Machine Learning News and Research

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Artificial neural network for automatically decoding and interpreting cortical signals

Russian scientists have proposed a new algorithm for automatic decoding and interpreting the decoder weights, which can be used both in brain-computer interfaces and in fundamental research. The results of the study were published in the Journal of Neural Engineering.

23 Mar 2021

New AI platform can help assess vascular diseases

An international team of scientists from Nanyang Technological University, Singapore (NTU Singapore), Brown University and the Massachusetts Institute of Technology (MIT) has developed an artificial intelligence (AI) platform that could one day be used in a system to assess vascular diseases, which are characterised by the abnormal condition of blood vessels.

23 Mar 2021

Study may help develop effective biosensors for non-invasive diagnosis of prostate cancer

The efficacy of biosensors used in clinical tests depends critically on the surface of the device on which the biorecognition molecules are immobilized.

23 Mar 2021

Ai helps identify critical interactions for SARS-CoV-2 spike protein binding to ACE2

Recently, researchers from the US employed multiple-µs molecular dynamic simulations to compare the relative dynamics, stabilities, and energy differences between the SARS-CoV receptor-binding domain (RBD)-ACE2 and SARS-CoV-2 RBD-ACE2 complexes. The study is published on the preprint server, bioRxiv.

23 Mar 2021

Computational analysis helps identify hematological malignancies that elude the human eye

Myelodysplastic syndrome (MDS) is a disease of the stem cells in the bone marrow, which disturbs the maturing and differentiation of blood cells. Annually, some 200 Finns are diagnosed with MDS, which can develop into acute leukemia. Globally, the incidence of MDS is 4 cases per 100,000 person years.

22 Mar 2021

AI-based system for real-time prediction of complications in intensive care units

Life-threatening situations occur time and again in an intensive care unit. To make sure that doctors can intervene in time, a team at the German Heart Center Berlin has developed AI-based software that regularly evaluates all monitoring data and alerts staff before a critical situation is reached.

22 Mar 2021

RADLogics AI-Powered COVID-19 solution reduces turnaround time

Moscow Center for Diagnostics & Telemedicine and RADLogics shared the results of a large-scale study (Moscow Experiment on the Computer Vision for the Analysis of Medical Images - mosmed.ai, NCT04489992) conducted by the Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department.

22 Mar 2021

FDA authorizes first machine learning-based COVID-19 non-diagnostic screening device

Today, the U.S. Food and Drug Administration issued an emergency use authorization (EUA) for the first machine learning-based Coronavirus Disease 2019 (COVID-19) non-diagnostic screening device that identifies certain biomarkers that are indicative of some types of conditions, such as hypercoagulation (a condition causing blood to clot more easily than normal).

20 Mar 2021

Online learning platform about COVID-19 pandemic aids frontline workers, educates the public

When the COVID-19 pandemic forced medical students out of classrooms and clinical rotations this time last year, the state of Georgia's only public medical school had to quickly rethink its traditional curriculum.

19 Mar 2021

Older and non-White people less likely to be captured by mobility data used in response to COVID-19

Information on individuals' mobility--where they go as measured by their smartphones--has been used widely in devising and evaluating ways to respond to COVID-19, including how to target public health resources.

17 Mar 2021

Researchers find a better way to identify cells and understand the mechanisms of diseases

In researching the causes and potential treatments for degenerative conditions such as Alzheimer's or Parkinson's disease, neuroscientists frequently struggle to accurately identify cells needed to understand brain activity that gives rise to behavior changes such as declining memory or impaired balance and tremors.

17 Mar 2021

AI screenings of pap smears can detect precursors to cervical cancer

Using artificial intelligence and mobile digital microscopy, researchers hope to create screening tools that can detect precursors to cervical cancer in women in resource-limited settings.

17 Mar 2021

Machine learning approach can identify cancerous single cells by detecting its pH

Cancerous cells exhibit several key differences from healthy cells that help identify them as dangerous. For instance, the pH -- the level of acidity -- within a cancerous cell is not the same as the pH within a healthy cell.

16 Mar 2021

UW–Madison researchers find a new way for accurate measurement of consciousness

Millions of people are administered general anesthesia each year in the United States alone, but it's not always easy to tell whether they are actually unconscious.

16 Mar 2021

Scientists launch first educational curriculum in longevity medicine for physicians

Longevity medicine is a rapidly evolving branch of preventative precision medicine that is specifically focused on promoting healthspan and lifespan, utilizing aging biomarkers commonly referred to as aging clocks.

16 Mar 2021

Use of artificial intelligence to tackle coronavirus must go through ethical checks, say experts

Rapid deployment of artificial intelligence and machine learning to tackle coronavirus must still go through ethical checks and balances, or we risk harming already disadvantaged communities in the rush to defeat the disease.

16 Mar 2021

New machine learning technique could quicken the pace of drug discovery

Drugs can only work if they stick to their target proteins in the body. Assessing that stickiness is a key hurdle in the drug discovery and screening process. New research combining chemistry and machine learning could lower that hurdle.

15 Mar 2021

Machine learning algorithm predicts risk for suicide attempt

A machine learning algorithm that predicts suicide attempt recently underwent a prospective trial at the institution where it was developed, Vanderbilt University Medical Center.

13 Mar 2021

Synopsys Introduce New & Improved AI-Enabled Solutions for Segmentation & Landmarking in Orthopedics & Cardiology

The Synopsys Simpleware Product Group is pleased to announce the release of Simpleware R-2021.03, which adds brand-new fully automated segmentation and landmarking tools for new anatomies, as well as improvements to the software’s established family of AI-enabled solutions for orthopedic and cardiology-based workflows.

From Synopsys Simpleware™ Software 10 Mar 2021

Researchers develop AI-based tissue-section analysis system to diagnose breast cancer

Researchers at Charité - Universitätsmedizin Berlin and TU Berlin as well as the University of Oslo have developed a new tissue-section analysis system for diagnosing breast cancer based on artificial intelligence (AI).

10 Mar 2021

Machine Learning News and Research

Artificial neural network for automatically decoding and interpreting cortical signals

New AI platform can help assess vascular diseases

Study may help develop effective biosensors for non-invasive diagnosis of prostate cancer

Ai helps identify critical interactions for SARS-CoV-2 spike protein binding to ACE2

Computational analysis helps identify hematological malignancies that elude the human eye

AI-based system for real-time prediction of complications in intensive care units

RADLogics AI-Powered COVID-19 solution reduces turnaround time

FDA authorizes first machine learning-based COVID-19 non-diagnostic screening device

Online learning platform about COVID-19 pandemic aids frontline workers, educates the public

Older and non-White people less likely to be captured by mobility data used in response to COVID-19

Researchers find a better way to identify cells and understand the mechanisms of diseases

AI screenings of pap smears can detect precursors to cervical cancer

Machine learning approach can identify cancerous single cells by detecting its pH

UW–Madison researchers find a new way for accurate measurement of consciousness

Scientists launch first educational curriculum in longevity medicine for physicians

Use of artificial intelligence to tackle coronavirus must go through ethical checks, say experts

New machine learning technique could quicken the pace of drug discovery

Machine learning algorithm predicts risk for suicide attempt

Synopsys Introduce New & Improved AI-Enabled Solutions for Segmentation & Landmarking in Orthopedics & Cardiology

Researchers develop AI-based tissue-section analysis system to diagnose breast cancer

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