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#### **Healthcare Capabilities in AI**
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**1. AI Model Development**
- **Capabilities:**
- Crafting bespoke AI models tailored for healthcare applications.
- Leveraging dee…
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### 🚀 The feature
Implement CrossVIT model for Fine grained classification
### Motivation, pitch
CrossViT integrates multi-scale feature representations, enabling it to efficiently process images o…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
PNEUMONIA_DETECTION is a feature designed to identify the presence of pneumonia in patient…
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### :question: Question
Hi!
Is it worth to try experimenting with the nnDetection framework on 2D medical images, or is it designed (as the description says) solely for "3D (volumetric) medical obje…
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**Is your feature request related to a problem? Please describe.**
An end to end use case for MONAI Geometric workflows
**Describe the solution you'd like**
If we are considering a pipeline which …
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[The format of the issue]
Paper name/title:
Project link:
Paper link:
Code link:
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![ambiguity_L_FI_score_detection](https://github.com/user-attachments/assets/007b8eae-2db5-4495-846b-e3f10de89326)
Dear @vpchung, @rachitsaluja,
First of all, thank you for sharing lesion-wise e…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Detecting whether there is fracture in the bone surface or not through x-ray based i…
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**Is your feature request related to a problem? Please describe.**
’m always frustrated when diagnosing bone fractures manually as it is time-consuming and prone to human error. There is a need for a…
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First, I want to express my sincere gratitude for TotalSegmentator. Your open-source contribution is invaluable to the medical imaging community.
I'm currently working on an L3 vertebra detection…