Exploring the intersection of bioinformatics and AI in healthcare: Opportunities and challenges
The intersection of bioinformatics and AI is revolutionizing healthcare in terms of precision medicine, drug discovery and development, multi-omics data integration and predictive modelling and synthetic biology. But while the potential is immense, the integration of AI in biological and health informatics faces several challenges centred on data quality, quantity and interoperability, algorithmic bias and interpretability, data privacy and regulatory compliance. Interdisciplinary collaborations, large multimodal ‘biobanks’ adhering to data standards, governance structures and guaranteed funding streams are needed to advance the intersection.
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Dr Ian Scott is consultant general physician and former Director of Internal Medicine and Clinical Epidemiology at Princess Alexandra Hospital in Brisbane. He is currently Clinical Consultant in AI at the Digital Health and Informatics Division of Metro South Hospital and Health Service, chairs the Metro South Clinical AI Working Group and Queensland Health Sepsis AI Working Group, and is Professor in Clinical Decision-making at the University of Queensland (UQ). He has co-authored multiple papers on the use of AI in healthcare, is principal investigator for several AI trials and has collaborations with colleagues within the UQ Digital Health Centre, the Centre for Health Informatics at Macquarie University, the CRC in Digital Health at Queensland University of Technology and the Clinical and Business Intelligence Unit of eHealth Queensland. He has longstanding research interests in clinical informatics, evidence-based medicine, clinical reasoning and quality and safety improvement.
