false
English
Catalog
Topic 4: Future Directions & Emerging Technologies
CT Based Biomarkers
CT Based Biomarkers
Back to course
[Please upgrade your browser to play this video content]
Video Transcription
Video Summary
The speaker discusses the complexity of reading chest radiographs and introduces the concept of AI in detecting biomarkers for personalized lung cancer screening. They emphasize the importance of quantitative analysis over qualitative in identifying various biomarkers from CT images, like semantic and agnostic biomarkers, using advancements in hardware and software. Machine learning, specifically convolutional neural networks, offers predictive capabilities that surpass human perceptibility but pose challenges of being "black boxes." The speaker stresses the need for external validation, reproducibility, and open-access tools to improve transparency and workflow integration in medical practice.
Asset Subtitle
Florian Fintelmann
Keywords
AI in radiology
lung cancer screening
biomarkers detection
convolutional neural networks
medical transparency
×
Please select your language
1
English
5
普通话
11
Dutch