Radiology & Imaging

AI provides accurate breast density classification

An artificial intelligence (AI) tool can accurately and consistently classify breast density on mammograms, according to a study in Radiology: Artificial Intelligence.

Inflammatory disorders

AI allows automated scoring of psoriasis area, severity

(HealthDay)—Deep learning algorithms, such as convolutional neural networks (CNNs), can automatically and objectively perform image-based Psoriasis Area and Severity Index (PASI) scoring, according to a study published ...

Health informatics

New imaging technology may reduce need for skin biopsies

Instead of surgically removing a sample of skin, sending it to a lab and waiting several days for results, your dermatologist takes pictures of a suspicious-looking lesion and quickly produces a detailed, microscopic image ...

Health

Deep learning for extremity radiographs confounded by labels

According to an open-access Editor's Choice article in ARRS' American Journal of Roentgenology (AJR), convolutional neural networks (CNN) trained to identify abnormalities on upper extremity radiographs are susceptible to ...

Neuroscience

Team develops AI to decode brain signals and predict behavior

An artificial neural network (AI) designed by an international team involving UCL can translate raw data from brain activity, paving the way for new discoveries and a closer integration between technology and the brain.

Oncology & Cancer

Deep learning model classifies brain tumors with single MRI scan

A team of researchers at Washington University School of Medicine have developed a deep learning model that is capable of classifying a brain tumor as one of six common types using a single 3D MRI scan, according to a study ...

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