Namia Mohamed Ali | TechExeter Conference 2024

Enhancing Healthcare with AI: The Role of Human-in-the-Loop in Medical Imaging

45 min talk 🌶️ Intermediate 🤖 Data + AI

Join us for a compelling session on how Artificial Intelligence (AI) is revolutionizing the healthcare industry, with a spotlight on medical imaging and segmentation. We’ll explore how AI is currently being used to improve diagnostics, personalize treatment, and enhance patient care. A key focus will be on the Human-in-the-Loop (HITL) approach, which integrates AI with human expertise to achieve higher accuracy and reliability in medical imaging.

We will discuss real-world applications of HITL, demonstrating how combining AI with human oversight leads to better outcomes in detecting diseases and interpreting complex medical data. Attendees will gain insights into the challenges and ethical considerations of using AI in healthcare, such as ensuring data privacy and addressing algorithmic biases. This session will also look ahead at future advancements and the potential for collaboration between AI technologies and healthcare professionals.

Perfect for healthcare practitioners, data scientists, and AI enthusiasts, this session will offer valuable knowledge on how AI and human intelligence can work together to transform healthcare. Don’t miss this opportunity to learn about the future of AI in medical imaging and how it can lead to improved patient outcomes.

Key Takeaways

Insight into AI Applications in Healthcare
Understanding of Human-in-the-Loop (HITL) Approaches
Knowledge of Challenges and Future Trends

Bio (continued)

I've earned an MSc in Data Science with a focus on Artificial Intelligence, where I had the chance to work on exciting projects, like using hybrid intelligence for medical image segmentation. I have also collaborated with HSBC, developing AI-driven productivity solutions at hackathons. My recent experience includes participating as a facilitator in the Data Study Groups organized by the Defence Data Research Centre, where I worked on challenges related to synthetic data generation for machine learning in the Intelligence, Surveillance, and Reconnaissance (ISR) domain.

These experiences have taught me how to turn complex data into useful insights that can make a real difference in both business and academic settings.

I'm always eager to learn and keep up with the latest in technology, which is why I've earned certifications from NASSCOM and Cutshort. I'm driven by a curiosity for data and a genuine desire to use technology to make a positive impact. I'm excited about using my skills to help make data-driven decisions and come up with innovative solutions!