Machine Learning News and Research

RSS

Novel geometric deep learning model improves stroke lesion segmentation

Ischemic stroke, which occurs when a blood vessel in the brain gets blocked by a clot, is among the leading causes of death worldwide.

18 Jul 2023

CEPI and HMRI partner to accelerate development of pandemic vaccines

CEPI, the Coalition for Epidemic Preparedness Innovations, and the Houston Methodist Research Institute (HMRI), have today announced a partnership to combine cutting-edge artificial intelligence (AI) technology with established laboratory techniques to speed up development of future vaccines against novel viral threats (also known as Disease X).

18 Jul 2023

Targeted brain stimulation shows promise for treating TBI-related memory loss

Traumatic brain injury (TBI) has disabled 1 to 2% of the population, and one of their most common disabilities is problems with short-term memory. Electrical stimulation has emerged as a viable tool to improve brain function in people with other neurological disorders.

18 Jul 2023

Immunodiagnosis: Unleashing the potential of personalized immunotherapy

Researchers discuss the concept of immunodiagnosis and explores the potential of artificial intelligence in ID systems for precise tumor immunotherapy.

18 Jul 2023

AI model accurately predicts which drugs may cause birth defects

Data scientists at the Icahn School of Medicine at Mount Sinai in New York and colleagues have created an artificial intelligence model that may more accurately predict which existing medicines, not currently classified as harmful, may in fact lead to congenital disabilities.

17 Jul 2023

Machine learning's potential for rapid LRTI diagnosis

A team of researchers evaluated the use of prediction models in LRTI diagnosis.

17 Jul 2023

Predicting kidney abnormalities in utero with deep learning

Researchers examine the potential use of deep learning models to diagnose fetal kidney anomalies.

17 Jul 2023

New proteomic insights: cerebrospinal fluid biomarkers show promise in detecting dementia with Lewy bodies

Researchers conducted cerebrospinal fluid (CSF) proteome profiling and identified CSF proteins.

17 Jul 2023

Precision livestock technologies offer earlier diagnosis of calf-killing bovine respiratory disease

Monitoring dairy calves with precision technologies based on the "internet of things," or IoT, leads to the earlier diagnosis of calf-killing bovine respiratory disease, according to a new study.

14 Jul 2023

Insilico Medicine and MIKADO team up to find new treatments for cystinosis

A team led by researchers at the Mechanisms of Inherited Kidney Disorders (MIKADO) group at the University of Zurich (Zurich, Switzerland) has used Insilico Medicine's generative artificial intelligence (AI) target discovery engine, PandaOmics, to identify actionable drug targets for the lysosomal storage disease cystinosis and to validate them in preclinical models of the disease.

14 Jul 2023

Empowering healthcare with AI: LungDiag NLP system transforms respiratory disease diagnosis

An artificial intelligence (AI) -based diagnostic system, LungDiag, to diagnose respiratory diseases.

14 Jul 2023

C-Path and Vivpro join forces to advance drug development

Critical Path Institute, a leading global nonprofit committed to expediting drug development through the acceleration of regulatory-endorsed solutions, today announced a newly formalized Memorandum of Understanding with Vivpro, an industry-leading provider of a revolutionary biointelligence software platform and innovative services.

13 Jul 2023

Superagers more likely to have greater movement speed than typical older adults

People in their eighties who can recall everyday events and life experiences as well as someone 20 to 30 years younger – known as superagers – are also more likely to have greater movement speed than typical older adults.

13 Jul 2023

Using CRISPR gene-editing system to build a more sustainable forest

Researchers at North Carolina State University used a CRISPR gene-editing system to breed poplar trees with reduced levels of lignin, the major barrier to sustainable production of wood fibers, while improving their wood properties.

13 Jul 2023

Study provides unprecedented insights into the complexity of large-scale neural networks

That experiences leave their trace in the connectivity of the brain has been known for a while, but a pioneering study by researchers at the German Center for Neurodegenerative Diseases (DZNE) and TUD Dresden University of Technology now shows how massive these effects really are.

11 Jul 2023

Biomarkers in the brain could redefine mental health conditions

The study of biomarkers in the brain - powered by cutting-edge machine learning techniques - could redefine the way mental health conditions are categorized and diagnosed and lead to more effective, personalized treatments.

10 Jul 2023

Depression after TBI may not be the same as depression related to other causes, study suggests

A new study led by Shan Siddiqi, MD, from Brigham and Women’s Hospital, a founding member of the Mass General Brigham healthcare system, suggests that depression after traumatic brain injury (TBI) could be a clinically distinct disorder rather than traditional major depressive disorder, with implications for patient treatment.

10 Jul 2023

PrecisionLife licenses OXEGENE dataset to develop personalized treatments for endometriosis

PrecisionLife, a leading techbio company driving precision medicine in complex chronic diseases, announced today a data access agreement with the University of Oxford to license the Oxford Endometriosis Gene (OXEGENE) dataset with the aim to develop new personalised treatments for endometriosis patients.

10 Jul 2023

AI tool can rapidly decode brain tumor DNA during surgery

Scientists have designed an AI tool that can rapidly decode a brain tumor's DNA to determine its molecular identity during surgery - critical information that under the current approach can take a few days and up to a few weeks.

7 Jul 2023

Improved diagnosis of occlusion myocardial infarction using novel machine learning tools

Machine learning models were developed to diagnose heart attacks in patients with no ST-elevation on their initial electrocardiogram, outperforming clinicians and improving accuracy. The models' risk score enhanced diagnostic accuracy and reclassified chest pain patients, providing mechanistic links to heart injury.

6 Jul 2023

Machine Learning News and Research

Novel geometric deep learning model improves stroke lesion segmentation

CEPI and HMRI partner to accelerate development of pandemic vaccines

Targeted brain stimulation shows promise for treating TBI-related memory loss

Immunodiagnosis: Unleashing the potential of personalized immunotherapy

AI model accurately predicts which drugs may cause birth defects

Machine learning's potential for rapid LRTI diagnosis

Predicting kidney abnormalities in utero with deep learning

New proteomic insights: cerebrospinal fluid biomarkers show promise in detecting dementia with Lewy bodies

Precision livestock technologies offer earlier diagnosis of calf-killing bovine respiratory disease

Insilico Medicine and MIKADO team up to find new treatments for cystinosis

Empowering healthcare with AI: LungDiag NLP system transforms respiratory disease diagnosis

C-Path and Vivpro join forces to advance drug development

Superagers more likely to have greater movement speed than typical older adults

Using CRISPR gene-editing system to build a more sustainable forest

Study provides unprecedented insights into the complexity of large-scale neural networks

Biomarkers in the brain could redefine mental health conditions

Depression after TBI may not be the same as depression related to other causes, study suggests

PrecisionLife licenses OXEGENE dataset to develop personalized treatments for endometriosis

AI tool can rapidly decode brain tumor DNA during surgery

Improved diagnosis of occlusion myocardial infarction using novel machine learning tools

AI In Healthcare eBook

Latest eBooks

Editorial Focus eBook - Proteomics (2nd Edition)

Industry Focus eBook - Life Science Microscopy (2nd Edition)

Biologics stability screening toolkit: Three practical workflows for accelerating formulation development

Event guide: 2nd World RNA-Based Therapeutics & Vaccines Summit Korea

The impact of vibration on microscopy

How Omics Technologies Are Transforming Biological Research and Drug Discovery

How microplastics and bacteria interact to drive antibiotic resistance