Kelly Patrick, Vlad Kozynchenko, and Sam Wilson

Artificial Intelligence
4 top trends in global healthcare
What are the most significant health trends across the world? How will they evolve in 2025? Three analysts provide some answers.
February 18, 2025
Arab Health provided a glimpse into the future of healthcare. All photos courtesy of Informa Markets -- Healthcare, organizer of Arab Health.
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Top Stories
Cardiac MRI analysis can provide useful information on epicardial adipose tissue, infarct size, microvascular obstruction, and myocardial edema.
Cardiovascular Radiology
MRI casts light on patient outcome after heart attack
Increased volume of fat tissue around the heart tends can be associated with greater myocardial damage after a heart attack, German researchers have reported.
A smartphone is used to take an image for a 3D-printed prosthesis.
Advanced Visualization
3D-printed prostheses bring hope in conflict zones
Obesity Text2
MRI
MRI proves effective for tracking results of obesity interventions
Croatia Brushstroke Flag
CT
Lung cancer screening: How Croatia does it
Example case from test set with biparametric MRI data, reference segmentation, and output from AI system. The primary MRI assessment resulted in a PI-RADS 5 lesion in the left dorsal part of the peripheral zone and a PI-RADS 4 lesion in the right dorsal part of the peripheral zone (PSA of 11.6 μg/L). Targeted biopsies from both areas showed ISUP-grade 3. All images are from the same slice location, showing a part of both lesions. A T2-weighted (T2W) image. B Diffusion-weighted image with a b-value of 1,500 s/mm2. (C) Apparent diffusion coefficient map. (D) Reference segmentation with white areas representing tumor. (E) Softmax output from AI system. Inset in the lower left corner shows the detection map (cropped around the prostate) with red voxels representing softmax values of 0.99 and yellow voxels representing softmax values of 0.59. (F) T2W image with reference (D) and detection map (inset in E) overlayed, green represents areas in which both the reference and the AI output are positive (true positive voxels for AI), red only positive in reference (false-negative voxels for AI) and blue only segmented by AI (false-positive voxels for AI).
MRI
AI comes under scrutiny in Swedish prostate MRI study
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Week in Review: New data on radiation dose | Junior doctors and CT | GI complications from raw fish
By Philip Ward
Spanish-led research suggests that more work needs to be done to manage radiation dose in children, adolescents, and young adults. Click "Read More" for the details of this story as well as a roundup of our top stories of the week.
November 16, 2023
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