Machine Learning News and Research

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Automated system relies on imaging droplets of biofluids for disease diagnosis

Not long ago, the idea of diagnosing a disease with a droplet of blood was considered a pipe dream. Today, this technology could soon become a reality.

19 Nov 2025

Machine learning tool helps evaluate ICU resource efficiency in severe pneumonia care

A study published in the Journal of Critical Care, conducted with the participation of the D'Or Institute for Research and Education (IDOR), investigated how to measure efficiency in the use of resources for patients with severe community-acquired pneumonia (CAP), an illness contracted outside hospital settings and most common among older adults.

18 Nov 2025

New model uses social media patterns to predict disease outbreaks

Vaccination rates are falling in many communities due to widespread misinformation and previously eliminated or controlled illnesses like measles are surging across the United States and Canada.

18 Nov 2025

New AMR portal provides large-scale curated data to advance antimicrobial resistance research

Antimicrobial resistance (AMR) is a growing health challenge, reducing the effectiveness of life-saving treatments and increasing the risk of complications from routine medical procedures.

18 Nov 2025

Toward precision diagnosis and treatment of radiation-induced brain injury

Radiation-induced brain injury (RIBI) is a serious and often delayed complication of cranial radiotherapy, which remains a cornerstone in the treatment of brain tumors such as gliomas, metastases, and lymphomas.

18 Nov 2025

Researchers develop novel computational method to interpret complex single-cell data

Researchers from Turku Bioscience Centre at the University of Turku, Finland, have developed a new computational method to interpret complex single-cell data. The method helps researchers identify and group cell types across samples.

17 Nov 2025

T cells drive vaccine effectiveness against porcine reproductive and respiratory syndrome virus

A new study shows that the effectiveness of current vaccines against porcine reproductive and respiratory syndrome virus (PRRSV) is due to the response of T cells against the disease, rather than the production of antibodies.

17 Nov 2025

Preclinical study shows aged garlic extract improves memory and reduces anxiety

Long-term aged garlic extract supplementation improved specific anxiety-related behaviors and enhanced memory and learning in aging mice. Proteomic profiling revealed extensive hippocampal and cortical molecular changes linked to synaptic signaling, neuroplasticity, and stress-response pathways.

16 Nov 2025

Terasaki Institute and Caltech join forces on groundbreaking embryo formation study

The Terasaki Institute for Biomedical Innovation (TIBI) is pleased to announce its collaboration with the California Institute of Technology (Caltech) on a newly awarded $2.8 million Discovery Stage Research (DISC0) grant from the California Institute for Regenerative Medicine (CIRM).

14 Nov 2025

Bruker announces advancements in immunopeptidomics, de novo PTM analysis, and proteoform profiling

international HUPO, Bruker Corporation today announced new machine learning additions to Bruker ProteoScape™ software for immunopeptidomics and PTM analysis.

From Bruker Daltonics 14 Nov 2025

Machine learning model boosts success of liver transplants from circulatory death donors

There are more candidates on the waitlist for a liver transplant than there are available organs, yet about half the time a match is found with a donor who dies after cardiac arrest following the removal of life support, the transplant must be canceled.

13 Nov 2025

Cellarity's AI model predicts drug-induced liver injury

Cellarity, a clinical-stage biotechnology company developing Cell State-Correcting therapies through integrated multi-omics and AI modeling, today announced the publication of a seminal manuscript in Nature Communications, which describes a novel framework for the prediction and characterization of drug-induced liver injury (DILI), along with open-source posting of the model and validation data.

13 Nov 2025

Empowering early detection of dementia with a dual approach involving AI and patient input

Few primary care practices are designed for the timely detection of Alzheimer's disease and related dementias. The limited time that primary care clinicians are able to spend with patients, the need to focus on the health problems which brought the patient to the clinic, as well as the stigma of Alzheimer's disease and dementia are major reasons for lack of recognition of the condition.

13 Nov 2025

Shift Bioscience publishes improved metric calibration framework for robust genetic perturbation modeling using AI Virtual Cells

Shift Bioscience (Shift), a biotechnology company uncovering the biology of cell rejuvenation to end the morbidity and mortality of aging, today announced the release of new research detailing an improved framework for evaluating benchmark metric calibration in virtual cell models. U

From Shift Bioscience 11 Nov 2025

Researchers develop multiethnic model for identifying individuals with skin cancer

Researchers at the University of California San Diego School of Medicine have developed a new approach for identifying individuals with skin cancer that combines genetic ancestry, lifestyle and social determinants of health using a machine learning model.

10 Nov 2025

Machine Learning News and Research

Automated system relies on imaging droplets of biofluids for disease diagnosis

Machine learning tool helps evaluate ICU resource efficiency in severe pneumonia care

New model uses social media patterns to predict disease outbreaks

New AMR portal provides large-scale curated data to advance antimicrobial resistance research

Toward precision diagnosis and treatment of radiation-induced brain injury

Researchers develop novel computational method to interpret complex single-cell data

T cells drive vaccine effectiveness against porcine reproductive and respiratory syndrome virus

Preclinical study shows aged garlic extract improves memory and reduces anxiety

Terasaki Institute and Caltech join forces on groundbreaking embryo formation study

Bruker announces advancements in immunopeptidomics, de novo PTM analysis, and proteoform profiling

Machine learning model boosts success of liver transplants from circulatory death donors

Cellarity's AI model predicts drug-induced liver injury

Empowering early detection of dementia with a dual approach involving AI and patient input

Shift Bioscience publishes improved metric calibration framework for robust genetic perturbation modeling using AI Virtual Cells

Researchers develop multiethnic model for identifying individuals with skin cancer

Digital biomarkers revolutionize early diagnosis of endometriosis and pelvic conditions

Machine learning advances human-centric drug toxicity prediction

Five-year project seeks new weapons against drug-resistant bacteria

Two main methods for discovering disease genes reveal distinct aspects of biology

AI helps detect early signs of alcoholism in firefighters with 80% accuracy

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