Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis

02/02/2021
by   Yang Wen, et al.
0

We collected 32 public datasets, of which 28 for medical imaging and 4 for natural images, to conduct study. The images of these datasets are captured by different cameras, thus vary from each other in modality, frame size and capacity. For data accessibility, we also provide the websites of most datasets and hope this will help the readers reach the datasets.

READ FULL TEXT
POST COMMENT

Comments

There are no comments yet.

Authors

page 1

page 2

page 3

page 4

07/22/2021

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

With an increase in deep learning-based methods, the call for explainabi...
07/30/2019

Exploring large scale public medical image datasets

Rationale and Objectives: Medical artificial intelligence systems are de...
09/02/2020

Efficient, high-performance pancreatic segmentation using multi-scale feature extraction

For artificial intelligence-based image analysis methods to reach clinic...
06/24/2021

A Systematic Collection of Medical Image Datasets for Deep Learning

The astounding success made by artificial intelligence (AI) in healthcar...
08/21/2019

Dataset Growth in Medical Image Analysis Research

Medical image analysis studies usually require medical image datasets fo...
08/04/2020

High performance on-demand de-identification of a petabyte-scale medical imaging data lake

With the increase in Artificial Intelligence driven approaches, research...
12/22/2017

A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design

When processing large medical imaging studies, adopting high performance...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.