Machine Learning News and Research

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Experts use tools from artificial intelligence to rapidly identify substances that cause overdose deaths

An automated process based on computer algorithms that can read text from medical examiners' death certificates can substantially speed up data collection of overdose deaths – which in turn can ensure a more rapid public health response time than the system currently used, new UCLA research finds.

9 Aug 2022

OU researchers receive nearly $1 million NSF grants for pandemic prediction and prevention projects

Two groups of researchers at the University of Oklahoma have each received nearly $1 million grants from the National Science Foundation as part of its Predictive Intelligence for Pandemic Prevention initiative, which focuses on fundamental research and capabilities needed to tackle grand challenges in infectious disease pandemics through prediction and prevention.

8 Aug 2022

Scientists find key molecular differences between breast cancer cells in initial and metastatic tumors

Studying a deadly type of breast cancer called triple negative, Johns Hopkins Medicine scientists say they have identified key molecular differences between cancer cells that cling to an initial tumor and those that venture off to form distant tumors.

8 Aug 2022

Heart failure arises from mutations in distinct genes, study finds

Heart failure is a common and devastating disorder for which there is no cure. Many cardiomyopathies - conditions that make it difficult for the heart to pump blood such as dilated cardiomyopathy (DCM) and arrhythmogenic cardiomyopathy (ACM) - can lead to heart failure, but treatments for patients with heart failure do not take these distinct conditions into account.

5 Aug 2022

Study provides new insight into the cellular and molecular biology of human heart failure

Studying heart samples from patients with cardiomyopathies, as well as from controls without heart disease, researchers have provided new insights into the cellular and molecular biology of human heart failure – a highly fatal condition that affects 23 million people worldwide.

5 Aug 2022

Optical coherence tomography combined with machine learning to develop colorectal cancer imaging tool

A research team from the lab of Quing Zhu, the Edwin H. Murty Professor of Engineering in the Department of Biomedical Engineering at the McKelvey School of Engineering at Washington University in St. Louis, has combined optical coherence tomography (OCT) and machine learning to develop a colorectal cancer imaging tool that may one day improve the traditional endoscopy currently used by doctors.

4 Aug 2022

Designing an app to diagnose ALS

In this interview, we speak to Dr. Jordan Green about his latest research partnership with Modality.AI that investigated whether an app could be used to effectively diagnose speech decline due to ALS.

4 Aug 2022

Novel age predictor helps investigate heterogeneity in brain aging

A new research paper was published in Aging (abbreviated as "Aging (Albany NY)" by Medline/PubMed and as "Aging-US" by Web of Science) on the cover of Volume 14, Issue 14, entitled, "Aging the brain: multi-region methylation principal component based clock in the context of Alzheimer's disease."

3 Aug 2022

Novel algorithm provides rich, detailed information on protein location and function within a cell

Humans are good at looking at images and finding patterns or making comparisons. Look at a collection of dog photos, for example, and you can sort them by color, by ear size, by face shape, and so on. But could you compare them quantitatively? And perhaps more intriguingly, could a machine extract meaningful information from images that humans can't?

2 Aug 2022

Hormonal treatment provides long-term benefit for premenopausal women with breast cancer

To investigate the long-term benefit of hormone-lowering treatment, researchers at Karolinska Institutet in Sweden have done a 20-year follow-up of premenopausal women with breast cancer.

2 Aug 2022

UIC researchers receive $3.3 million to study telehealth behavioral interventions

Researchers at the University of Illinois Chicago have been awarded approximately $3.3 million from the National Institute on Aging to study telehealth behavioral interventions among adults 50 and older with excess weight and cardiometabolic risk factors.

1 Aug 2022

Textile vest with integrated acoustic sensors records noises in the lungs

Patients with severe respiratory or lung diseases require intensive treatment and their lung function needs to be monitored on a continuous basis.

1 Aug 2022

Automation of established method for isolating volatile food ingredients

A research team from the Leibniz Institute for Food Systems Biology at the Technical University of Munich (LSB) has succeeded in automating an established method for the gentle, artifact-avoiding isolation of volatile food ingredients.

29 Jul 2022

Adoption of Learning Health Systems to address key challenges facing hospital systems

JMIR Publications recently published "The Science of Learning Health Systems: Scoping Review of Empirical Research" in JMIR Medical Informatics which reported that the development and adoption of a Learning Health System (LHS) has been proposed as a means to address key challenges facing current and future health care systems.

29 Jul 2022

Reducing COVID-19–related surgical backlog using innovative models of service delivery

JMIR Publications recently published "A Canadian Weekend Elective Pediatric Surgery Program to Reduce the COVID-19–Related Backlog: Operating Room Ramp-Up After COVID-19 Lockdown Ends - Extra Lists (ORRACLE-Xtra) Implementation Study" in JMIR Perioperative Medicine which reported that a decrease in surgical services led to substantial backlogs for time-sensitive scheduled pediatric patients.

29 Jul 2022

One Health approach for emergent and resurgent infectious diseases

A recent editorial published in The Lancet Microbe underscored the ‘One Health’ policy for surveilling emergent infectious diseases.

29 Jul 2022

COVID-19 Moderna vaccine induces significant antibody reactions among children

Researchers illustrated that SARS-CoV-2 messenger ribonucleic acid vaccination triggers potent antibody reactions in children.

28 Jul 2022

The brain plays a crucial role when choices about future pain versus future profit are concerned

Imagine having to choose over and over between what you enjoy doing and the pain that it might cause you, whether physical or emotional. If you live with conditions such as depression, anxiety, or chronic pain, you are probably familiar with making these difficult choices on a daily or weekly basis.

28 Jul 2022

New AI technology may aid in the discovery of therapeutic agents for neurodegenerative disorders

A research group from Nagoya University in Japan has developed an artificial intelligence for analyzing cell images that uses machine learning to predict the therapeutic effect of drugs.

25 Jul 2022

New AI software can create proteins that may be useful as vaccines, cancer treatments

Scientists have developed artificial intelligence software that can create proteins that may be useful as vaccines, cancer treatments, or even tools for pulling carbon pollution out of the air.

21 Jul 2022

Machine Learning News and Research

Experts use tools from artificial intelligence to rapidly identify substances that cause overdose deaths

OU researchers receive nearly $1 million NSF grants for pandemic prediction and prevention projects

Scientists find key molecular differences between breast cancer cells in initial and metastatic tumors

Heart failure arises from mutations in distinct genes, study finds

Study provides new insight into the cellular and molecular biology of human heart failure

Optical coherence tomography combined with machine learning to develop colorectal cancer imaging tool

Designing an app to diagnose ALS

Novel age predictor helps investigate heterogeneity in brain aging

Novel algorithm provides rich, detailed information on protein location and function within a cell

Hormonal treatment provides long-term benefit for premenopausal women with breast cancer

UIC researchers receive $3.3 million to study telehealth behavioral interventions

Textile vest with integrated acoustic sensors records noises in the lungs

Automation of established method for isolating volatile food ingredients

Adoption of Learning Health Systems to address key challenges facing hospital systems

Reducing COVID-19–related surgical backlog using innovative models of service delivery

One Health approach for emergent and resurgent infectious diseases

COVID-19 Moderna vaccine induces significant antibody reactions among children

The brain plays a crucial role when choices about future pain versus future profit are concerned

New AI technology may aid in the discovery of therapeutic agents for neurodegenerative disorders

New AI software can create proteins that may be useful as vaccines, cancer treatments

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