Machine Learning News and Research

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Machine learning can yield "proxy measures" for brain-related health issues

A study published today by an interdisciplinary collaboration, directed by Denis Engemann from Inria, demonstrates that machine learning from large population cohorts can yield "proxy measures" for brain-related health issues without the need for a specialist's assessment.

18 Oct 2021

New risk measure can better predict pandemic spread than other models

COVID-19 is not the flu. The disease caused by the novel SARS-CoV-2 virus is more transmissible, and deadlier, than most influenza epidemics we've encountered in our lifetimes, and scientists and physicians are still learning new things about the disease and its long-term effects.

15 Oct 2021

Ondansetron use associated with increased survival in mechanically ventilated COVID-19 patients

A recent study analyzes real-world data using artificial intelligence to provide insights into using ondansetron, an antiemetic agent, among SARS-CoV-2 positive patients.

14 Oct 2021

Non-invasive optical probe reveals the complex changes in tumors after immunotherapy

Johns Hopkins University engineers are the first to use a non-invasive optical probe to understand the complex changes in tumors after immunotherapy, a treatment that harnesses the immune system to fight cancer.

13 Oct 2021

Researchers develop a cervical myelopathy screening tool using non-contact sensor and machine learning

Cervical myelopathy (CM) results from compression of the spinal cord in the neck and causes difficulty moving the fingers and unsteady gait.

13 Oct 2021

Large-scale transdiagnostic study links mental illness and poor sleep quality

People who have been diagnosed with a mental illness are more likely to have poor sleep quality compared to the general population, according to the largest study of its kind ever conducted.

12 Oct 2021

New federated analytics system can act as a game-changer towards personalized medicine

Predictive, preventive, personalized and participatory medicine, known as P4, is the healthcare of the future. To both accelerate its adoption and maximize its potential, clinical data on large numbers of individuals must be efficiently shared between all stakeholders.

11 Oct 2021

New algorithm provides a high-definition analysis of genome organization in single cells

Within the microscopic boundaries of a single human cell, the intricate folds and arrangements of protein and DNA bundles dictate a person's fate: which genes are expressed, which are suppressed, and -; importantly -; whether they stay healthy or develop disease.

11 Oct 2021

New machine-learning model can identify individuals at risk of rare cardiomyopathy

A machine-learning model can identify patients at risk of a rare cardiomyopathy, according to a study published in Nature Communications.

11 Oct 2021

Study uncovers toxic air pollutant mixtures linked to poor childhood asthma outcomes

Researchers at the Icahn School of Medicine at Mount Sinai have developed a novel machine learning algorithm and used it to identify previously unknown mixtures of toxic air pollutants that appear to be linked to poor asthma outcomes later in a child's life.

8 Oct 2021

Machine learning algorithms accelerate the protein engineering process

Proteins are the molecular machines of all living cells and have been exploited for use in many applications, including therapeutics and industrial catalysts.

7 Oct 2021

New technology shows great promise for early diagnosis of Alzheimer’s disease

A technology developed by scientists at Lawrence Berkeley National Laboratory (Berkeley Lab) shows great promise for diagnosing Alzheimer's disease before symptoms arise, potentially changing the course of research and treatment for this condition, which affects millions of people worldwide and is estimated to be the sixth leading cause of death in the United States.

7 Oct 2021

Neuroscientists unveil detailed atlas of brain cells

When you clicked to read this story, a band of cells across the top of your brain sent signals down your spine and out to your hand to tell the muscles in your index finger to press down with just the right amount of pressure to activate your mouse or track pad.

6 Oct 2021

Novel proteomics approach predicts severe COVID-19 outcomes

Researchers in the United States, Canada, and the UK have developed a potential new approach to predicting severe and critical outcomes among patients with coronavirus disease 2019 (COVID-19).

6 Oct 2021

Machine learning and high-powered microscopes provide detailed snapshots of cells' inner machinery

Open any introductory biology textbook, and you'll see a familiar diagram: A blobby-looking cell filled with brightly colored structures – the inner machinery that makes the cell tick.

6 Oct 2021

Menopausal Hormone Therapy and Dementia

News-Medical speaks to Dr. Yana Vinogradova about her latest research into menopausal hormone therapy (MHT) and its unassociated risk to dementia.

6 Oct 2021

Certain teens may be at higher risk for online threats, finds study

While the Internet has many benefits such as increased access to education, it also has risks like access to pornography and the potential for online victimization and exploitation -; and new research has found that certain teens may be at higher risk for these threats.

4 Oct 2021

New AI algorithm may quickly, effectively diagnose deep vein thrombosis

A team of researchers are developing the use of an artificial intelligence (AI) algorithm with the aim of diagnosing deep vein thrombosis (DVT) more quickly and as effectively as traditional radiologist-interpreted diagnostic scans, potentially cutting down long patient waiting lists and avoiding patients unnecessarily receiving drugs to treat DVT when they don't have it.

4 Oct 2021

Machine learning predicts hospital-onset COVID-19 infections using patient contact networks

Researchers from the UK recently developed a real-time machine learning framework that uses dynamic patient contact networks to predict hospital-onset COVID-19 infections (HOCIs) at the patient level. They then tested and validated the framework on international multi-site datasets across various epidemic and endemic periods. This study can be found on the medRxiv* preprint server.

3 Oct 2021

Researchers publish new datasets to better train machine learning models for drug discovery

Polymorphs are molecules that have different molecular packing arrangements despite identical chemical compositions.

2 Oct 2021

Machine Learning News and Research

Machine learning can yield "proxy measures" for brain-related health issues

New risk measure can better predict pandemic spread than other models

Ondansetron use associated with increased survival in mechanically ventilated COVID-19 patients

Non-invasive optical probe reveals the complex changes in tumors after immunotherapy

Researchers develop a cervical myelopathy screening tool using non-contact sensor and machine learning

Large-scale transdiagnostic study links mental illness and poor sleep quality

New federated analytics system can act as a game-changer towards personalized medicine

New algorithm provides a high-definition analysis of genome organization in single cells

New machine-learning model can identify individuals at risk of rare cardiomyopathy

Study uncovers toxic air pollutant mixtures linked to poor childhood asthma outcomes

Machine learning algorithms accelerate the protein engineering process

New technology shows great promise for early diagnosis of Alzheimer’s disease

Neuroscientists unveil detailed atlas of brain cells

Novel proteomics approach predicts severe COVID-19 outcomes

Machine learning and high-powered microscopes provide detailed snapshots of cells' inner machinery

Menopausal Hormone Therapy and Dementia

Certain teens may be at higher risk for online threats, finds study

New AI algorithm may quickly, effectively diagnose deep vein thrombosis

Machine learning predicts hospital-onset COVID-19 infections using patient contact networks

Researchers publish new datasets to better train machine learning models for drug discovery

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Achieving and maintaining ISO/IEC 27001 and BS 10012 certifications

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