Deep Learning

AI Pain Recognition Tool Detects Pain Before, During and After Surgery

by Shania Kennedy

Researchers presenting at the ANESTHESIOLOGY 2023 annual meeting demonstrated that an automated pain recognition system leveraging artificial intelligence (AI) may be capable of detecting pain in...

Deep Learning Model Automates Severe Heart Valve Disease Detection

by Shania Kennedy

Researchers at Yale School of Medicine have developed a deep learning (DL) approach that can accurately detect aortic stenosis by analyzing heart ultrasound scans, according to a study published last...

Exploring Mayo Clinic’s AI Efforts to Enhance Organ Transplants

by Shania Kennedy

Organ transplants represent one of many revolutionary advancements within the field of medicine over the past century. Since the first successful human kidney transplant in 1954, the number of treatment options for once life-threatening or...

Deep Learning Method Helps Correct Motion-Corrupted Brain MRIs

by Shania Kennedy

Researchers from the Massachusetts Institute of Technology (MIT) have developed a deep learning (DL) model that can correct magnetic resonance imaging (MRI) scans corrupted by motion artifacts,...

Deep Learning-Based Electrocardiogram Screening Detects Heart Defects

by Shania Kennedy

Researchers from Brigham and Women’s Hospital and Keio University in Japan have developed a deep learning (DL) model capable of screening electrocardiograms (ECGs) for signs of atrial septal...

Deep Learning Tool May Support Personalized Cancer Care

by Shania Kennedy

Researchers have developed a deep learning (DL) model capable of predicting cancer-related protein fragments that may elicit an immune response, which may aid the advancement of personalized cancer...

Deep Learning Model Detects Diabetes Using Routine Chest Radiographs

by Shania Kennedy

Researchers at Emory University have validated a deep learning (DL) model capable of detecting early warning signs of diabetes using routinely collected chest radiographs and electronic health record...

Deep Learning Model Accurately Detects Cardiac Function, Disease

by Shania Kennedy

A deep learning (DL) model has been developed and validated to estimate cardiac function and valvular disease using chest radiographs, according to a study published this month in The Lancet Digital...

Deep Learning Algorithm Predicts Need for Crohn’s Disease Therapy

by Shania Kennedy

A study published last month in Therapeutic Advances in Gastroenterology demonstrated that a deep learning (DL) model can predict the need for biological therapy using capsule endoscopy (CE) videos of...

AI Accurately Predicts On- and Off-Target Activity of CRISPR Tools

by Shania Kennedy

A new study published last week in Nature Biotechnology demonstrated that a deep learning (DL) tool can predict on- and off-target activity of RNA-targeting CRISPR tools, which may spur the development...

AI May Help Define Tumor Margins in Prostate Cancer Treatment

by Shania Kennedy

Researchers evaluating an artificial intelligence (AI) model’s ability to estimate prostate cancer extent and define focal treatment margins for tumors demonstrated that the model outperformed...

$1.2 Million Grant to Support Healthcare Analytics, AI Projects

by Shania Kennedy

The Jump Applied Research through Community Health through Engineering and Simulation (ARCHES) research and development program has announced that almost $1.2 million in grant funding has been awarded...

AI-Based “Denoising” in Medical Imaging May Require Further Evaluation

by Shania Kennedy

Researchers at Washington University in St. Louis are investigating how deep learning (DL) tools to “denoise,” or clean up, medical images impact the clinical utility of those...

Deep Learning System May Provide Automatic Surgical Skill Assessment

by Shania Kennedy

Researchers have developed a deep learning (DL) model capable of recognizing standardized surgical fields and performing automatic surgical skill assessments using intraoperative videos of laparoscopic...

DL Approach Enables Interpretations of Electrocardiograms as Language

by Shania Kennedy

Researchers from Mount Sinai have developed deep learning (DL)-based model for electrocardiogram (ECG) analysis that enables the interpretation of ECGs as language and may improve ECG-related...

Deep-Learning Model Shows Promise in Measuring Joint Attention

by Mark Melchionna

A study published in JAMA Network Open describes a deep-learning (DL) model that showed the ability to determine differences between children with autism spectrum disorder (ASD) and typical development...

Cedars-Sinai Develops AI to Predict Adverse Cardiac Events

by Shania Kennedy

Cedars-Sinai researchers have developed an artificial intelligence (AI) tool that can predict a patient’s chance of adverse cardiac events, such as a heart attack, and demonstrate how that...

Mayo Clinic: Deep Learning May Improve Head, Neck Radiotherapy

by Shania Kennedy

Researchers from Mayo Clinic demonstrated that an automated deep learning (DL) tool could help improve radiation therapy planning for patients with head and neck cancer, according to a validation study...

NIH Funding to Support Cardiovascular Disease Detection Using AI

by Mark Melchionna

After receiving $6.2 million in funding from the National Institutes of Health (NIH), researchers from Case Western Reserve University and University Hospitals Cleveland Medical Center (UH) aim to...

Artificial Intelligence Aids Psoriasis Severity Assessment

by Shania Kennedy

Researchers have developed an artificial intelligence (AI)-based tool for the assessment of psoriasis severity in an effort to facilitate long-term chronic disease self-management for patients,...