AI Medical Compendium

ESR Innovation in Focus: Deep learning in MR image reconstruction.

European radiology Mar 9, 2026

Identifying key gait features in stroke patients using wearable inertial sensors and supervised and unsupervised machine learning.

Scientific reports Mar 9, 2026

Stroke is a major cause of motor disability, degrading walking and quality of life. Wearable gait analysis with magneto-inertial measurement units (MIMUs) can quantify post-stroke impairments. We used machine learning to identify discriminative gait ... read more

Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach.

Scientific reports Mar 9, 2026

Automatic modulation classification (AMC) aims to recognize the modulation type of a received signal, playing a crucial role in various civil and military applications. However, most existing deep learning (DL)-based AMC methods require massive label... read more

Clinical evaluation of a motion correction software based on partial angle reconstruction in coronary CT angiography.

The international journal of cardiovascular imaging Mar 9, 2026

To evaluate a new deep learning (DL) motion correction (MC) software based on partial angle reconstruction (PAR) to reduce motion artifacts in patients with increased heart rate (HR) in coronary CT angiography (CCTA). This retrospective single-center... read more

Comparative assessment of non-invasive imaging methods for coronary artery disease: coronary computed tomography angiography, computed tomography-derived fractional flow reserve and instantaneous wave-free ratio computed tomography.

The international journal of cardiovascular imaging Mar 9, 2026

Coronary artery disease remains a major worldwide health threat, requiring consistent developments in non-invasive diagnostic tools. Coronary Computed Tomography Angiography (CCTA) is frequently used for anatomical assessments of coronary arteries. H... read more

An adaptive weight self-distillation deep learning framework for phenotype prediction from longitudinal gut microbiome data.

BMC microbiology Mar 9, 2026

Medicine digital transformation: evidence from Chinese physicians on generative artificial intelligence implementation and challenges.

Journal of translational medicine Mar 9, 2026

Perception of sex and race diversity in critical care medicine by generative AI: biases, measurement and implications.

Critical care (London, England) Mar 9, 2026

Automatic estimation of single-tooth width from standardized two-dimensional occlusal photographs using deep learning.

Head & face medicine Mar 9, 2026

Development and Evaluation of Artificial Intelligence-Based Two-Step Model for Automated Serum Quality Assessment in Clinical Laboratories.

Annals of laboratory medicine Mar 9, 2026

BACKGROUND: Enhancing pre-analytical QC in clinical laboratories and providing risk alerts is crucial for ensuring accurate test results for patients whose samples are affected by hemolysis, icterus, or lipemia. We evaluated a novel, self-developed a... read more

Artificial Intelligence Medical Compendium

ESR Innovation in Focus: Deep learning in MR image reconstruction.

Identifying key gait features in stroke patients using wearable inertial sensors and supervised and unsupervised machine learning.

Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach.

Clinical evaluation of a motion correction software based on partial angle reconstruction in coronary CT angiography.

Comparative assessment of non-invasive imaging methods for coronary artery disease: coronary computed tomography angiography, computed tomography-derived fractional flow reserve and instantaneous wave-free ratio computed tomography.

An adaptive weight self-distillation deep learning framework for phenotype prediction from longitudinal gut microbiome data.

Medicine digital transformation: evidence from Chinese physicians on generative artificial intelligence implementation and challenges.

Perception of sex and race diversity in critical care medicine by generative AI: biases, measurement and implications.

Automatic estimation of single-tooth width from standardized two-dimensional occlusal photographs using deep learning.

Development and Evaluation of Artificial Intelligence-Based Two-Step Model for Automated Serum Quality Assessment in Clinical Laboratories.

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