Machine Learning News and Research

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UAB team develops a combined score to predict cancer treatment success

In 1937, President Franklin Roosevelt signed the National Cancer Act, launching a nationwide effort to combat the disease.

7 Nov 2024

Deciphering the mechanisms of immune response with probabilistic graphical networks

Over the past two decades, new technologies have helped scientists generate a vast amount of biological data. Large-scale experiments in genomics, transcriptomics, proteomics, and cytometry can produce enormous quantities of data from a given cellular or multicellular system.

5 Nov 2024

AI model predicts Alzheimer’s progression with new insights into racial and sex-based disparities

Researchers developed a deep learning model that predicts Alzheimer’s progression with high accuracy, highlighting differences in disease progression across race and sex.

5 Nov 2024

Study reveals low rates of palliative care for heart failure patients in the U.S.

A study by researchers at Saint Louis University shows that only one in eight patients with heart failure in the United States receive palliative care consultations within five years of diagnosis.

5 Nov 2024

Machine learning identifies key genes linking rheumatoid arthritis and osteoporosis

Rheumatoid arthritis is a common disease affecting an estimated 17 million people worldwide. The disease is caused by immune cells attacking the joints and can result in pain, swelling, and damage to the cartilage and bone.

5 Nov 2024

AI-powered ECG model predicts heart disease risk with precision

A new AI-enhanced ECG model, AIRE, accurately predicts mortality and heart disease risk, providing clinicians with actionable, patient-specific insights.

5 Nov 2024

Study identifies 80 genes linked to increased risk of breast cancer

Breast cancer is the most common malignancy among Western women, with up to 10% of cases attributed to genetic variants.

4 Nov 2024

AI provides same-day assessments of antimicrobial resistance in ICUs

Artificial intelligence (AI) can provide same-day assessments of antimicrobial resistance for patients in intensive care – critical to preventing life-threatening sepsis.

1 Nov 2024

Mindfulness meditation outperforms placebo in reducing pain

Mindfulness meditation, which has been used for centuries for pain management in various cultures, has long been speculated to work by activating processes supporting the placebo response.

1 Nov 2024

Researchers identify 4-gene signature to predict neonatal sepsis before symptoms

The study uncovers gene expression signatures that predict neonatal sepsis, highlighting the potential for early intervention to reduce mortality in infants.

31 Oct 2024

AI shows promise for predicting embryonic health without invasive testing

Researchers evaluate the effectiveness of artificial intelligence algorithms in non-invasively predicting embryonic ploidy from embryonic images.

30 Oct 2024

New study uses internet data to map seasonal allergy patterns across the US

Internet-derived data and AI enhance seasonal allergy predictions, revealing patterns and regional variations crucial for public health management in the U.S.

30 Oct 2024

Machine learning reveals secrets of aging in flies and humans

Discoveries that impact lifespan and healthspan in fruit flies are usually tested in mice before being considered potentially relevant in humans, a process that is expensive and time intensive. A pioneering approach taken at the Buck Institute leapfrogs over that standard methodology.

30 Oct 2024

Researchers develop new approach to predict immunotherapy response in breast cancer patients

Using computational tools, researchers from the Johns Hopkins Kimmel Cancer Center and the Johns Hopkins University School of Medicine have developed a method to assess which patients with metastatic triple-negative breast cancer could benefit from immunotherapy.

29 Oct 2024

Tiny particles deliver combined heat and chemotherapy to tumors

Patients with late-stage cancer often have to endure multiple rounds of different types of treatment, which can cause unwanted side effects and may not always help.

29 Oct 2024

Machine learning reveals distinct clinical states in pneumonia patients

Two patients being treated for pneumonia, an infection that causes difficulty breathing due to fluid-filled sacs in the lungs, can look vastly different and have opposing outcomes. Yet doctors struggle to accurately predict patients' prognoses and determine the most effective treatments.

29 Oct 2024

Up to 95 million Americans may rely on untreated groundwater containing PFAS for drinking water

Researchers develop an extreme gradient boosting model to predict the occurrence of per- and polyfluoroalkyl substances in groundwater.

29 Oct 2024

Genetic marker could revolutionize neonatal sepsis diagnosis

A genetic signature in newborns can predict neonatal sepsis before symptoms even start to show, according to a new study.

29 Oct 2024

Wayne State University receives NIH grant for innovative drug design research

A grant from the National Institutes of Health will help Wayne State University researchers explore new avenues for using computer models to produce medications.

28 Oct 2024

Global leaders gather at the NFCR Summit to drive breakthroughs in cancer care

The 2024 National Foundation for Cancer Research (NFCR) Global Summit and Award Ceremonies for Cancer Research & Entrepreneurship, co-hosted with the AIM-HI Accelerator Fund, convened the world's top experts across cancer research, biotech entrepreneurship, pharmaceuticals, investment, and patient advocacy.

28 Oct 2024

Machine Learning News and Research

UAB team develops a combined score to predict cancer treatment success

Deciphering the mechanisms of immune response with probabilistic graphical networks

AI model predicts Alzheimer’s progression with new insights into racial and sex-based disparities

Study reveals low rates of palliative care for heart failure patients in the U.S.

Machine learning identifies key genes linking rheumatoid arthritis and osteoporosis

AI-powered ECG model predicts heart disease risk with precision

Study identifies 80 genes linked to increased risk of breast cancer

AI provides same-day assessments of antimicrobial resistance in ICUs

Mindfulness meditation outperforms placebo in reducing pain

Researchers identify 4-gene signature to predict neonatal sepsis before symptoms

AI shows promise for predicting embryonic health without invasive testing

New study uses internet data to map seasonal allergy patterns across the US

Machine learning reveals secrets of aging in flies and humans

Researchers develop new approach to predict immunotherapy response in breast cancer patients

Tiny particles deliver combined heat and chemotherapy to tumors

Machine learning reveals distinct clinical states in pneumonia patients

Up to 95 million Americans may rely on untreated groundwater containing PFAS for drinking water

Genetic marker could revolutionize neonatal sepsis diagnosis

Wayne State University receives NIH grant for innovative drug design research

Global leaders gather at the NFCR Summit to drive breakthroughs in cancer care

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