Search Tag: machine learning

IT Management

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

IT Management

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

IMAGING Management

Machine Learning to Predict Efficacy of Anti-Cancer Drug

2020 09 Nov

With the advent of pharmacogenomics, machine learning research is well underway to predict the patients' drug response that varies by individual from the algorithms derived from previously collected data on drug responses. Entering high-quality learning data that can reflect a person's drug response as much as possible is the starting point for improving... Read more

Health Management

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

IT Management

Applying AI Algorithms to COVID-19

2020 16 Jul

The adage ‘necessity is the mother of invention’ is all the more true during the COVID-19 pandemic, when scientists are racing to find new vaccines and treatments. Early diagnosis of the disease is another area that needs to be given more focus, since timely and accurate detection of patients with COVID-19 means appropriate therapy can be initiated... Read more

IT Management

3D Brain Modelling by HIBALL

2020 26 Jun

A new collaboration between German and Canadian institutions has been launched with a goal to develop a high-resolution 3D map of functional neuroanatomy using artificial intelligence and high-performance computing.   You might also like: AI in medical imaging may make the biggest impact in healthcare   The new... Read more

IT Management

COVID-19 Exit Strategy Simulator Available Online

2020 29 May

An online tool simulates COVID-19 exit strategy planning for nearly 100 countries assessing various restrictive measures implemented in different countries around the world.   You might also like : Simulation Predicts COVID-19 Hospital Capacity   The tool, called COVID-19 Adaptive Exit Strategies Simulator, has been developed by a... Read more

Cardiology Management

The Impact of Digital Technology on Healthcare

2020 20 Feb

Digital technology has become an integral part of healthcare and is all set to revolutionise the practice of medicine. Digital technology has greatly improved operational efficiency with respect to standards of medical care. The transformation has significantly enhanced the overall experience of both healthcare professionals and patients. Some... Read more

Cardiology Management

Machine Learning and Early Diagnosis of CVD

2020 20 Feb

Despite significant advances in the diagnosis and management of cardiac disease, cardiovascular disease continues to have high morbidity and mortality. In some  cases, the diagnosis is delayed, while in others, the diagnosis is mistaken for another disorder. Advanced technology and machine learning have opened up new opportunities to evaluate image-based... Read more

Executive Health Management

Reimagined Hospitals

2020 29 Jan

In 10 years, the healthcare system will be a different beast. The power of technology and data will change the way we face the current challenges driving us towards more integrated care based on population health and value, with increased patient engagement. This all means the old healthcare provision paradigm is crumbling. Not that hospitals will... Read more