Deep Learning News and Research

RSS

Deep learning-based model can predict the need for intensive care in COVID-19 patients

The COVID-19 pandemic dealt a huge blow to healthcare systems and highlighted their major shortcomings.

21 Aug 2023

New AI-based screening strategy uses ECG to detect heart defects

Researchers explore the use of artificial intelligence in enhancing the yield of conventional screening for ASDs using 12-lead electrocardiography.

21 Aug 2023

AI-based model indicates chest radiography as a potential biomarker of aging

A recent study developed an AI model to determine the age of individuals by analyzing chest radiographs.

21 Aug 2023

AI model can detect atrial septal defect in ECGs with high accuracy

The AI model was more efficient at detecting signatures of atrial septal defect (ASD) in electrocardiograms (ECG) than traditional methods.

17 Aug 2023

Deep learning-based AI model can estimate age from chest radiographs of healthy individuals

What if "looking your age" refers not to your face, but to your chest? Osaka Metropolitan University scientists have developed an advanced artificial intelligence (AI) model that utilizes chest radiographs to accurately estimate a patient's chronological age.

17 Aug 2023

Deep learning framework DeepAIR could improve understanding of adaptive immunity

Researchers presented a deep learning framework, DeepAIR, to accurately predict adaptive immune receptor (AIR)-antigen binding.

15 Aug 2023

AI tool can identify social determinants of health in dementia patients

In the rush to harness artificial intelligence and machine learning tools to make care more efficient at hospitals nationwide, a new study points to another possible use: identifying patients with non-medical needs that could affect their health and ability to receive care.

14 Aug 2023

Using ultrasound and AI to investigate the characteristics and healing trajectory of burn wounds

To provide the best care for injured service members, combat medics need reliable tools. To develop better tools, they call upon engineers.

11 Aug 2023

Machine learning can accurately predict subtypes of Parkinson's disease

Researchers at the Francis Crick Institute and UCL Queen Square Institute of Neurology, working with technology company Faculty AI, have shown that machine learning can accurately predict subtypes of Parkinson's disease using images of patient-derived stem cells.

10 Aug 2023

AI tool can quickly diagnose muscle wasting in head and neck cancer patients

Researchers from Dana-Farber Cancer Institute have found a way to use artificial intelligence (AI) to diagnose muscle wasting, called sarcopenia, in patients with head and neck cancer.

10 Aug 2023

Deep-learning technology could help scientists to develop personalized immunotherapies and vaccines

Deep-learning technology developed by a team of Johns Hopkins engineers and cancer researchers can accurately predict cancer-related protein fragments that may trigger an immune system response.

9 Aug 2023

New mechanism discovered for coordinating organ development

Researchers at the Instituto Gulbenkian de Ciência (IGC, Oeiras) and Max Planck Institute of Cell Biology and Genetics (MPI-CBG, Dresden) identified a new mechanism that exposes some of the multitasking abilities embryos need to build a functional retina, the sensory part of the central nervous system responsible for vision.

9 Aug 2023

Machine learning model finds new breast cancer risk indicator in women with dense breasts

A machine learning model found that background parenchymal enhancement (BPE) on breast MRI is an indicator of breast cancer risk in women with extremely dense breasts, according to a study published in Radiology, a journal of the Radiological Society of North America (RSNA).

8 Aug 2023

AI-powered Schistoscope could revolutionize diagnosis of parasitic disease

Schistosomiasis, a parasitic disease affecting millions worldwide, poses a significant public health and economic burden, particularly in impoverished regions.

8 Aug 2023

New AI modules boost polyp segmentation in colonoscopy imagery

Researchers have developed a pair of modules that gives a boost to the use of artificial neural networks to identify potentially cancerous growths in colonoscopy imagery, traditionally plagued by image noise resulting from the colonoscopy insertion and rotation process itself.

7 Aug 2023

Deep learning improves protein design by 10x

The key to understanding proteins -; such as those that govern cancer, COVID-19, and other diseases -; is quite simple. Identify their chemical structure and find which other proteins can bind to them. But there's a catch.

3 Aug 2023

Revolutionizing COVID-19 ARDS prediction: a deep learning model for critically ill patients

Researchers developed and evaluated a deep learning model for predicting coronavirus disease 2019 (COVID-19) acute respiratory distress syndrome (ARDS).

31 Jul 2023

Study identifies specific genetic variants that affect the skeletal form and ties a major evolutionary facet of human anatomical change to pathogenesis

Researchers evaluate imaging information and characterize skeletal proportions to assess the genetic root of these traits and their connections to each other.

26 Jul 2023

AI-powered study pinpoints genes that shape bones

Using artificial intelligence to analyze tens of thousands of X-ray images and genetic sequences, researchers from The University of Texas at Austin and New York Genome Center have been able to pinpoint the genes that shape our skeletons, from the width of our shoulders to the length of our legs.

20 Jul 2023

Deep learning-based handheld device improves atrial fibrillation detection

Announcing a new article publication for Cardiovascular Innovations and Applications journal. Symptom-driven electrocardiogram (ECG) recording plays a significant role in the detection of post-ablation atrial fibrillation recurrence (AFR).

19 Jul 2023

Deep Learning News and Research

Deep learning-based model can predict the need for intensive care in COVID-19 patients

New AI-based screening strategy uses ECG to detect heart defects

AI-based model indicates chest radiography as a potential biomarker of aging

AI model can detect atrial septal defect in ECGs with high accuracy

Deep learning-based AI model can estimate age from chest radiographs of healthy individuals

Deep learning framework DeepAIR could improve understanding of adaptive immunity

AI tool can identify social determinants of health in dementia patients

Using ultrasound and AI to investigate the characteristics and healing trajectory of burn wounds

Machine learning can accurately predict subtypes of Parkinson's disease

AI tool can quickly diagnose muscle wasting in head and neck cancer patients

Deep-learning technology could help scientists to develop personalized immunotherapies and vaccines

New mechanism discovered for coordinating organ development

Machine learning model finds new breast cancer risk indicator in women with dense breasts

AI-powered Schistoscope could revolutionize diagnosis of parasitic disease

New AI modules boost polyp segmentation in colonoscopy imagery

Deep learning improves protein design by 10x

Revolutionizing COVID-19 ARDS prediction: a deep learning model for critically ill patients

Study identifies specific genetic variants that affect the skeletal form and ties a major evolutionary facet of human anatomical change to pathogenesis

AI-powered study pinpoints genes that shape bones

Deep learning-based handheld device improves atrial fibrillation detection

AI In Healthcare eBook

Sensing a Healthier Future

Achieving and maintaining ISO/IEC 27001 and BS 10012 certifications

Expanding research and clinical options for children with cancer

Latest News