Machine Learning News and Research

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AI method can predict brain metastasis in lung cancer patients

Physicians treating patients with early-stage lung cancer face a conundrum: choosing potentially helpful yet toxic therapies such as chemotherapy, radiation or immunotherapy to knock out the cancer and lessen the risk of it spreading to the brain, or waiting to see if lung surgery alone proves sufficient.

11 Mar 2024

Experts develop blood test that can accurately detect sleep deprivation

A blood test that can accurately detect when someone has not slept for 24 hours has been developed by experts at Monash University, in Australia, and the University of Birmingham, in the UK.

11 Mar 2024

MIT researchers develop image dataset to simulate peripheral vision in AI models

Peripheral vision enables humans to see shapes that aren't directly in our line of sight, albeit with less detail.

8 Mar 2024

More steps a day keep the doctor away

A study in the British Journal of Sports Medicine reveals a clear dose-response relationship between daily step count and reduced risk of mortality and cardiovascular disease, underscoring the importance of walking more, especially for sedentary individuals, with 9,000 to 10,500 steps per day as the optimal range for health benefits.

7 Mar 2024

New study aims to reduce bias in AI health prediction models

Rapid advances in Artificial Intelligence (AI) have opened the way for the creation of a huge range of new healthcare tools, but to ensure that these tools do not exacerbate preexisting health inequities, researchers urge the use of more representative data in their development.

7 Mar 2024

Gut bacteria strains could be the key to predicting cancer treatment success

Researchers discovered that gut microbiota strains can predict the effectiveness and adverse effects of immune checkpoint blockade (ICB) therapy in rare cancer patients.

6 Mar 2024

The impact of sedentary behavior on the relationship between daily step counts and health outcomes

Researchers explore how sedentary time influences the relationship between daily step count and the risks of mortality and cardiovascular disease.

6 Mar 2024

MGI enters strategic partnership with Prepaire Labs to advance drug discovery and precision medicine

MGI, a company committed to building core tools and technology to lead life science, today announced its collaboration with Prepaire Labs at MEDLAB Middle East 2024 to further empower precision medicine.

From MGI 6 Mar 2024

Prenatal exposure to nicotine could increase risk of behavioral disorders in newborns, study finds

Although several studies have linked smoking during pregnancy with neurodevelopmental disorders, the results of behavioral experiments in mice prenatally exposed to nicotine have been inconsistent.

5 Mar 2024

New AI model accurately identifies tumors and diseases in medical images

Medical diagnostics expert, doctor's assistant, and cartographer are all fair titles for an artificial intelligence model developed by researchers at the Beckman Institute for Advanced Science and Technology.

4 Mar 2024

Harnessing repetitive DNA for early cancer detection

People with cancer have different amounts of a type of repetitive DNA - called Alu elements - than people without cancer.

4 Mar 2024

Scientists take the first step toward early diagnosis of metastasis formation

Metastases are largely responsible for the death rate of patients with solid cancers; the prognosis of cancer patients reduces significantly if metastases are diagnosed.

4 Mar 2024

AI and predictive medicine: Recent advances

The potential of deep learning (DL) in enhancing predictive modeling for omics data analysis.

4 Mar 2024

Microbial signatures linked to immunotherapy response across cancers

The microbiome can identify those who benefit from combination immunotherapy across multiple different cancers, including rare gynecological cancers, biliary tract cancers and melanoma.

1 Mar 2024

Deep learning-based model development to predict critical pediatric events in general wards

A model that predicts critical events in pediatric individuals admitted to the general ward.

29 Feb 2024

New tool unravels the mystery of DNA-RNA interactions in single cells

Cancers begin with abnormal changes in individual cells, and the ability to track the accumulation of mutations at the single-cell level can shed new light on the early stages of the disease. Such knowledge could enable more effective early detection and treatment options for patients as well as more accurate predictions of disease progression.

29 Feb 2024

Machine learning unveils key molecular players and immune signatures in stress cardiomyopathy

Announcing a new article publication for Cardiovascular Innovations and Applications journal. Stress cardiomyopathy (SCM) is a reversible, self-limiting condition that manifests as left ventricular insufficiency.

28 Feb 2024

AI-based technology unlocks secrets of myasthenic-congenital syndromes

An international team of scientists led by ICREA researcher and Director of the Life Sciences Department at the Barcelona Supercomputing Centre - Centro Nacional de Supercomputación (BSC-CNS), Alfonso Valencia, has developed a technology based on artificial intelligence (AI) for the study of minority diseases and has successfully applied it to identify the possible causes of the appearance of what are known as myasthenic-congenital syndromes, a group of rare inherited disorders that limit the ability to move and cause varying degrees of muscle weakness in patients.

28 Feb 2024

AI-based model enhances efficiency of Type II diabetes prevention efforts

Better prevention of Type II diabetes could save both lives and money. The U.S. spends over $730 billion a year - nearly a third of all health care spending - on treating preventable diseases like diabetes.

28 Feb 2024

Research highlights link between sedentary behavior and increased mortality risk in older women

Based on decades-long observations of centenarians, author Dan Buettner (Blue Zones) conjectures that people live longer when they get up and move around after sitting for twenty minutes.

28 Feb 2024

Machine Learning News and Research

AI method can predict brain metastasis in lung cancer patients

Experts develop blood test that can accurately detect sleep deprivation

MIT researchers develop image dataset to simulate peripheral vision in AI models

More steps a day keep the doctor away

New study aims to reduce bias in AI health prediction models

Gut bacteria strains could be the key to predicting cancer treatment success

The impact of sedentary behavior on the relationship between daily step counts and health outcomes

MGI enters strategic partnership with Prepaire Labs to advance drug discovery and precision medicine

Prenatal exposure to nicotine could increase risk of behavioral disorders in newborns, study finds

New AI model accurately identifies tumors and diseases in medical images

Harnessing repetitive DNA for early cancer detection

Scientists take the first step toward early diagnosis of metastasis formation

AI and predictive medicine: Recent advances

Microbial signatures linked to immunotherapy response across cancers

Deep learning-based model development to predict critical pediatric events in general wards

New tool unravels the mystery of DNA-RNA interactions in single cells

Machine learning unveils key molecular players and immune signatures in stress cardiomyopathy

AI-based technology unlocks secrets of myasthenic-congenital syndromes

AI-based model enhances efficiency of Type II diabetes prevention efforts

Research highlights link between sedentary behavior and increased mortality risk in older women

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