Here is the best article on the topic images x. That is compiled by https://www.passion-citroen.com
1. Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning | Nature Biomedical Engineering
- Author: www.nature.com
- Date Submitted: 06/13/2020 04:03 PM
- Average star voting: (4.84/5 stars and 67829 reviews)
- Summary: In tasks involving the interpretation of medical images, suitably trained machine-learning models often exceed the performance of medical experts. Yet such a high-level of performance typically requires that the models be trained with relevant datasets that have been painstakingly annotated by experts. Here we show that a self-supervised model trained on chest X-ray images that lack explicit annotations performs pathology-classification tasks with accuracies comparable to those of radiologists. On an external validation dataset of chest X-rays, the self-supervised model outperformed a fully supervised model in the detection of three pathologies (out of eight), and the performance generalized to pathologies that were not explicitly annotated for model training, to multiple image-interpretation tasks and to datasets from multiple institutions. A self-supervised model trained on chest X-ray images that lack explicit annotations performs pathology-classification tasks with accuracies comparable to those of radiologists.
- Match with the search results: Sep 15, 2022 … In tasks involving the interpretation of medical images, suitably trained machine-learning models often exceed the performance of medical …
2. The challenges of X-ray image analysis and the value of training
- Author: mag.wcoomd.org
- Date Submitted: 07/04/2019 12:33 PM
- Average star voting: (3.67/5 stars and 30106 reviews)
- Summary:
- Match with the search results: Conventional X-ray machines are smaller and less powerful X-ray systems, primarily used for airport and cargo screening. Vehicle inspection requires bigger and …

3. Iconic James Webb Space Telescope images get X-ray vision boost
- Author: www.space.com
- Date Submitted: 12/29/2020 09:45 AM
- Average star voting: (4.03/5 stars and 56834 reviews)
- Summary: Four of the first science-quality images from NASA’s James Webb Space Telescope have received a boost from the Chandra X-ray Observatory.
- Match with the search results: Oct 5, 2022 … Four of the first science-quality images from NASA’s James Webb Space Telescope have received a boost from the Chandra X-ray Observatory.
4. The first Webb images got a psychedelic, X-ray vision makeover | CNN
- Author: www.cnn.com
- Date Submitted: 08/02/2019 12:32 AM
- Average star voting: (3.5/5 stars and 78374 reviews)
- Summary: Several of the first images captured by the James Webb Space Telescope have been enhanced with the glowing pinks, purples and blues of X-rays captured by NASA’s Chandra X-ray Observatory.
- Match with the search results: Oct 5, 2022 … The James Webb Space Telescope’s image of the Cartwheel galaxy glows with purple X-ray light captured by the Chandra X-ray Observatory.

5. AI Can Predict People’s Race From X-Ray Images, And Scientists Are Concerned
- Author: www.sciencealert.com
- Date Submitted: 09/01/2020 02:49 PM
- Average star voting: (3.68/5 stars and 62019 reviews)
- Summary: Deep learning models based on artificial intelligence can identify someone’s race just from their X-rays, new research has revealed – something that would be impossible for a human doctor looking at the same images.
- Match with the search results: May 18, 2022 … Deep learning models based on artificial intelligence can identify someone’s race just from their X-rays, new research has revealed …
6. COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios
- Author: www.ncbi.nlm.nih.gov
- Date Submitted: 05/26/2021 01:39 PM
- Average star voting: (3.52/5 stars and 46211 reviews)
- Summary:
- Match with the search results: May 8, 2020 … The standard image diagnosis tests for pneumonia are chest X-ray (CXR) and computed tomography (CT) scan. Although CT scan is the gold …

7. Chandra :: Photo Album :: Chandra Meets Webb :: October 4, 2022
- Author: chandra.harvard.edu
- Date Submitted: 07/26/2019 01:56 AM
- Average star voting: (3.98/5 stars and 71628 reviews)
- Summary:
- Match with the search results: Oct 4, 2022 … X-rays from Chandra have been combined with infrared data from early publicly-released James Webb Space Telescope images.
8. A fully comprehensive LinkedIn size guide for images and video
- Author: www.linkedin.com
- Date Submitted: 02/28/2021 03:28 AM
- Average star voting: (3.62/5 stars and 50117 reviews)
- Summary: How important is it to add images to our posts on LinkedIn? Although LinkedIn is traditionally about words, not so much about pictures, it is still important to post images on LinkedIn. You may attract a different audience or a wider audience if you add images to your LinkedIn posts.
- Match with the search results: Jun 24, 2021 … All sizes are in pixels. LinkedIn personal profiles, optimum image sizes. LinkedIn profile picture size: 400 x 400; LinkedIn banner or …
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