Artificial Intelligence Medical Compendium

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

Showing 1,191 to 1,200 of 6,800 articles

Automated ejection fraction and risk stratification in cardiomyopathy patients with diverse LV geometry using 2D echocardiography.

Scientific reports Jul 1, 2025
Cardiomyopathy often alters left ventricular geometry (LVG), impairing cardiac function. We developed a deep learning (DL) model to estimate left ventricular ejection fraction (LVEF) from echocardiographic images while accounting for LVG variability ... read more 
Female Aged Male Ventricular Function, Left Humans Prognosis Deep Learning Heart Ventricles Cardiomyopathies Middle Aged Stroke Volume Risk Assessment Echocardiography

Research and optimization of a multilevel fire detection framework based on deep learning and classical pattern recognition techniques.

Scientific reports Jul 1, 2025
Fire detection technology is essential for safeguarding public safety and minimizing property damage. Despite advancements in both traditional methodologies and modern deep learning models, challenges such as suboptimal accuracy and elevated false al... read more 

Unveiling the mechanisms and promising molecular targets of curcumin in pancreatic cancer through multi-dimensional data.

Scientific reports Jul 1, 2025
Pancreatic cancer (PC) is a highly aggressive and fatal malignancy, primarily affecting older males. Curcumin, a potential anti-cancer agent, has been shown to regulate key molecules in cancer progression, but its specific mechanisms in PC remain unc... read more 
Antineoplastic Agents Gene Expression Profiling Machine Learning Molecular Docking Simulation Pancreatic Neoplasms Curcumin Gene Expression Regulation, Neoplastic Nomograms Humans

FPGA implementation of deep learning architecture for ankylosing spondylitis detection from MRI.

Scientific reports Jul 1, 2025
Ankylosing Spondylitis (AS), commonly known as Bechterew's disease, is a complex, potentially disabling disease that develops slowly over time and progresses to radiographic sacroiliitis. The etiology of this disease is poorly understood, making it d... read more 
Spondylitis, Ankylosing Female Adult Humans Deep Learning Male Neural Networks, Computer Magnetic Resonance Imaging Middle Aged

Cross-language dissemination of Chinese classical literature using multimodal deep learning and artificial intelligence.

Scientific reports Jul 1, 2025
Against the backdrop of rapid advancements in artificial intelligence (AI), multimodal deep learning (DL) technologies offer new possibilities for cross-language translation. This work proposes a multimodal DL-based translation model, the Transformer... read more 
Deep Learning China Translating Artificial Intelligence Language Neural Networks, Computer Humans

MEN: leveraging explainable multimodal encoding network for precision prediction of CYP450 inhibitors.

Scientific reports Jul 1, 2025
Drug-drug interactions (DDIs) present serious risks in clinical settings, especially for patients who are prescribed multiple medications. A major factor contributing to these interactions is the inhibition of cytochrome P450 (CYP450) enzymes, which ... read more 
Cytochrome P-450 Enzyme Inhibitors Drug Interactions Cytochrome P-450 Enzyme System Humans Machine Learning

Lessons learned from RadiologyNET foundation models for transfer learning in medical radiology.

Scientific reports Jul 1, 2025
Deep learning models require large amounts of annotated data, which are hard to obtain in the medical field, as the annotation process is laborious and depends on expert knowledge. This data scarcity hinders a model's ability to generalise effectivel... read more 
Deep Learning Radiology COVID-19 Humans SARS-CoV-2

Experimentally profiling dielectric properties of Escherichia coli and Staphylococcus aureus by movement velocity and force.

Scientific reports Jul 1, 2025
The gradual research in integrating artificial intelligence in the Dielectrophoresis system is rapid since the evolution of AI in every aspect of technology since the early 2020s. The benefits of AI integration into DEP systems include improving posi... read more 
Algorithms Electrophoresis Movement Escherichia coli Staphylococcus aureus

High-isolation dual-band MIMO antenna for next-generation 5G wireless networks at 28/38 GHz with machine learning-based gain prediction.

Scientific reports Jul 1, 2025
This research outlines the results on implementing a Machine Learning (ML) approach to improve the throughput of Multiple-Input Multiple-Output (MIMO) based 5G millimeter wave applications. The research will cover frequencies between 28 and 38 GHz, s... read more 

Deep learning based knowledge tracing in intelligent tutoring systems.

Scientific reports Jul 1, 2025
The emergence of online education, e.g., intelligent tutoring system (ITS), complements or partially replaces conventional offline education, especially during the COVID-19 pandemic. Knowledge tracing (KT) plays a pivotal role in the intelligent tuto... read more 
SARS-CoV-2 Deep Learning Knowledge Education, Distance Neural Networks, Computer Humans COVID-19
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