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Training AI to Detect Disease: Stand Up To Cancer’s Julian Adams

> If you can detect cancer at stage one, you have a 90% chance of curing that cancer, either through surgery, surgery radiation, or there may be drugs as well used.

Show: Me, Myself, and AI · Publisher: MIT Sloan Management Review + BCG · Host: Sam Ransbotham, Shervin Khodabandeh

Episode URL: https://sloanreview.mit.edu/audio/training-ai-to-detect-disease-stand-up-to-cancers-julian-adams

Publish date: 2025-06-11
Duration: NAs
Default source credibility: HIGH — MIT SMR + BCG joint production. Named F500 CxOs on-record about production AI deployments. Academic/consulting co-brand keeps claims disciplined. Host has light BCG framing; guest metrics stay HIGH.

  • AI enhances cancer detection accuracy in radiology and pathology, improving early-stage cancer identification and treatment outcomes.
  • Stand Up to Cancer uses AI to advance cancer research, including drug discovery and liquid biopsy development, to detect cancer earlier and improve survival rates.
  • AI’s role in electronic medical records can improve patient care and cancer detection through better data analysis and personalized treatment approaches.

Extracted quotes

# Credibility Speaker Org Timestamp Topic Quote
1 HIGH Julian Adams (President and CEO) Stand Up to Cancer 06:33 01-ai-native-landscape If you can detect cancer at stage one, you have a 90% chance of curing that cancer, either through surgery, surgery radiation, or there may be drugs as well used.
2 HIGH Julian Adams (President and CEO) Stand Up to Cancer 05:16 02-corporate-tools We can do all of that in silico. Because of programs like AlphaFold, which tells you how proteins fold, proteins usually are the targets for drugs or antibodies.
3 HIGH Julian Adams (President and CEO) Stand Up to Cancer 18:37 01-ai-native-landscape The first randomized clinical study that was published last year was Merck and Moderna’s collaboration in the adjuvant setting of melanoma.

Per-quote detail

1. Julian Adams — Stand Up to Cancer (06:33)

If you can detect cancer at stage one, you have a 90% chance of curing that cancer, either through surgery, surgery radiation, or there may be drugs as well used.

  • Stat: 90% chance of curing cancer at stage one, measured by treatment outcomes.
  • Credibility: HIGH — Named exec at identifiable org with specific metric and unscripted interview.
  • Topic tag: 01-ai-native-landscape

2. Julian Adams — Stand Up to Cancer (05:16)

We can do all of that in silico. Because of programs like AlphaFold, which tells you how proteins fold, proteins usually are the targets for drugs or antibodies.

  • Stat: null
  • Credibility: HIGH — Named exec at identifiable org with specific production deployment detail.
  • Topic tag: 02-corporate-tools

3. Julian Adams — Stand Up to Cancer (18:37)

The first randomized clinical study that was published last year was Merck and Moderna’s collaboration in the adjuvant setting of melanoma.

  • Stat: null
  • Credibility: HIGH — Named exec at identifiable org with specific production deployment detail.
  • Topic tag: 01-ai-native-landscape

Extracted 2026-04-14T22:01:33 via scripts/podcast_mine.py (MLX mlx-community/Qwen2.5-32B-Instruct-4bit).