Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 1,611 to 1,620 of 6,954 articles

Author Correction: Predicting patients' sentiments about medications using artificial intelligence techniques.

Scientific reports Jun 18, 2025
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A novel Swin transformer based framework for speech recognition for dysarthria.

Scientific reports Jun 16, 2025
Dysarthria frequently occurs in individuals with disorders such as stroke, Parkinson's disease, cerebral palsy, and other neurological disorders. Well-timed detection and management of dysarthria in these patients is imperative for efficiently handli... read more 
Speech Speech Recognition Software Dysarthria Machine Learning Algorithms Humans

Author Correction: Machine learning for predicting device-associated infection and 30-day survival outcomes after invasive device procedure in intensive care unit patients.

Scientific reports Jun 13, 2025
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Development of machine learning models for gait-based classification of incomplete spinal cord injuries and cauda equina syndrome.

Scientific reports Jun 6, 2025
Incomplete tetraplegia, incomplete paraplegia, and cauda equina syndrome are major neurological disorders that significantly reduce patients' quality of life, primarily due to impaired motor function and gait instability. Although conventional neurol... read more 
Female Aged Young Adult Humans Machine Learning Middle Aged Support Vector Machine Gait Adult Male Spinal Cord Injuries Cauda Equina Syndrome

Emotion recognition with multiple physiological parameters based on ensemble learning.

Scientific reports Jun 6, 2025
Emotion recognition is a key research area in artificial intelligence, playing a critical role in enhancing human-computer interaction and optimizing user experience design. This study explores the application and effectiveness of ensemble learning m... read more 
Skin Temperature Ensemble Learning Galvanic Skin Response Electroencephalography Heart Rate Female Young Adult Male Neural Networks, Computer Humans Adult Emotions Machine Learning

UANV: UNet-based attention network for thoracolumbar vertebral compression fracture angle measurement.

Scientific reports Jun 6, 2025
Kyphosis is a prevalent spinal condition where the spine curves in the sagittal plane, resulting in spine deformities. Curvature estimation provides a powerful index to assess the deformation severity of scoliosis. In current clinical diagnosis, the ... read more 
Radiography Lumbar Vertebrae Spinal Fractures Fractures, Compression Kyphosis Female Male Thoracic Vertebrae Humans Neural Networks, Computer

Inconsistency of AI in intracranial aneurysm detection with varying dose and image reconstruction.

Scientific reports Jun 6, 2025
Scanner-related changes in data quality are common in medical imaging, yet monitoring their impact on diagnostic AI performance remains challenging. In this study, we performed standardized consistency testing of an FDA-cleared and CE-marked AI for t... read more 
Phantoms, Imaging Intracranial Aneurysm Tomography, X-Ray Computed Humans Image Processing, Computer-Assisted Artificial Intelligence Radiation Dosage

Modeling eye gaze velocity trajectories using GANs with spectral loss for enhanced fidelity.

Scientific reports Jun 6, 2025
Accurate modeling of eye gaze dynamics is essential for advancement in human-computer interaction, neurological diagnostics, and cognitive research. Traditional generative models like Markov models often fail to capture the complex temporal dependenc... read more 
Markov Chains Fixation, Ocular Humans Neural Networks, Computer Eye Movements

The value of intratumoral and peritumoral ultrasound radiomics model constructed using multiple machine learning algorithms for non-mass breast cancer.

Scientific reports Jun 6, 2025
To investigate the diagnostic capability of multiple machine learning algorithms combined with intratumoral and peritumoral ultrasound radiomics models for non-massive breast cancer in dense breast backgrounds. Manual segmentation of ultrasound image... read more 
Machine Learning Algorithms Humans Middle Aged Ultrasonography Nomograms Ultrasonography, Mammary ROC Curve Adult Breast Neoplasms Radiomics Female Aged

Machine learning method based on radiomics help differentiate posterior pituitary tumors from pituitary neuroendocrine tumors and craniopharyngioma.

Scientific reports Jun 6, 2025
Posterior pituitary tumors (PPTs) are rare neoplasms, but easily misdiagnosed as pituitary neuroendocrine tumor (PitNET) and craniopharyngioma. This study aimed to differentiate PPTs from PitNET and craniopharyngioma using a machine learning method b... read more 
Diagnosis, Differential Adult Radiomics Magnetic Resonance Imaging Female Neuroendocrine Tumors Male Middle Aged Aged Pituitary Neoplasms Humans Young Adult Adolescent Machine Learning Craniopharyngioma
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