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Medical records often contain scanned text, whether they are physical documents scanned into the system or digital documents from which text cannot be extracted.
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Looking at your agent run for the first time is a truly magical experience.
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TotalSegmentator is a tool for medical segmentation of most major anatomical structures.
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These days, fine-tuning large language models (LLMs) seems to be getting easier and easier.
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Generative models, such as ChatGPT and Llama2, excel in question-answering tasks given a specific context.
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Some time ago, with the explosion of DALLE2 and stable diffusion, I also wanted to understand how these models tick, so I opened the Denoising Diffusion Probabilistic Models (DDPM) paper.
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In this post, I will use a vision transformer to classify ECG signals and use the attention scores to interpret what part of the signal the model is focusing on.
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In recent years, self-supervised learning for computer vision has transitioned from pretext tasks to siamese based representation learning.
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If you are working in a big tech company, chances are you have a CI/CD pipeline built by engineers and devops for you.
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Conditional GAN architectures such as cGAN learn to generate fake images with a specific condition.