$24

Flying High – Brain Tumor Segmentation Kit

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Flying High – Brain Tumor Segmentation Kit

🧠 Flying High – Brain Tumor Segmentation Kit

A clean, ready-to-use brain tumor segmentation dataset with expert-annotated results.

What’s Inside:

• ✅ Tumor segmentation with perfect Dice score = 1

• ✅ Files in .nii & .seg.nrrd + 3D Slicer scene file

• ✅ Bonus: Editable segmentation template

• ✅ Evaluation report (Dice, HD95, tumor volume)

• ✅ Screenshot preview + simple guide

Perfect for:

• 🧑‍⚕️ Medical imaging learners

• 🤖 AI developers & BraTS participants

• 📚 Educators teaching segmentation

No fluff. Just real results, real files, and a real workflow.

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🧠 Product Name: Flying High – Brain Tumor Segmentation Kit ⸻ 📦 What’s Inside: • ✅ 8 BraTS MRI Files (.nii.gz) • ✅ Manual Tumor Segmentation • Segmentation.nii • Segmentation.seg.nrrd • ✅ 3D Scene File (Scene.mrml) • ✅ Segmentation Evaluation Report • Dice Score: 1.0 • HD95: 38.01 • ✅ Editable Segmentation Template • ✅ 3D Screenshot Preview • ✅ How-to Guide (README PDF) ⸻ 🧪 Tools Used: • 3D Slicer (Free & Open Source) • Thresholding • Level Tracing • Manual Smoothing • Segment Statistics & Comparison ⸻ 🎯 Who It’s For: • Students learning 3D medical imaging • Researchers training segmentation models • Beginners practicing brain tumor annotation ⸻ 💡 Why Buy: • Real MRI data, pre-annotated manually • Perfect segmentation (Dice = 1.0) • Use for practice, evaluation, or research • Save time and get high-quality ground truth

Reference Segmentation
Set as the ground truth ✅
Compare Segmentation
Your predicted/segmented result ✅
Dice Coefficient
1.000 – Perfect overlap between prediction & truth ✅
True Positives (%)
40.68% – Correct tumor voxels
True Negatives (%)
59.32% – Correct non-tumor voxels
False Positives (%)
0% – No over-segmentation
False Negatives (%)
0% – No under-segmentation
Reference Volume (cc)
16.459 cc
Compare Volume (cc)
16.459 cc – Identical ✅
Reference Center (x,y,z)
(-11.37, -22.47, 5.19)
Compare Center (x,y,z)
(-11.37, -22.47, 5.19) – Identical ✅
Size
199 MB
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