Regina Barzilay: Deep Learning for Cancer Diagnosis and Treatment | Lex Fridman Podcast #40

ℹ️ EPISODE INFO

Released

September 23, 2019

Duration

1h 17m

Channel

Lex Fridman Podcast

Watch on YouTube

▶ Open ↗

🎤 SPEAKERS

• Lex Fridman

  host

• Regina Barzilay

  guest

🧾 EPISODE SUMMARY

In this episode of Lex Fridman Podcast, featuring Lex Fridman and Regina Barzilay, Regina Barzilay: Deep Learning for Cancer Diagnosis and Treatment | Lex Fridman Podcast #40 explores mIT’s Regina Barzilay on Deep Learning, Cancer, and Life’s Purpose Regina Barzilay, an MIT professor and leading NLP researcher, discusses how deep learning is transforming cancer diagnosis, prevention, and drug discovery, while also reflecting on her own experience as a breast cancer patient. She contrasts data-driven, probabilistic approaches in computer science with mechanistic understanding in biology, arguing that prediction and pattern recognition can save lives even without full explanatory models. Barzilay highlights the massive obstacles to progress in medicine—data access, regulation, incentives, and adoption—often more than algorithmic limitations. Throughout, she weaves in themes of personal meaning, the role of personality in science, and the need for researchers to align their work with what truly matters to them and to society.

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