Coursera - Foundations of mining non-structured medical data
About three hours worth of video lectures on working with medical data of various types and structures, including text and image data. Appears fairly high-level and intended for beginners.
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- 2026-10-10
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Process Mining: Data science in Action coursera.org
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JensenLab text mining exercises jensenlab.org
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Biomedical Literature Mining link.springer.com
A (non-free) volume of Methods in Molecular Biology from 2014. Chapters covers introductory principles in text mining, applications in the biological sciences, and potential for use in clinical or medical safety scenarios.
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Getting Started in Text Mining journals.plos.org
A brief introduction to bio-text mining from Cohen and Hunter. More than ten years old but still quite relevant. See also an earlier paper by the same authors.
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This paper from Hongfang Liu's group at Mayo Clinic sciencedirect.com
demonstrates how text embeddings trained on biomedical or clinical text can, but don't always, perform better on biomedical natural language processing tasks. That being said, pre-trained embeddings may be appropriate for your needs, especially as training domain-specific…
Biomedical Information Extraction › Tutorials > Pre-LLM Guides, Lectures, and Courses: “About three hours worth of video lectures on working with medical data of various types and structures, including text and image data. Appears fairly high-level and intended for beginners.”