766 datasets found

Groups: Medical Imaging

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  • Our Own Dataset

    The dataset used for prostate cancer segmentation and detection using Mask-RCNN model.

  • PROSTATEx-2 Challenge

    The dataset used for prostate cancer segmentation and detection using Mask-RCNN model.

  • Rectal Cancer Dataset

    The dataset used in this study contains preoperative clinical information and MRI scans of 900 rectal cancer patients.

  • Prostate Cancer Dataset

    The prostate cancer dataset used in the paper is a real dataset with 102 samples, 52 from prostate cancer tumors and 50 from healthy tissue.

  • Breast Cancer Diagnosis Dataset

    The dataset used in this study for breast cancer diagnosis using biophysical ultrasound features utilizing machine learning.

  • Dream2

    Two publicly available digital mammography datasets used for training and performance validation of the compression engines.

  • CBIS-DDSM1 and Dream2

    Two publicly available digital mammography datasets used for training and performance validation of the compression engines.

  • AATTCT-IDS

    A benchmark Abdominal Adipose Tissue CT Image Dataset (AATTCT-IDS) for image denoising, semantic segmentation, and radiomics evaluation.

  • NIH ChestX-ray14 dataset

    A dataset of real chest X-ray images for testing the bone structure extraction and enhancement model.

  • LUNA16 dataset

    LUNA16 dataset is a subset of the largest public dataset for pulmonary nodules, the LIDC-IDRI dataset.

  • kneeMRI dataset

    The kneeMRI dataset is a collection of sagittal proton-density weighted knee scans.

  • Patient Data

    A dataset of patient data for evaluating the performance of the proposed method.

  • Phantom Data

    The dataset is used to test the performance of the machine learning model for strain estimation and frame selection in ultrasound elastography.

  • AAA Dataset

    A dataset of pre-operative 3D CT scans and corresponding intra-operative 2D fluoroscopic images of AAA.

  • CBIS-DDSM

    The CBIS-DDSM dataset consists of scanned film mammograms with regions of interest (ROIs) of lesions identified on mammograms.

  • Brats dataset

    The Brats dataset contains T1-w MR brain images of healthy subjects and patients with brain tumors.

  • Head and Neck PET-CT dataset

    Head and Neck PET-CT dataset from the Cancer Image Archive (TCIA) used for evaluating the proposed feature gradient flow method for interpreting deep neural networks in head and...

  • Mitosis Detection Dataset

    The dataset used for mitosis detection in breast cancer histology images with deep neural networks.

  • Breast Cancer Segmentation Dataset

    The dataset used for automatic glandular and tubule region segmentation in histological grading of breast cancer.

  • Tubule Segmentation Dataset

    The dataset used for tubule segmentation of inhomogeneity images based on convolutional neural networks with fluorescence microscopy correction.