---
title: "#medical-image-segmentation articles | Hashnode"
description: "Explore 2 articles tagged #medical-image-segmentation on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/medical-image-segmentation"
---

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# #medical-image-segmentation

2 posts · 0 followers

[Lakshmi Mahabaleshwara](https://hashnode.com/@lakshmi-mahabalesh) · [Jul 22](https://hashnode.com/posts/how-to-train-a-tumor-segmentation-model-on-ultrasound-data-with-monai/6a60f5843dee1fe3a0faaca9)

### [How to Train a Tumor Segmentation Model on Ultrasound Data with MONAI](https://freecodecamp.org/news/how-to-train-a-tumor-segmentation-model-on-ultrasound-data-with-monai?utm_source=hashnode&utm_medium=feed)

Most segmentation tutorials begin by choosing a model, feeding images into it, and tuning hyperparameters until the metric improves. But this skips the step that often matters most: understanding the

16 min read · [freecodecamp.org](https://freecodecamp.org/news/how-to-train-a-tumor-segmentation-model-on-ultrasound-data-with-monai?utm_source=hashnode&utm_medium=feed)

[Gabi Dobocan](https://hashnode.com/@gabidobo) · [Nov 20, 2024](https://hashnode.com/posts/unlocking-medical-image-segmentation-a-deep-dive-into-sam-driven-pseudo-label-refinement/673e1380ecd5e9dfc3d40474)

### [Unlocking Medical Image Segmentation: A Deep Dive into SAM-Driven Pseudo Label Refinement](https://blog.telepat.io/unlocking-medical-image-segmentation-a-deep-dive-into-sam-driven-pseudo-label-refinement?utm_source=hashnode&utm_medium=feed)

Modern technology has transformed many aspects of healthcare, with medical imaging being one zone experiencing remarkable advancements. Yet, accurate segmentation of medical images remains a challenging task. Often, it hinges on vast datasets full of...

5 min read · [blog.telepat.io](https://blog.telepat.io/unlocking-medical-image-segmentation-a-deep-dive-into-sam-driven-pseudo-label-refinement?utm_source=hashnode&utm_medium=feed)