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AI for life: Trends in artificial intelligence for biotechnology
Andreas Holzinger1, Katharina Keiblinger2, Petr Holub3
1University of Natural Resources and Life Sciences Vienna, Austria; Medical University Graz, Austria; Alberta Machine Intelligence Institute Edmonton, Canada.
Artificial Intelligence (AI) combined with biotechnology offers novel solutions for global challenges and UN Sustainable Development Goals. This paper outlines key research issues and challenges in AI applications for life sciences.
Area of Science:
- Biotechnology and Artificial Intelligence (AI) integration.
- AI applications in life sciences and global problem-solving.
- Alignment of AI in biotechnology with Sustainable Development Goals.
Background:
- AI, including machine learning and Big Data analytics, is increasingly vital in life sciences.
- Biotechnology advances coupled with AI unlock unprecedented potential solutions.
- Current AI research spans knowledge discovery, biomedical ontologies, and natural language processing.
Discussion:
- Addressing open research issues in AI for life sciences.
- Exploring challenges in areas like explainable AI (XAI) and reasoning under uncertainty.
- Facilitating advancements in areas such as Food Security and Climate Action.
Key Insights:
- AI and biotechnology synergy drives innovation for global sustainability.
- A broad spectrum of AI methodologies are applicable to life science challenges.
- Identifying research gaps is crucial for future advancements.
Outlook:
- Guidance for authors on developing research papers in AI and biotechnology.
- Potential for AI to significantly impact health, environment, and resource management.
- Future research directions focus on explainable AI and complex data analysis.
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