How AI is Revolutionising Personalised Cancer Treatment Through Mathematical Modelling

The convergence of artificial intelligence and healthcare is creating unprecedented opportunities to transform how we treat cancer. As an AI researcher at the University of Birmingham, I'm witnessing firsthand how machine learning algorithms and mathematical models are making personalised medicine a reality rather than a distant promise. The AI Revolution in Treatment Planning Traditional cancer treatment follows a one-size-fits-all approach, but we know that every patient's cancer is unique. AI is changing this paradigm by processing vast amounts of patient data—from genetic profiles to imaging scans—to create individualised treatment strategies. In my research, I develop AI systems that can predict how specific tumours will respond to different therapies, essentially creating a digital twin of each patient's cancer. ...

April 20, 2026 · Maryam Alka

How Mathematical Models Are Shaping the Future of Personalised Medicine

Imagine visiting your doctor and receiving a treatment plan designed specifically for you—not just based on your symptoms, but on complex mathematical calculations that predict how your unique biology will respond to different therapies. This is the promise of personalised medicine, and mathematical models are making it a reality. What Is Personalised Medicine? Personalised medicine moves away from the traditional "one-size-fits-all" approach to healthcare. Instead of prescribing the same treatment to every patient with a particular condition, doctors can now consider individual differences in genetics, lifestyle, and disease characteristics to select the most effective therapy with the fewest side effects. ...

March 28, 2026 · Maryam Alka