Machine Learning News and Research

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Transfer learning exploits chest-Xray to diagnose COVID-19 pneumonia

A new study from Athens, Greece, describes the use of a deep learning algorithm that uses chest X-rays to diagnose COVID-19 pneumonia.

18 Dec 2020

A machine-learning model created to calculate COVID-19 health outcomes

University of California, Irvine health sciences researchers have created a machine-learning model to predict the probability that a COVID-19 patient will need a ventilator or ICU care. The tool is free and available online for any healthcare organization to use.

17 Dec 2020

New model of brain activity could inform the design of improved artificial intelligence systems

Getting computers to "think" like humans is the holy grail of artificial intelligence, but human brains turn out to be tough acts to follow. The human brain is a master of applying previously learned knowledge to new situations and constantly refining what's been learned.

17 Dec 2020

Gene surfing caused the SARS-CoV-2 D614G variant to rise to dominance in the US

A recent preprint that appeared on the bioRxiv* server applies a new approach to conventional birth-death lineage modeling.

17 Dec 2020

A new approach to identify genomic regions in our brain that contribute to make us human

With only 1% difference, the human and chimpanzee protein-coding genomes are remarkably similar.

16 Dec 2020

SwRI is developing machine vision tool to improve military medical training

Southwest Research Institute is developing a machine vision tool to help the U.S. Department of Defense assess the biomechanical movements of military medical personnel during training exercises.

16 Dec 2020

AI-based study of social media maps SARS-CoV-2 vaccine hesitancy across the US

Researchers from the University of Rochester, USA, has produced an AI-based study that analyzes the social media platform Twitter to gauge public opinions in the US surrounding SARS-CoV-2 vaccines to shed greater light on this issue.

15 Dec 2020

SIMON – The Machine Learning Platform Paving the Future of Vaccine Development

A machine learning algorithm developed by the Oxford Vaccine Group promises more effective vaccine development for several diseases, including COVID-19.

15 Dec 2020

Scientists empower wireless sensors with vision abilities to fight viruses

Current and former early-career scientists share their stories and tell how Europe has bet on them, making their high-risk research possible: from intelligent wireless sensors with vision abilities to RNA-based techniques to fight viruses, from the mathematical formulas of the MRI waves to optoceutics, the new technique that uses light to repair the heart after a stroke.

15 Dec 2020

New measurement technique can provide information about brain activity

Is it possible to read a person's mind by analyzing the electric signals from the brain? The answer may be much more complex than most people think.

15 Dec 2020

New AI tool may soon offer the right treatment for stroke survivors

An AI developed by Japanese researchers might soon help stroke survivors get the right treatment by detecting a patient's post-stroke depression (PSD) type, a frequently seen but often overlooked neuropsychiatric manifestation after a stroke that could impair functional recovery.

15 Dec 2020

Researchers develop new model to determine quarantine measures for COVID-19

As Covid-19 infections soar across the U.S., some states are tightening restrictions and reinstituting quarantine measures to slow the virus' spread.

15 Dec 2020

New clue to protect neurons and encourage their growth found

Many neurodegenerative conditions, from glaucoma to Alzheimer's disease, are characterized by injury to axons - the long, slender projections that conduct electrical impulses from one nerve cell to another, facilitating cellular communications. Injury to axons often leads to neuronal impairment and cell death.

14 Dec 2020

AI-enabled real-time social-media monitoring of public sentiments on COVID-19 vaccination

The onslaught of the COVID-19 pandemic, the hunt for a drug, and the successful development of a vaccine has impacted people beyond measure worldwide.

14 Dec 2020

60-second breath test to detect COVID-19 with IONICON PTR-TOFMS

Singapore start-up develops fast breath test based on PTR-TOF technology.

From Ionicon Analytik Ges.m.b.H. 14 Dec 2020

New AI tool could make breast cancer treatment less expensive and more readily available

Imagine being a doctor and having a precocious resident permanently by your side, giving you brilliant insight into disease and helping you to identify the best treatment path for your patients.

11 Dec 2020

Government data underestimates the impact of social distancing in controlling COVID-19 spread

Quantifying the mitigating impact of social distancing on the spread of COVID-19 is critical for evaluating the efficacy of social restrictions and informing future health policy decisions.

11 Dec 2020

Researchers pinpoint key factors to ensure successful fecal microbiota transplants

Could number two be number one when it comes to combating recurrent Clostridium difficile (CDI) infections?Using genetic material analysis and machine learning, UBC researchers have pinpointed several key factors to ensure successful fecal microbiota transplants (FMT), which have proven successful in treating bacterial infections in the gut including illnesses like C. difficile, Crohn's Disease, Colitis and even obesity, explains lead author Negin Kazemian.

10 Dec 2020

Researchers identify new gene variants that modify the risk of late-onset Alzheimer's disease

Late-onset Alzheimer's disease (LOAD) is the most common form of dementia in the elderly, affecting almost 44 million people worldwide.

8 Dec 2020

Synthetic biology and machine-learning can speed up maturation of lab-grown organ

Researchers at the University of Pittsburgh School of Medicine have combined synthetic biology with a machine-learning algorithm to create human liver organoids with blood- and bile-handling systems. When implanted into mice with failing livers, the lab-grown replacement livers extended life.

8 Dec 2020

Machine Learning News and Research

Transfer learning exploits chest-Xray to diagnose COVID-19 pneumonia

A machine-learning model created to calculate COVID-19 health outcomes

New model of brain activity could inform the design of improved artificial intelligence systems

Gene surfing caused the SARS-CoV-2 D614G variant to rise to dominance in the US

A new approach to identify genomic regions in our brain that contribute to make us human

SwRI is developing machine vision tool to improve military medical training

AI-based study of social media maps SARS-CoV-2 vaccine hesitancy across the US

SIMON – The Machine Learning Platform Paving the Future of Vaccine Development

Scientists empower wireless sensors with vision abilities to fight viruses

New measurement technique can provide information about brain activity

New AI tool may soon offer the right treatment for stroke survivors

Researchers develop new model to determine quarantine measures for COVID-19

New clue to protect neurons and encourage their growth found

AI-enabled real-time social-media monitoring of public sentiments on COVID-19 vaccination

60-second breath test to detect COVID-19 with IONICON PTR-TOFMS

New AI tool could make breast cancer treatment less expensive and more readily available

Government data underestimates the impact of social distancing in controlling COVID-19 spread

Researchers pinpoint key factors to ensure successful fecal microbiota transplants

Researchers identify new gene variants that modify the risk of late-onset Alzheimer's disease

Synthetic biology and machine-learning can speed up maturation of lab-grown organ

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