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Joseph Paul Cohen PhD

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Articole: 10

  1. ChargemasterDB

    (Joseph Paul Cohen PhD)

    ChargemasterDB is a database of hospital prices.

  2. Machine Learning and LLM References

    (Joseph Paul Cohen PhD)

    [Work in progress] Reading List Creating an updated page based on an old ML reference page: Advanced Natural Language Processing / Spring 2025 https://cmu-l3.github.io/anlp-spring2025/ nanoGPT – a small implementation of a transformer model https://github…

  3. Math Fancy – LaTeX Equation Editor

    (Joseph Paul Cohen PhD)

    For those that need transparent images of latex math for your presentations and dislike the changes to codecogs I made an alternative!

  4. Let’s stop reviewing for publishers that profit from research

    (Joseph Paul Cohen PhD)

    What’s the deal with how we review papers for venues (like conferences and journals) for free and then they go on to sell and restrict access to them?

  5. Counterfactual Explanations for Chest X-rays

    (Joseph Paul Cohen PhD)

    The goal of a prediction explanation method is to identify features which are relevant to the prediction of a neural network and convey that information to the user.

  6. TorchXRayVision: A library for chest X-ray datasets and models. Including pre-trained models

    (Joseph Paul Cohen PhD)

    TorchXRayVision: A library for chest X-ray datasets and models.

  7. Medical Imaging with Deep Learning Tutorial

    (Joseph Paul Cohen PhD)

    Download the lecture or view it online View videos on YouTube or BitTorrent Description: This lecture will be styled as a graduate lecture about medical imaging with deep learning.

  8. Building a public COVID-19 dataset of X-ray and CT scans

    (Joseph Paul Cohen PhD)

    In the context of a COVID-19 pandemic, is it crucial to streamline diagnosis.

  9. Generalization challenges and making models right for the right reasons in medicine

    (Joseph Paul Cohen PhD)

    Download the lecture or view it online Title: Generalization challenges and making models right for the right reasons in medicine (with a focus on chest X-ray diagnostics) Speaker: Joseph Paul Cohen PhD, Postdoctoral Fellow (Mila, University of Montreal)…

  10. Representation learning

    (Joseph Paul Cohen PhD)

    Download the lecture or view it online Deep learning overview, representation learning methods in detail (sammons map, t-sne), the backprop algorithm in detail, and regularization and its impact on optimization.