Wednesday January 29, 2020

Researchers Can Now Detect Heart Failure with 100% Accuracy with the Help of Artificial Intelligence

Conversely, their new model uses a combination of advanced signal processing and machine learning tools on raw ECG signals, delivering 100 per cent accuracy

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Artificial Intelligence Bot
Artificial Intelligence Bot. Pixabay

With the help of Artificial Intelligence(AI), researchers have developed a neural network approach that can accurately identify congestive heart failure with 100 per cent accuracy through analysis of just one raw electrocardiogram (ECG) heartbeat.

Congestive heart failure (CHF) is a chronic progressive condition that affects the pumping power of the heart muscles. Associated with high prevalence, significant mortality rates and sustained healthcare costs, clinical practitioners and health systems urgently require efficient detection processes.

The researchers have worked to tackle these important concerns by using Convolutional Neural Networks (CNN) – hierarchical neural networks highly effective in recognising patterns and structures in data.

“We trained and tested the CNN model on large publicly available ECG datasets featuring subjects with CHF as well as healthy, non-arrhythmic hearts. Our model delivered 100 per cent accuracy: by checking just one heartbeat we are able detect whether or not a person has heart failure,” said study researcher Sebastiano Massaro, Associate Professor at the University of Surrey in the UK.

artificial intelligence, nobel prize
“Artificial intelligence is now one of the fastest-growing areas in all of science and one of the most talked-about topics in society.” VOA

“Our model is also one of the first known to be able to identify the ECG’ s morphological features specifically associated to the severity of the condition,” Massaro said.

Published in Biomedical Signal Processing and Control Journal, the research drastically improves existing CHF detection methods typically focused on heart rate variability that, whilst effective, are time-consuming and prone to errors.

Also Read: Here’s Why 5G Not Yet on Apple’s Mind as Rivals Go Gaga Over it

Conversely, their new model uses a combination of advanced signal processing and machine learning tools on raw ECG signals, delivering 100 per cent accuracy.

“With approximately 26 million people worldwide affected by a form of heart failure, our research presents a major advancement on the current methodology,” said study researcher Leandro Pecchia from the University of Warwick. (IANS)

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OPPO Joins Hands with IIT Hyderabad to Boost AI, 5G Integration

A memorandum of understanding (MoU) was signed between IIT Hyderabad and OPPO to facilitate exchange of ideas and carry out research

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Vivo, OPPO
As an industry leader in innovation, OPPO has invested heavily in the development and research of 5G smartphones. Wikimedia commons

Chinese smartphone maker OPPO on Monday said it has entered into a partnership with Indian Institute of Technology-Hyderabad (IIT Hyderabad) to promote collaborative research on advanced and emerging technologies.

The collaboration is aimed at promoting joint research and development for multiple projects over a period of two years for the development of new technologies in areas specific to camera and image processing, battery, networks (5G), system performance and Artificial Intelligence (AI), among other areas.

The partnership is in line with OPPO’s effort to build localised solutions for the Indian market.

“We are happy to collaborate with OPPO India through the expertise of our researchers, to further support and strengthen their R&D efforts in bringing technological breakthroughs for the Indian market,” Sumohana S. Channappayya, Dean – Research and Development, IIT Hyderabad, said in a statement.

5G
FILE – People stand next to a 5G logo during the Mobile World Congress wireless show, in Barcelona, Spain, Feb. 28, 2018. VOA

“This collaboration with OPPO will help in the development of indigenous solutions to cater to the dynamic needs of the Indian consumers,” Channappayya added.

A memorandum of understanding (MoU) was signed between IIT Hyderabad and OPPO to facilitate exchange of ideas and carry out research.

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“Our collaboration with IIT Hyderabad is in line with our vision to enhance R&D and innovation capabilities at OPPO India as we continue our endeavour to build localized solutions for the Indian market,” said Tasleem Arif, Vice President and Head R&D, OPPO India.

“This collaboration aims to pave the way to carry out quality research and promote the rapid integration of cutting-edge technology, particularly in the areas of 5G and AI,” Arif said. (IANS)