Machine Learning News and Research

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The effect of corticosteroids on mortality in hospitalized COVID-19 patients

Researchers assessed the impact of modern causal inference methods in estimating the effect of corticosteroids against COVID-19-related mortality.

2 Jun 2022

Tracking the emergence of potential drug-resistant mutations in SARS-CoV-2 proteins

Researchers hypothesized that the emergence of resistant SARS-CoV-2 variants can be anticipated by identifying possible escape mutations already present in the existing SARS-CoV-2 populations.

1 Jun 2022

Study employs eye-tracking technology to evaluate mental workload of intensive care unit nurses

The mental workload of intensive care unit nurses can successfully be evaluated using eye-movement tracking glasses.

31 May 2022

Unsweetened and sugar-sweetened coffee drinkers may have lower risk of death

A cohort study has found that compared to non-coffee drinkers, adults who drank moderate amounts (1.5 to 3.5 cups per day) of unsweetened coffee or coffee sweetened with sugar were less likely to die during a 7-year follow up period.

31 May 2022

EEG data reveals when and where odors are processed in the brain

A specially created odor delivery device, along with machine learning-based analysis of scalp-recorded electroencephalogram, has enabled researchers at the University of Tokyo to see when and where odors are processed in the brain.

29 May 2022

Analysis of social media posts reveals how people learned to cope with the pandemic

Researchers who analyzed language related to depression on social media during the pandemic say the data suggest people learned to cope as the waves wore on.

27 May 2022

Autistic adults have worse health and poorer quality healthcare

Autistic individuals are more likely to have chronic mental and physical health conditions, suggests new research from the University of Cambridge. Autistic individuals also report lower quality healthcare than others.

27 May 2022

FAU team receives $1 million grant to identify effective fall prevention strategies for older adults

Every second, an older person in the United States falls and injures themselves, and every 20 minutes one of them dies from the fall. More than 30 percent of adults 65 and older fall every year and 25 percent of them have moderate to severe injuries.

26 May 2022

Immunogenicity predictions reveal SARS-CoV-2 CD8+ T-cell epitopes

In a recent study posted to the bioRxiv* pre-print server, researchers identified several new severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epitopes displayed on human leukocyte antigens class I (HLA-I) molecules.

26 May 2022

AI model can accurately identify patients at high risk of undiagnosed structural heart disease

A team of clinicians and scientists from Tempus and Geisinger have found that a new artificial intelligence model can accurately identify patients at increased risk of undiagnosed structural heart disease.

25 May 2022

Case Western Reserve signs license agreement to bring groundbreaking AI for helping cancer patients

When Case Western Reserve University research showed that artificial intelligence (AI) could identify which lung cancer patients would benefit from chemotherapy, a national magazine called the finding one of the "10 Most Incredible Medical Breakthroughs of 2018."

25 May 2022

Insilico Medicine nominates novel preclinical candidate targeting 3CL protease for COVID-19 treatment

Insilico Medicine, a clinical-stage end-to-end artificial intelligence (AI)-driven drug discovery company, today announced its nomination of a novel preclinical candidate (PCC) targeting 3C-like (3CL) protease for the treatment of COVID-19.

24 May 2022

Survey: Parents are generally receptive to the use of AI tools in pediatric ED, but reservations remain

Parents are generally receptive to the use of artificial intelligence (AI) tools in the management of children with respiratory illnesses in the Emergency Department (ED), according to a survey from Ann & Robert H. Lurie Children's Hospital of Chicago.

24 May 2022

Using AI to Achieve Earlier Diagnosis of Pancreatic Cancer

In this interview, we talk to Takayuki Baba about ongoing research using artificial intelligence to achieve earlier diagnosis of pancreatic cancer.

24 May 2022

BNT162b2 vaccine induces robust SARS-CoV-2 immunity in children

In a recent study posted to the medRxiv* pre-print server, researchers evaluated coronavirus disease 2019 (COVID-19) vaccine-induced humoral immune response in five to 11-year-old children.

23 May 2022

Novel AI algorithm developed for assessing digital pathology data

Digital pathology is an emerging field which deals with mainly microscopy images that are derived from patient biopsies.

23 May 2022

Deep visual proteomics is redefining cancer diagnostics

In a recent study published in the journal Nature Biotechnology, researchers introduced deep visual proteomics (DVP), an amalgamation of artificial intelligence (AI) for image analysis and mass spectrometry (MS) for proteomic profiling of biological samples.

22 May 2022

New training scheme for convolutional neural networks automates cell segmentation and counting

The use of machine learning to perform blood cell counts for diagnosis of disease instead of expensive and often less accurate cell analyzer machines has nevertheless been very labor-intensive as it takes an enormous amount of manual annotation work by humans in the training of the machine learning model.

20 May 2022

Identification of long COVID patients through machine learning

Researchers developed a machine learning approach to identify patients with long coronavirus disease.

20 May 2022

Understanding human behavior helps improve long-term COVID forecasts

From extreme weather to another wave of COVID-19, forecasts give decision-makers valuable time to prepare. When it comes to COVID, though, long-term forecasting is a challenge, because it involves human behavior.

19 May 2022

Machine Learning News and Research

The effect of corticosteroids on mortality in hospitalized COVID-19 patients

Tracking the emergence of potential drug-resistant mutations in SARS-CoV-2 proteins

Study employs eye-tracking technology to evaluate mental workload of intensive care unit nurses

Unsweetened and sugar-sweetened coffee drinkers may have lower risk of death

EEG data reveals when and where odors are processed in the brain

Analysis of social media posts reveals how people learned to cope with the pandemic

Autistic adults have worse health and poorer quality healthcare

FAU team receives $1 million grant to identify effective fall prevention strategies for older adults

Immunogenicity predictions reveal SARS-CoV-2 CD8+ T-cell epitopes

AI model can accurately identify patients at high risk of undiagnosed structural heart disease

Case Western Reserve signs license agreement to bring groundbreaking AI for helping cancer patients

Insilico Medicine nominates novel preclinical candidate targeting 3CL protease for COVID-19 treatment

Survey: Parents are generally receptive to the use of AI tools in pediatric ED, but reservations remain

Using AI to Achieve Earlier Diagnosis of Pancreatic Cancer

BNT162b2 vaccine induces robust SARS-CoV-2 immunity in children

Novel AI algorithm developed for assessing digital pathology data

Deep visual proteomics is redefining cancer diagnostics

New training scheme for convolutional neural networks automates cell segmentation and counting

Identification of long COVID patients through machine learning

Understanding human behavior helps improve long-term COVID forecasts

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