinical workflow efficiency.
Attendees will gain insights into the challenges of AI adoption in high-stakes environments and explore strategies for optimizing technology to meet the complex needs of both patients and healthcare providers. Dr. Pinero de Plaza will discuss the balance between technological innovation and the human elements of medical practice, highlighting the potential of AI to transform emergency medical services without compromising the care experience.
Sponsorship & Refreshments: Sponsored by Marian Garcia from Boehringer Ingelheim, with light refreshments provided.
Period | 17 Feb 2025 |
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Held at | Central Adelaide Local Health Network, Australia, South Australia |
Degree of Recognition | Regional |
Keywords
- Implementation Science
- Evaluation and impact
- Artificial Intelligence (AI)
- Emergency Departments (ED)
- Decision support
- Cardiac biomarkers
- Usability
- Adoption
- Human-Machine Interaction
- Human-centred evaluation
- Health service research
- innovation
Documents & Links
Related content
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Research Outputs
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The effectiveness of technology interventions in reducing social isolation and loneliness among community-dwelling older people: A mixed methods systematic review
Research output: Contribution to journal › Article › peer-review
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Effectiveness of cardiac rehabilitation programs on medication adherence in patients with cardiovascular disease: A systematic review and meta-analysis
Research output: Contribution to journal › Review article › peer-review
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Clinical effectiveness and implementation evaluation of a 4-step large scale translation model compared to usual care on cardiac rehabilitation attendance and completion in rural Australia: The Country Heart Attack Prevention (CHAP) Project
Research output: Contribution to conference › Poster › peer-review
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Measuring fundamental care using complexity science: A descriptive case study of a methodological innovation
Research output: Contribution to journal › Article › peer-review
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PROLIFERATE_AI: A prediction modeling method to evaluate Artificial Intelligence in meeting end-user-centric goals around better cardiac care
Research output: Contribution to journal › Meeting Abstract › peer-review
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Care biography: A concept analysis
Research output: Contribution to journal › Article › peer-review
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Piloting a Big Data Epidemiology Approach to Support Frail, Homebound, and Bedridden People
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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CAREPULSE - Community And Rural Experts Partnered for Understanding and Leveraging Strategic Endeavours in Cardiac Rehabilitation and Secondary Prevention
Research output: Contribution to conference › Poster › peer-review
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Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI
Research output: Contribution to journal › Article › peer-review
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Wicked problems in a post-truth political economy: a dilemma for knowledge translation
Research output: Contribution to journal › Article › peer-review
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My Wellbeing Journal: Development of a communication and goal-setting tool to improve care for older adults with chronic conditions and multimorbidity
Research output: Contribution to journal › Article › peer-review
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Effectiveness of nurse-led interventions versus usual care to manage hypertension and lifestyle behaviour: a systematic review and meta-analysis
Research output: Contribution to journal › Review article › peer-review
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Clinical effectiveness of cardiac rehabilitation utilisation and barriers to its completion among patients of low socioeconomic status living in rural areas: a mixed methods study
Research output: Contribution to conference › Poster › peer-review
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A Systems-Aware Evaluation Approach for Innovation
Research output: Other contribution
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Cardiac rehabilitation, physical activity, and the effectiveness of activity monitoring devices on cardiovascular patients: an umbrella review of systematic reviews
Research output: Contribution to journal › Article › peer-review
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Measurement properties of utility-based health-related quality of life measures in cardiac rehabilitation and secondary prevention programs: a systematic review
Research output: Contribution to journal › Review article › peer-review
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The Use of Digital Technologies in the Inpatient Setting to Promote Communication During the Early Stage of an Infectious Disease Outbreak: A Scoping Review
Research output: Contribution to journal › Review article › peer-review
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Clinical Effectiveness and Implementation Evaluation of a Large-Scale Translation Co-Designed Model on Cardiac Rehabilitation Attendance and Completion in Rural Australia Authors
Research output: Contribution to journal › Meeting Abstract › peer-review
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Health System Evaluation, Rewired: health professional behaviours
Research output: Other contribution › peer-review
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The effectiveness of interactive cardiac rehabilitation web applications versus usual care on programme completion in patients with cardiovascular disease: A systematic review and meta-analysis of randomised controlled trials
Research output: Contribution to journal › Article › peer-review
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Strengthening Care Networks: Applying Caring Life Course Theory to Enhance Cardiac Rehabilitation through Social Network Analysis
Research output: Contribution to conference › Poster › peer-review
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JBI's Approach to Facilitating Knowledge Translation in Cardiovascular Care
Research output: Contribution to conference › Poster › peer-review
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Freeing transdisciplinarity from the project straightjacket: reframing the problem
Research output: Contribution to journal › Article › peer-review
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Clinical Effectiveness and Utilisation of Cardiac Rehabilitation After Hospital Discharge: Data Linkage Analysis of 84,064 Eligible Discharged Patients (2016–2021)
Research output: Contribution to journal › Article › peer-review
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From Promise to Practice: How Health Researchers Understand and Promote Transdisciplinary Collaboration
Research output: Contribution to journal › Article › peer-review
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From Utility to Meaning: Reframing Health System Evaluation through Multilevel, Predictive and Biographical Models
Research output: Contribution to journal › Comment/debate
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Clinical effectiveness of cardiac rehabilitation and barriers to completion in patients of low socioeconomic status in rural areas: A mixed-methods study
Research output: Contribution to journal › Article › peer-review
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Exploring the Fundamentals of Care Framework through a Predictive Model: Insights from a Pilot Study in Australian Healthcare Settings
Research output: Contribution to conference › Abstract › peer-review
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A human-centered approach to measuring the impact of evidence-based online resources
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Nurse-Led Interventions Versus Usual Care to Manage Hypertension: A Systematic Review and Meta-Analysis
Research output: Contribution to journal › Meeting Abstract › peer-review
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Health System Enablers and Barriers to Continuity of Care for First Nations Peoples Living with Chronic Disease
Research output: Contribution to journal › Article › peer-review
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The Caring Life Course Theory: Opening new frontiers in care—A cardiac rehabilitation example
Research output: Contribution to journal › Article › peer-review
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Effectiveness of alternative vs traditional exercises on cardiac rehabilitation program utilization in women with or at high risk of cardiovascular disease: a systematic review protocol
Research output: Contribution to journal › Review article › peer-review
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Implementing caring life course theory for transformative healthcare: A focus on vulnerable populations and digital health
Research output: Contribution to specialist publication › Article
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Activities
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Artificial Intelligence in matters of life and death: Piloting a human-machine evaluation of AI - Lessons learned from RAPIDX
Activity: Talk or presentation types › Invited talk
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Guest Lecture and Workshop: Mapping Sociotechnical Systems & Designing Evaluations with PROLIFERATE and PROLIFERATE_AI
Activity: Talk or presentation types › Invited talk
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The Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, SA, Australia: Seminar Series on Knowledge Exchange
Activity: Talk or presentation types › Invited talk
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Global Impact and Recognition of the PROLIFERATE_AI Method
Activity: Other activity types › Other
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HTSA's Consumer Engagement Summit Panel Session
Activity: Talk or presentation types › Invited talk
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Featured Profile – 14th Edition of MAGNIFY (STEM Sisters): Winner recipient of the Healthcare Innovator Award
Activity: Talk or presentation types › Media appearance / interview
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Guest Lecture – Clinical AI in Healthcare Management
Activity: Talk or presentation types › Invited talk
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PROLIFERATE_AI: Leading the Future of Innovation with AI, Predictive Modelling, and Ethical User-Centred Design
Activity: Consultancy types › Consultancy
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Research to Value | Flinders University & CSIRO | Guest Speaker
Activity: Talk or presentation types › Invited talk
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Guest Speaker – ON Prime 17 Adelaide (CSIRO Innovation Program)
Activity: Talk or presentation types › Invited talk
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HTSA Implementation Science Network Forum: "Human-centred AI for Emergency Cardiac Care: Evaluating RAPIDx AI with PROLIFERATE_AI"
Activity: Talk or presentation types › Invited talk
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Dr. María Alejandra Piñero de Plaza Shares Insights on Her Research on Spanish Radio Program "Siempre Lunes"
Activity: Talk or presentation types › Invited talk
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A Human-Machine Evaluation of AI in Cardiac Emergencies
Activity: Talk or presentation types › Invited talk
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Prizes
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Winner of the GEM (Going the Extra Mile) Staff Recognition Award
Prize: Other distinction
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Healthcare Innovator Award 2024
Prize: Honorary award
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ACvA CV Champion
Prize: Other distinction
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Women of Colour in STEM Awards - Healthcare Innovator Award Finalist
Prize: Honorary award
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Recognition: Top Cited Article in Nursing Philosophy
Prize: Other distinction
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Wiley Top-Downloaded Article: "The Trouble with Personhood and Person-Centred Care"
Prize: Other distinction
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The Vice-President & Executive Dean’s Awards 2022
Prize: Honorary award
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Projects