The Next-Gen Radiologist | Dr Sivakumar Manickam

With AI speed-running into radiology, Dr Sivakumar Manickam asks how the profession must adapt. And who gets left behind.

DATE
February 27, 2026
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80% of AI in healthcare goes into radiology, dominating every other medical speciality. Dr Sivakumar Manickam considers the turbulent -- but necessary -- transition into a machine learning-powered future. He discusses some important questions: How will future radiologists prepare? How can we expect the profession to change? And what are the major repercussions for the workforce?