prostate
Datasets
All datasets matching “prostate”QIN-PROSTATE
QIN-PROSTATE-Repeatability
Annotated test-retest multi-parametric MRI of the prostate. Fifteen treatment-naive
subjects each scanned twice within two weeks on the same 3T scanner with an
endorectal coil, yielding 30 imaging studies. Each study contains T2-weighted axial,
diffusion-weighted (b=0, b=1400), apparent diffusion coefficient (ADC), and dynamic
contrast-enhanced (DCE) subtraction series, with manual whole-gland, peripheral-zone,
suspected-lesion, and normal-PZ… See the full description on the dataset page: https://huggingface.co/datasets/MedOtter/QIN-PROSTATE.Prostate-Anatomical-Edge-Cases
Prostate-Anatomical-Edge-Cases
Stress-Testing Pelvic Autosegmentation Algorithms Using Anatomical Edge Cases —
a TCIA collection of pelvic radiotherapy planning CT with manually contoured
organs at risk, curated so that most cases contain anatomy known to break
autosegmentation algorithms (Kanwar et al., Phys Imaging Radiat Oncol 2023).
Read before using — the name is misleading in two ways:
This is CT, not MRI. Despite "Prostate" in the name it is not a prostate
mpMRI/zonal… See the full description on the dataset page: https://huggingface.co/datasets/MedOtter/Prostate-Anatomical-Edge-Cases.prostate158_nnUNet_3d_fullres_20_epochprostate128_t2_anatomy_nnUNet_3d_fullres_20_epochRefined-TCGA-PRAD-Prostate-Cancer-Pathology-Dataset
Note: Our 245 TCGA cases are ones we identified as having potential for improvement.
We plan to upload them in two phases: the first batch of 138 cases, and the second batch of 107 cases in the quality review pipeline, we plan to upload them around early of January, 2025.
Dataset: A Second Opinion on TCGA PRAD Prostate Dataset Labels with ROI-Level Annotations
Overview
This dataset provides enhanced Gleason grading annotations for the TCGA PRAD prostate cancer… See the full description on the dataset page: https://huggingface.co/datasets/Humanbased-AI/Refined-TCGA-PRAD-Prostate-Cancer-Pathology-Dataset.msd-prostate
Medical Segmentation Decathlon: Prostate
Dataset Description
This is the Prostate dataset from the Medical Segmentation Decathlon (MSD) challenge. The dataset contains MRI scans with segmentation annotations for prostate segmentation.
Dataset Details
Modality: MRI
Task: Task05_Prostate
Target: peripheral zone and transition zone
Format: NIfTI (.nii.gz)
Dataset Structure
Each sample in the JSONL file contains:
{
"image":… See the full description on the dataset page: https://huggingface.co/datasets/MedOtter/msd-prostate.