Machine Learning News and Research

RSS

Gender variations in brain aging among Parkinson's Disease patients

How sex influences brain aging in PD by analyzing MRI-derived brain age differences.

16 Feb 2024

Impact of diet on health outcomes among United Kingdom Biobank participants

The association between diet and health outcomes among United Kingdom Biobank (UKBB) participants.

16 Feb 2024

Next-generation sequencing and machine learning used to map genetic landscape of pancreatic cancer

A new research paper was published in Oncotarget's Volume 15 on February 5, 2024, entitled, "Genetic and therapeutic landscapes in cohort of pancreatic adenocarcinomas: next-generation sequencing and machine learning for full tumor exome analysis."

15 Feb 2024

AI revolutionizes protein function prediction with "DeepGO-SE"

Researchers developed "DeepGO-SE," a novel AI method for predicting protein functions from sequences, significantly outperforming traditional models by incorporating gene ontology and protein-protein interactions.

15 Feb 2024

New epigenetic clocks distinguish aging causes and effects

What causes us to age? New "clocks" developed by researchers may help point to the answers. Investigators from Brigham and Women's Hospital, a founding member of the Mass General Brigham healthcare system, unveil a new form of epigenetic clock – a machine learning model designed to predict biological age from DNA structure.

14 Feb 2024

Groundbreaking model predicts heart attack risk months in advance

Study introduces a novel biomarker-based model to predict imminent myocardial infarction (IMI), identifying key proteins and metabolites that could revolutionize early detection and prevention strategies.

14 Feb 2024

Study attributes West Nile virus expansion in Europe to climate change

West Nile virus is an emerging pathogen in Europe and represents a public health threat in previously non-affected European countries. Occurring in a cycle involving transmission between bird and mosquito species, this virus can be transmitted to humans by mosquitoes and induce West Nile fever.

14 Feb 2024

Insights into how AI and wearable technologies are impacting the future of healthcare

Imagine a world in which the digital watch on your wrist tracks not only your step count, but also your blood sugar, heart rate, blood pressure and respiration.

14 Feb 2024

New machine learning model uses MRI scans to predict psychosis onset

sMRI to develop a machine learning classifier and distinguish neuroanatomical patterns.

14 Feb 2024

New AI tool revolutionizes protein function prediction

A new artificial intelligence (AI) tool that draws logical inferences about the function of unknown proteins promises to help scientists unravel the inner workings of the cell.

14 Feb 2024

Machine learning decodes data variations in metabolomics

A new study shows that it is possible to use machine learning and statistics to address a problem that has long hindered the field of metabolomics: large variations in the data collected at different sites.

12 Feb 2024

Blood biomarkers in TGF-β pathway identify hidden liver cancer risk

A new research paper was published in Genes & Cancer on February 5, 2023, entitled, "Mechanistically based blood proteomic markers in the TGF-β pathway stratify risk of hepatocellular cancer in patients with cirrhosis."

9 Feb 2024

AI models show promise in predicting heart disease risks, but lack validation

Review highlights the potential of AI models in predicting cardiovascular disease risks but emphasizes the need for independent external validation to ensure their clinical applicability.

8 Feb 2024

Exploring the dynamic between dog ownership and child activity levels

Researchers examined the longitudinal effects of changes in dog ownership on children's physical activity and movement behaviors using data from the Play Spaces and Environments for Children’s Physical Activity (PLAYCE) cohort study.

8 Feb 2024

Teledermatology study exposes skin tone diagnosis gaps, AI offers improvement

Specialized and general physicians show significant gaps in diagnosing skin diseases across skin tones, with deep learning assistance improving accuracy but also highlighting disparities.

7 Feb 2024

Machine learning revolutionizes image compression for neural implants

EPFL researchers have developed a machine learning approach to compressing image data with greater accuracy than learning-free computation methods, with applications for retinal implants and other sensory prostheses.

7 Feb 2024

New study highlights AI's potential to transform lung cancer screening

Artificial intelligence (AI) potential in early lung cancer detection.

7 Feb 2024

Personalized medicine offers hope for millions with inflammatory bowel disease

The prevalence of inflammatory bowel disease (IBD), encompassing ulcerative colitis (UC) and Crohn's disease (CD), is rapidly increasing worldwide, affecting an estimated 6.8 million people.

6 Feb 2024

Proteogenomics provides clues about drug response in acute myeloid leukemia

Doctors have nearly a dozen new targeted drugs to treat patients with acute myeloid leukemia, or AML, yet three of four patients still die within five years.

6 Feb 2024

NIH awards $1.9 million to investigate how complex communities of microbes impact human health

The bacteria and microorganisms that live within the human body -; the microbiota -; can impact human health, disease risk and even how the body absorbs medications, but the details of these processes are unclear.

5 Feb 2024