Latest AI and machine learning research in radiology for healthcare professionals.
Preterm infants (born between 28 and 37 weeks of gestation) face elevated risks of neurodevelopmenta...
Interpretation of imaging findings based on morphological characteristics is important for diagnosin...
Multimodal image registration between diffusion MRI (dMRI) and T1-weighted (T1w) MRI images is a cri...
ImportanceVision-language models (VLMs) enable generalist multimodal reasoning, but their ability to...
BackgroundThe pancreas is essential for metabolic homeostasis. Alterations in morphology and parench...
Membrane segmentation is an essential task in the workflow for processing cryo-electron tomography d...
Accurate survival prediction in Non-Small Cell Lung Cancer (NSCLC) requires the integration of heter...
BackgroundAtrial cardiomyopathy (AtCM) is both a cause and a consequence of atrial fibrillation and ...
Aging is often accompanied by cognitive decline, but the extent, timing, and severity of this proces...
BackgroundDisc degeneration is the primary cause of low back pain, although the disc itself is not u...
Brain tumors are among the most lethal cancers with gliomas representing the most morphologically co...
Medical image segmentation remains a critical bottleneck in clinical workflows, from diagnostic radi...
Three-dimensional electron microscopy (3D EM) enables the quantitative analysis of cellular ultrastr...
Medical imaging datasets often suffer from class imbalance and limited availability of pathology-ric...
Magnetic resonance imaging (MRI) plays a vital role in clinical diagnostics, yet it remains hindered...
Study advances current diagnostic efficiency of canine/feline (sub-)cutaneous tumors using machine l...
PURPOSE: The scarcity of high-quality curated labeled medical training data remains one of the major...
PURPOSE: We propose and evaluate multimodal deep learning (DL) approaches that combine ultrasound (U...
Ultrasound-assisted novel solvent extraction enhances plant bioactive compound yield via cavitation,...
UNLABELLED: Synthetic MRI (SyMRI) is a technique used to estimate tissue properties and generate mul...
High-resolution magnetic resonance angiography (∼ 50 μm MRA) data plays a critical role in the accur...