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New machine learning techniques help resolve structural biology challenges

Determining the 3D shapes of biological molecules is one of the hardest problems in modern biology and medical discovery. Companies and research institutions often spend millions of dollars to determine a molecular structure – and even such massive efforts are frequently unsuccessful.

27 Aug 2021

New machine learning method enhances computational prediction of RNA structures

Researchers present ARES (Atomic Rotationally Equivariant Scorer) – a machine learning method that significantly improves the computational prediction of RNA structures over previous approaches. Like proteins, RNA molecules twist and fold into intricate three-dimensional shapes that are crucial to their function.

27 Aug 2021

Deep learning model can classify intracranial tumors using a single 3D MRI scan

A team of researchers at Washington University School of Medicine have developed a deep learning model that is capable of classifying a brain tumor as one of six common types using a single 3D MRI scan, according to a study published in Radiology: Artificial Intelligence.

11 Aug 2021

First data-driven deep learning model can predict COVID-19 outbreak two weeks in advance

People's social behavior, reflected in their mobility data, is providing scientists with a way to forecast the spread of COVID-19 nationwide at the county level.

8 Aug 2021

Researchers use AI to assess metastatic potential of melanoma cells

Using artificial intelligence (AI), researchers from UT Southwestern have developed a way to accurately predict which skin cancers are highly metastatic.

5 Aug 2021

New study examines B cell receptor repertoires in COVID-19 patients

In a paper recently uploaded to the preprint server bioRxiv* by Kim et al. (August 2, 2021), the B cell receptor repertoire of 1,060 COVID-19 patients is compared to that of an equal number of healthy volunteers in a novel manner, utilizing computational deep-learning-based protein embedding techniques, which demonstrate a resolution capable of tracking the changes in immunity in an individual over the course of infection.

5 Aug 2021

New method predicts if COVID-19 clinical trials will be completed or suspended

In order to win the battle against COVID-19, studies to develop vaccines, drugs, devices and re-purposed drugs are urgently needed.

21 Jul 2021

Advances in machine learning and AI unlock myriad of applications

The July 2021 issue of IEEE/CAA Journal of Automatica Sinica features six articles that showcase the potential of machine learning in its various forms.

19 Jul 2021

Brain signals translated into speech give paralyzed man back his words

Scientists at UC San Francisco have successfully developed a "speech neuroprosthesis" device that has enabled a man with severe paralysis to communicate in sentences, translating signals from his brain to text on a screen.

15 Jul 2021

Research identifies key role of CXCL9 cytokine in age-related chronic inflammation

An inflammatory-aging clock called developed by Stanford University School of Medicine and the Buck Institute for Research on Aging can predict how strong your immune system will be in 10 years, when you'll become frail or whether you may develop cardiovascular diseases a few years down the road.

14 Jul 2021

New AI systems offers quicker, more accurate diagnosis for blistering disease

Scientists at the University of Groningen have trained an Artificial Intelligence system to recognize a specific pattern in skin biopsies of patients with the blistering disease epidermolysis bullosa acquisita.

8 Jul 2021

Optibrium Publishes Major Peer-Reviewed Study on AI Applications to Global Pharma Data

Optibrium Limited today announced the publication of a peer-reviewed study in Applied AI Letters, “Deep Imputation on Large-Scale Drug Discovery Data”.

From Optibrium Ltd. 29 Jun 2021

New artificial intelligence system could lead to improved ways to control high ozone problems

Ozone levels in the earth's troposphere (the lowest level of our atmosphere) can now be forecasted with accuracy up to two weeks in advance, a remarkable improvement over current systems that can accurately predict ozone levels only three days ahead.

25 Jun 2021

New microscopy technique reveals the cellular make-up of Wilm's tumors

A new technique to look at tumors under the microscope has revealed the cellular make-up of Wilm's tumors, a childhood kidney cancer, in unprecedented detail.

24 Jun 2021

Researchers study COVID-19 immune dysfunction in relation to phosphatidylserine

Often patients suffering from COVID-19 (coronavirus disease) show striking immune dysregulation - causing increased morbidity and mortality. Mechanisms for adaptive immune disturbance, lymphopenia, and thromboinflammation in COVID-19 are still poorly understood.

23 Jun 2021

AI system can rapidly identify healthy, productive skin stem cells

Stem cell therapy is at the cutting edge of regenerative medicine, but until now researchers and clinicians have had to painstakingly evaluate stem cell quality by looking at each cell individually under a microscope.

23 Jun 2021

Scientists use EBRAINS to teach robots vision and touch

How the brain lets us perceive and navigate the world is one of the most fascinating aspects of cognition. When orienting ourselves, we constantly combine information from all six senses in a seemingly effortless way - a feature that even the most advanced AI systems struggle to replicate.

21 Jun 2021

New method accurately detects virulent infections in advance

When viruses infect cells, changes in the cell nucleus occur, and these can be observed through fluorescence microscopy.

21 Jun 2021

Deep learning could transform the ability to accurately interpret HIV test results

Pioneering technology developed by UCL and Africa Health Research Institute researchers could transform the ability to accurately interpret HIV test results, particularly in low- and middle-income countries.

18 Jun 2021

Chan Zuckerberg Initiative announces nearly $28 million for visual proteomics

Today, the Chan Zuckerberg Initiative (CZI) announced nearly $28 million in grants to support technology developments that will allow researchers to see the inner workings of cells at near-atomic resolution through next-generation electron microscopy.

18 Jun 2021