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A survey of deep learning for MRI brain tumor segmentation methods: Trends, challenges, and future directions
ConclusionThis review's objective is to increase scholars' interest in this difficult field and familiarize them with current advancements in it. To create CAD systems aimed at brain tumor identification using MR images, digital image processing approaches, such as preprocessing, segmentation, and classification, are applied. The classic machine learning and deep learning approaches for brain tumor identification are deliberated in this work. This paper provides a summary of commonly used MR image datasets. For classification, various machine learning and deep learning algorithms have been used. This survey examines curren...
Source: Health and Technology - February 27, 2023 Category: Information Technology Source Type: research

Toku Eyes launches AI retinal health scanner in the US
The AI platform can predict a person ' s risk of having a stroke or a heart attack in the next five years.
Source: mobihealthnews - June 1, 2022 Category: Information Technology Source Type: news

RapidAI snags FDA clearance for neuroimaging analysis device
RapidAI, a health tech company specializing in stroke imaging, has received clearance from the FDA for its Rapid ASPECTS neuroimaging analysis device. The product was designed to improve physicians ’ interpretations of Non-Contrast CT (NCCT) scans using the automated ASPECT score, according to the company. It uses the Alberta Stroke Program Early CT Scoring (ASPECTS) and machine learning to come up with an ASPECTS score for certain regions of the brain that have early signs of brain infarct ion.
Source: mobihealthnews - July 7, 2020 Category: Information Technology Source Type: news

AI Tool Helps Radiologists Detect Brain Aneurysms
Doctors could soon get some help from an artificial intelligence tool when diagnosing brain aneurysms - bulges in blood vessels in the brain that can leak or burst open, potentially leading to stroke, brain damage or death. The AI tool, developed by researchers at Stanford University and detailed in a paper published June 7 in JAMA Network Open, highlights areas of a brain scan that are likely to contain an aneurysm.
Source: eHealth News EU - June 10, 2019 Category: Information Technology Tags: Featured Research Research and Development Source Type: news

New Technique Makes Brain Scans Better
People who suffer a stroke often undergo a brain scan at the hospital, allowing doctors to determine the location and extent of the damage. Researchers who study the effects of strokes would love to be able to analyze these images, but the resolution is often too low for many analyses. To help scientists take advantage of this untapped wealth of data from hospital scans, a team of MIT researchers, working with doctors
Source: eHealth News EU - June 26, 2017 Category: Information Technology Tags: Featured Research Research and Development Source Type: news

Le développement actuel de la télémédecine en Allemagne
Conclusion La promulgation récente d’une loi sur l’organisation des soins en Allemagne, incluant la pratique de la télémédecine, et la mise en place d’une stratégie nationale de développement par le ministère fédéral de la Santé sont des signes en faveur d’un développement plus rapide de la télémédecine. Objectives To assess the state of development of telemedicine in Germany in 2013, identify the strengths and weaknesses of existing organisations, as well as the medium-term outlook. Methods Collection of data from the registry established by the institute für Arbeit und Technik and the statistics ...
Source: European Research in Telemedicine - November 1, 2014 Category: Information Technology Source Type: research