Machine Learning News and Research

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AI-driven alerts improve patient care escalation and survival rates in hospitals

Deploying and evaluating a machine learning intervention to improve clinical care and patient outcomes is a key step in moving clinical deterioration models from byte to bedside, according to a June 13 editorial in Critical Care Medicine that comments on a Mount Sinai study published in the same issue.

13 Jun 2024

Deep learning revives ancient peptides to battle antibiotic resistance

Researchers used deep learning to resurrect antibiotic peptides from extinct organisms, offering new solutions for combating antibiotic resistance.

12 Jun 2024

Integration of genomics, epigenomics, and transcriptomics in understanding Alzheimer's pathogenesis

With the advent of new omics technologies in recent years, there has been a deluge of complex, high-dimensional data on Alzheimer's disease (AD).

12 Jun 2024

Nasal microbiota composition predicts sepsis with high accuracy in ICU settings

The nasal microbiota of intensive care unit (ICU) patients effectively distinguishes sepsis from non-septic cases and outperforms analyzing the gut microbiota to predict sepsis, according to a new study published in Microbiology Spectrum, a journal of the American Society for Microbiology.

12 Jun 2024

AI revolutionizes malaria diagnosis with 97.57% accuracy using EfficientNet

AI tool that uses deep learning to examine red blood cell images in blood smears for the timely detection of malaria.

12 Jun 2024

Mount Sinai researchers use AI to identify 17 key genes in heart disease

Using an advanced artificial intelligence tool, researchers at the Icahn School of Medicine at Mount Sinai have identified rare coding variants in 17 genes that shed light on the molecular basis of coronary artery disease (CAD), the leading cause of morbidity and mortality worldwide.

11 Jun 2024

Innovative blood test boosts accuracy of lung cancer screening

A blood-based, cell-free deoxyribonucleic acid (cfDNA) fragmentome assay for lung cancer detection.

11 Jun 2024

Study unlocks the secrets of mammalian longevity through DNA methylation analysis

Researchers developed DNA methylation-based models predicting maximum lifespan, gestation, and sexual maturity across 348 mammalian species, revealing key epigenetic markers of longevity.

10 Jun 2024

Johns Hopkins researchers discover how epilepsy drug modulates brain activity

By super cooling a molecule on the surface of brain cells down to about minus 180 degrees Celsius - nearly twice as cold as the coldest places in Antarctica - scientists at Johns Hopkins Medicine say they have determined how a widely-used epilepsy drug works to dampen the excitability of brain cells and help to control, although not cure, seizures.

10 Jun 2024

Inherited gene sequences predict breast cancer type and severity, study reveals

A Stanford Medicine study of thousands of breast cancers has found that the gene sequences we inherit at conception are powerful predictors of the breast cancer type we might develop decades later and how deadly it might be.

7 Jun 2024

New computational method analyzes complex tissue data to transform treatment of disease

Researchers at the University of Michigan and Brown University have developed a new computational method to analyze complex tissue data that could transform our current understanding of diseases and how we treat them.

6 Jun 2024

Study links PFAS exposure to increased cardiovascular disease risk in postmenopausal women

New research from the University of Illinois Urbana-Champaign has linked multiple types of per- and polyfluoroalkyl substances (PFAS, also known as "forever chemicals") with increased risk of cardiovascular diseases in postmenopausal women.

5 Jun 2024

Artificial intelligence accelerates natural-product antibiotic discovery

Almost a century ago, the discovery of antibiotics like penicillin revolutionized medicine by harnessing the natural bacteria-killing abilities of microbes.

5 Jun 2024

Human infants use the 'helpless' period to pre-train, learn powerful foundation models

Babies' brains are not as immature as previously thought, rather they are using the period of postnatal 'helplessness' to learn powerful foundation models similar to those underpinning generative Artificial Intelligence, according to a new study.

5 Jun 2024

STew: A new method for unveiling the spatial fingerprint of diseases

In disease research, it's important to know gene expression and where in a tissue the expression is happening, but marrying the two sets of information can be challenging.

4 Jun 2024

Machine learning could personalize oxygen levels for patients on ventilators

Supplemental oxygen is among the most widely prescribed therapies in the world, with an estimated 13 to 20 million patients worldwide requiring oxygen delivery by mechanical ventilation each year.

4 Jun 2024

Facial thermal imaging and AI combo shows promise for heart disease detection

A combination of facial thermal imaging and artificial intelligence (AI) can accurately predict the presence of coronary artery disease, finds research published in the open access journal BMJ Health & Care Informatics.

4 Jun 2024

New computational method developed for linking DNA marks to gene activity

Scientists at La Jolla Institute for Immunology (LJI) have developed a new computational method for linking molecular marks on our DNA to gene activity.

4 Jun 2024

SCIEX and Mass Analytica collaborate to advance artificial intelligence quantitation software

At ASMS 2024, SCIEX, a global leader in life science analytical technologies, in collaboration with Mass Analytica, presents artificial intelligence quantitation (AI quant) software. AI quant harnesses the capabilities of artificial intelligence and machine learning to process data and produce insights in a matter of moments, freeing up operator time and boosting productivity.

From SCIEX 4 Jun 2024

Unflagged vaccine-skeptical content on Facebook causes significant vaccine hesitancy, study finds

A recent study in Science reveals that unflagged vaccine-skeptical content on Facebook significantly reduces COVID-19 vaccination intentions. This highlights the urgent need for better misinformation interventions.

3 Jun 2024

Machine Learning News and Research

AI-driven alerts improve patient care escalation and survival rates in hospitals

Deep learning revives ancient peptides to battle antibiotic resistance

Integration of genomics, epigenomics, and transcriptomics in understanding Alzheimer's pathogenesis

Nasal microbiota composition predicts sepsis with high accuracy in ICU settings

AI revolutionizes malaria diagnosis with 97.57% accuracy using EfficientNet

Mount Sinai researchers use AI to identify 17 key genes in heart disease

Innovative blood test boosts accuracy of lung cancer screening

Study unlocks the secrets of mammalian longevity through DNA methylation analysis

Johns Hopkins researchers discover how epilepsy drug modulates brain activity

Inherited gene sequences predict breast cancer type and severity, study reveals

New computational method analyzes complex tissue data to transform treatment of disease

Study links PFAS exposure to increased cardiovascular disease risk in postmenopausal women

Artificial intelligence accelerates natural-product antibiotic discovery

Human infants use the 'helpless' period to pre-train, learn powerful foundation models

STew: A new method for unveiling the spatial fingerprint of diseases

Machine learning could personalize oxygen levels for patients on ventilators

Facial thermal imaging and AI combo shows promise for heart disease detection

New computational method developed for linking DNA marks to gene activity

SCIEX and Mass Analytica collaborate to advance artificial intelligence quantitation software

Unflagged vaccine-skeptical content on Facebook causes significant vaccine hesitancy, study finds

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