Search Tag: deep learning

A Bold New World: GE Healthcare’s Pioneering Deep Learning Image Reconstruction Technology

2022 06 May

Artificial intelligence (AI) and healthcare access remain key themes at ISMRM as researchers and clinicians seek more efficient and effective solutions in today’s resource-constrained environment GE Healthcare highlights the continued expansion of its state-of-the-art AIR Recon DL technology across the totality of its 1.5T, 3.0T and 7.0T MR product... Read more

Deep Learning with Whole-body MRI Recognises Diabetes

2021 30 Oct

Obesity is associated with diabetes, but there are metabolically healthy individuals with excess body fat and others with normal body weight who develop insulin resistance.  The key risk factor is fat distribution.  Individuals who accumulate deep abdominal and visceral fat are more likely to develop insulin resistance than individuals with subcutaneous... Read more

Deep Learning Reduces Need for Gadolinium Contrast

2021 26 Oct

Gadolinium-based contrast agents (GBCAs), used during MRI scans, enhance brain tissue contrast. GBCAs are crucial for brain tumour care because they highlight areas with abnormal blood-brain barrier permeability that tumours cause.  This permits monitoring of treatment response and also guide surgical tumour removal.  Disadvantages to using GBCAs include... Read more

Automated Triaging of MRIs Rules Out Cancer in Dense Breasts

2021 08 Oct

Mammography provides early detection when breast cancer treatments are more successful. Unfortunately, mammography is less sensitive in women with dense than with fatty breast tissue. This is unfortunate because the breast cancer risk is three- to six times higher in dense rather than fatty breast tissue and two times higher than that of the average... Read more

ECR 2022: European Congress of Radiology

2022 13 Jul

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AI for Microscopy Images

2021 25 Apr

Analysing microscopy images has just become easier with a new, freely available artificial intelligence platform.   You might also like: Smartphones are becoming an indelible part of everyday life and also finding their way into healthcare. A new study explores the challenges and opportunities of their applications in biomedical... Read more

NLP+EHR: Automatic Detection of Adverse Drug Reactions

2021 07 Mar

A group of Spanish researchers present the results of their work on applying natural language processing (NLP) techniques for electronic health record analysis and specific data extraction.   You might also like: A vendor-neutral, open-source, natural language approach of EHR data is suggested by a team of U.K. researchers, to help... Read more

DL vs. ML in Biomedical Research

2021 14 Jan

Deep learning models are more efficient at discerning patterns and discriminative features in brain imaging than standard machine learning models, a new study shows ( Abrol A et al. 2021) .   You might also like: Radiomics in the Imaging of Brain Gliomas: Current Role and Future Perspectives   Researchers at the Center... Read more

Machine Learning and COVID-19 Management

2021 14 Jan

A new systematic review (Syeda et al. 2021) analyses artificial intelligence (AI) -based methods utilised to tackle the pandemic and provides insights into different COVID-19 themes.   You might also like: AI Tool Helps to Reduce COVID-19 Mortality   Since the onset of the COVID-19 pandemic, many healthcare organisations have... Read more

How Data Intelligence Will Be Crucial for Predicting the Next Pandemic

2020 28 Sep

Artificial intelligence developments in machine and deep learning are benefitting from the experience of COVID-19 to pave the way for future pandemic outbreaks. Key Points The generalised use of big data in healthcare implies a revolution that is reshaping the industry as we know it. Artificial intelligence... Read more