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✨ [Add]: Add MSD Dataset and Documentation

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- license: cc-by-nc-nd-4.0
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+ license: cc-by-sa-4.0
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  ---
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+
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+ # 🏆 Medical Segmentation Decathlon Dataset
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+
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+ ## 📝 Overview
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+ The **Medical Segmentation Decathlon (MSD)** is a comprehensive benchmark dataset for validating algorithms in 3D medical image segmentation. It includes 10 distinct tasks, each with unique challenges like small data sizes, unbalanced labels, varying object scales, multi-class labels, and multimodal imaging.
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+
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+ ## 🔗 Dataset Access
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+ - 🌐 **Website:** [Medical Decathlon](http://medicaldecathlon.com/)
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+ - 📂 **Google Drive:** [MSD Google Drive](https://drive.google.com/drive/folders/1HqEgzS8BV2c7xYNrZdEAnrHk7osJJ--2)
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+
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+ ## 🧩 Task Descriptions and Download Links
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+
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+ ### 🧠 Task 01: Brain Tumours
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+ - **Target:** Gliomas segmentation (necrotic/active tumour and oedema)
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+ - **Modality:** Multimodal MRI (FLAIR, T1w, T1gd, T2w)
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+ - **Size:** 750 4D volumes (484 Training + 266 Testing)
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+ - **Source:** BRATS 2016 & 2017 datasets
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+ - **Challenge:** Complex, heterogeneously-located targets
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+ - 📥 **Download:** [Task01_BrainTumour.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task01_BrainTumour.tar)
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+
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+ ### ❤️ Task 02: Heart
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+ - **Target:** Left Atrium
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+ - **Modality:** Mono-modal MRI
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+ - **Size:** 30 3D volumes (20 Training + 10 Testing)
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+ - **Source:** King’s College London
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+ - **Challenge:** Small dataset with high variability
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+ - 📥 **Download:** [Task02_Heart.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task02_Heart.tar)
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+
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+ ### 🫁 Task 03: Liver
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+ - **Target:** Liver and tumour
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+ - **Modality:** Portal venous phase CT
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+ - **Size:** 201 3D volumes (131 Training + 70 Testing)
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+ - **Source:** IRCAD Hôpitaux Universitaires
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+ - **Challenge:** Unbalanced labels with large (liver) and small (tumour) targets
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+ - 📥 **Download:** [Task03_Liver.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task03_Liver.tar)
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+
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+ ### 🧬 Task 04: Hippocampus
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+ - **Target:** Hippocampus head and body
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+ - **Modality:** Mono-modal MRI
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+ - **Size:** 394 3D volumes (263 Training + 131 Testing)
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+ - **Source:** Vanderbilt University Medical Center
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+ - **Challenge:** High-precision segmentation of small neighboring structures
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+ - 📥 **Download:** [Task04_Hippocampus.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task04_Hippocampus.tar)
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+
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+ ### 🧑‍⚕️ Task 05: Prostate
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+ - **Target:** Prostate central gland and peripheral zone
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+ - **Modality:** Multimodal MRI (T2, ADC)
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+ - **Size:** 48 4D volumes (32 Training + 16 Testing)
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+ - **Source:** Radboud University Medical Centre
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+ - **Challenge:** Segmenting two adjacent regions with large variations
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+ - 📥 **Download:** [Task05_Prostate.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task05_Prostate.tar)
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+
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+ ### 🌬️ Task 06: Lung
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+ - **Target:** Lung and tumours
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+ - **Modality:** CT
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+ - **Size:** 96 3D volumes (64 Training + 32 Testing)
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+ - **Source:** The Cancer Imaging Archive
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+ - **Challenge:** Small target (cancer) in a large image
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+ - 📥 **Download:** [Task06_Lung.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task06_Lung.tar)
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+
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+ ### 🍃 Task 07: Pancreas
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+ - **Target:** Pancreas and tumour
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+ - **Modality:** Portal venous phase CT
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+ - **Size:** 420 3D volumes (282 Training + 139 Testing)
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+ - **Source:** Memorial Sloan Kettering Cancer Center
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+ - **Challenge:** Unbalanced labels with large, medium, and small structures
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+ - 📥 **Download:** [Task07_Pancreas.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task07_Pancreas.tar)
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+
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+ ### 🩸 Task 08: Hepatic Vessels
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+ - **Target:** Hepatic vessels and tumour
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+ - **Modality:** CT
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+ - **Size:** 443 3D volumes (303 Training + 140 Testing)
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+ - **Source:** Memorial Sloan Kettering Cancer Center
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+ - **Challenge:** Small, tubular structures near a heterogeneous tumour
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+ - 📥 **Download:** [Task08_HepaticVessel.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task08_HepaticVessel.tar)
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+
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+ ### 🌿 Task 09: Spleen
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+ - **Target:** Spleen
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+ - **Modality:** CT
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+ - **Size:** 61 3D volumes (41 Training + 20 Testing)
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+ - **Source:** Memorial Sloan Kettering Cancer Center
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+ - **Challenge:** Large foreground size variation
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+ - 📥 **Download:** [Task09_Spleen.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task09_Spleen.tar)
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+
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+ ### 🩹 Task 10: Colon
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+ - **Target:** Colon Cancer Primaries
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+ - **Modality:** CT
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+ - **Size:** 190 3D volumes (126 Training + 64 Testing)
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+ - **Source:** Memorial Sloan Kettering Cancer Center
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+ - **Challenge:** Heterogeneous appearance
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+ - 📥 **Download:** [Task10_Colon.tar](https://msd-for-monai.s3-us-west-2.amazonaws.com/Task10_Colon.tar)
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+
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+ ## 📜 License
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+ The data is available under a permissive CC-BY-SA 4.0 license, allowing sharing, distribution, and further development.
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+
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+ ## 🖋️ Citation
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+ Please cite the following paper when using this dataset:
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+
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+ **[A large annotated medical image dataset for the development and evaluation of segmentation algorithms](https://arxiv.org/abs/1902.09063)**
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+
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+ ## 📏 Assessment Metrics
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+ Performance is evaluated using:
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+ - 🥇 **Dice Score (DSC)**
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+ - 📐 **Normalized Surface Distance (NSD)**
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+
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+ ## 📬 Contact
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+ For questions, please reach out to the organizers at: [email protected]
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