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Can machine learning predict and prevent mental health problems?

In a recent study published in the Nature Medicine journal, researchers assessed the efficacy of the machine learning model in the prediction of mental health crises.

19 May 2022

Deep learning technology boosts the speed of localization photoacoustic imaging

After a lightning strike, thunder can be heard for a short period of time afterward. This is due to the fact that the surrounding material that was struck by lightning absorbs the light, and as a result of the conversion of this light into heat, the material expands and produces a sound.

12 May 2022

Deep learning reveals genetic determinants of COVID-19-associated mortality

In a recent study posted to the medRxiv* preprint server, researchers applied deep learning methods and identified genetic variants linked to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)-caused mortality.

11 May 2022

AI model predicts postoperative recurrence of Crohn disease with high accuracy

Using an artificial intelligence (AI) tool that emulates how humans visualize and is trained to recognize and classify images, investigators constructed a model that predicts the postoperative recurrence of Crohn disease with high accuracy by evaluating histological images.

10 May 2022

New tool can help researchers interpret the clinical significance of somatic mutations in cancer

Researchers at Children's Hospital of Philadelphia have developed a new tool to help researchers interpret the clinical significance of somatic mutations in cancer.

6 May 2022

Developing software solutions to monitor post-stroke rehabilitation and improve patient recovery

According to the study 'The impact of stroke in Europe', by King's College for the European Stroke Alliance, between 2015 and 2035 there will be a 34% increase in the number of cases in Europe (up to 819,771).

5 May 2022

New model can predict drug-drug interactions based on drug-induced gene expression signatures

Prescriptions for multiple drugs, or polypharmacy, is often recommended for the treatment of complex diseases.

4 May 2022

New Machine Learning model draws a map of proteins with special properties

The biotech industry is constantly searching for the perfect mutation, where properties from different proteins are synthetically combined to achieve a desired effect.

4 May 2022

Researchers develop novel technique to identify relationships among medical concepts

A team of researchers from the Department of Veterans Affairs, Oak Ridge National Laboratory, Harvard's T.H. Chan School of Public Health, Harvard Medical School and Brigham and Women's Hospital has developed a novel, machine learning–based technique to explore and identify relationships among medical concepts using electronic health record data across multiple healthcare providers.

28 Apr 2022

Residential exposure to greenspace may improve overall cognitive function

New evidence links residential exposure to greenspace, such as green vegetation, as a potential population-level approach to improve processing speed and attention, and overall cognitive function.

27 Apr 2022

Prognostic model uses brain scans and machine learning to inform outcomes in TBI patients

A prognostic model developed by University of Pittsburgh School of Medicine data scientists and UPMC neurotrauma surgeons is the first to use automated brain scans and machine learning to inform outcomes in patients with severe traumatic brain injuries (TBI).

26 Apr 2022

UNC study introduces a novel opportunity to democratize obstetric ultrasound

Establishing accurate gestational age with ultrasound early in pregnancy is essential to delivering high-quality care.

26 Apr 2022

New deep learning method aids in the accurate diagnosis of parkinsonian diseases

A new deep learning method has been created to aid in the diagnosis of parkinsonian diseases, according to research published ahead of print by The Journal of Nuclear Medicine.

21 Apr 2022

New deep learning neural network model predicts physical interactions of protein complexes

From the muscle fibers that move us to the enzymes that replicate our DNA, proteins are the molecular machinery that makes life possible.

20 Apr 2022

Monitoring medication adherence for TB treatment in Africa using AI

Researchers aimed to develop an AI system that can evaluate medication adherence and non-adherence activities of TB patients based on their visual attributes obtained from videos.

11 Apr 2022

AI model uses electronic health records to identify people at high risk for pancreatic cancer

An artificial intelligence (AI) model trained using sequential health information derived from electronic health records identified a subset of individuals with a 25-fold risk of developing pancreatic cancer within three to 36 months, according to results presented at the AACR Annual Meeting 2022, held April 8-13.

8 Apr 2022

Depressive disorders are associated with general increase in the deformability of immune cells

A recent study by the TU Dresden and the University of Zurich in cooperation with the Max Planck Institute for the Science of Light establishes for the first time a link between depressive disorders and mechanical characteristics of all major blood cell types.

8 Apr 2022

Explanatory AI system enables more accurate diagnosis of fetal congenital heart disease

Researchers from the RIKEN Center for Advanced Intelligence Project and colleagues have tested AI-enhanced diagnosis of fetal congenital heart disease in a clinical setting.

5 Apr 2022

AI-based model can use ECG images to diagnose multiple heart rhythm and conduction disorders

Researchers at the Yale Cardiovascular Data Science (CarDS) Lab have developed an artificial intelligence (AI)-based model for clinical diagnosis that can use electrocardiogram (ECG) images, regardless of format or layout, to diagnose multiple heart rhythm and conduction disorders.

31 Mar 2022

Aivia 10.5 offers up to 74% time saving with AI-powered neuron analysis

Aivia 10.5 offers up to 74% time saving with AI-powered neuron analysis. Aivia software update from Leica Microsystems offers improved AI image analysis capabilities

From Leica Microsystems GmbH 30 Mar 2022