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1
Introduction
2
Medical AI
3
Precision Medicine
4
Prostate Cancer
5
Prostate Cancer Worldwide
6
Current Standard of Care
7
RCAUC Curve
8
Capitalmeyer Analysis
9
SFTC Analysis
10
Protein Engineering
11
Protein Design
12
NLP
13
Lab Validation
14
Design Proteins
15
Workflow Optimization
16
Coast Search
17
Trek Search
18
Semantic Search
19
System Architecture
20
Competition Results
21
Questions
Description:
Explore the frontiers of medical AI in therapeutics and workflows through this 46-minute Stanford University lecture by Andre Esteva. Delve into how multi-modal AI supports complex decision-making for cancer treatments and the repurposing of natural language processing for custom-generated protein therapeutics. Discover the development of a COVID-specialized search engine and its potential to empower health systems in securely searching sensitive data. Learn about AI-enabled medical diagnostics, including computer vision algorithms for cancer detection and video analysis for behavioral conditions like autism. Gain insights into AI-driven personalized oncology treatments and the speaker's extensive experience in artificial intelligence and computer vision research.

Frontiers of Medical AI - Therapeutics and Workflows

Stanford University
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