AI Innovation in Healthcare
Coursera
18 Courses
Northeastern is a globally recognized research university with campuses in Boston and globally. It provides an experiential learning system that encourages students to learn from real-world experience.
Overview
AI is transforming the landscape of healthcare by offering innovative solutions to improve diagnostics, personalize treatment plans, and streamline clinical workflows. This course from Northeastern University, available through Coursera, delves into the crucial role of AI in modern healthcare. Participants will learn how various data forms, from electronic health records to medical imaging, drive AI-powered solutions.
The course introduces key data exploration techniques to uncover patterns and insights within healthcare data. Participants will engage with foundational AI approaches, including traditional rule-based systems, predictive analytics, and cutting-edge generative AI models. Critical discussions will address the challenges of AI implementation in healthcare, such as biases, ethical concerns, and the concept of AI 'hallucinations' which refers to instances where AI generates misleading information.
By the course's conclusion, participants will have a comprehensive understanding of AI's potential and limitations within the healthcare sector. This knowledge prepares them to critically evaluate AI's role in enhancing patient care and making informed decisions in the healthcare industry.
