Medical Imaging Modalities
An overview of medical imaging modalities
All writing
Writing archive
Latest articles.
2025
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Is LLM the Cure for Medical Image Analysis?
If it's the cure, what is the problem?
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The challenge of medical image analysis
What's unique about medical imaging
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Zhang Xiangyu's Talk on Multimodality & Reasoning
A truly inspirational view on CV -> Multimodality -> Reasoning
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The two types of uncertainty
Can we solve diagnosis with infinite data and model?
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What does cancer look like?
An intuition about what cancer looks like in medical imaging.
2021
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Anatomical Positional Embedding
Exploring anatomical positional embedding for medical imaging applications - a novel approach to encoding spatial and anatomical context for improved medical image analysis.
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CT-to-Report Does NOT Work, Yet
It could, just not with current methodologies.
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GEMeX-ThinkVG
Using RL to get the bbox right.
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GPT Example: A Rare Lesion in CT
GPT-O3 demonstrates impressive diagnostic capabilities for rare mediastinal lesions.
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O3 Can Be a Great Radiologist, If You Let It
GPT-O3 demonstrates impressive diagnostic reasoning when given the proper tools and context.
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Green Score
An okay metric for radiology report generation.
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O3 Medical Image Analysis Example
It might be a toy, but it is a futuristic toy.
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Leveraging Prior Knowledge
the not-so-secret technique to juice more nutrients out of data
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Reason Like a Radiologist
Structured thinking first, writing the report last.
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Sequential Diagnosis with Language Models
An interesting study on longitudinal diagnosis
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Thoughts on data annotation
frustrations and challenges, tears and sweat