Artificial Intelligence Medical Compendium

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

Showing 1,201 to 1,210 of 6,800 articles

Prediction of thermodynamic properties of aqueous carbohydrates solution using the PHSC and ANN models.

Scientific reports Jul 1, 2025
In this work the Artificial Neural Network (ANN) and the Perturbed Hard Sphere Chain (PHSC) equation of state (EoS) have been utilized to estimate the osmotic coefficient, activity coefficient, and water activity of aqueous sugar solutions containing... read more 
Solutions Water Carbohydrates Thermodynamics Neural Networks, Computer

Construction of evolutionary stability and signal game model for privacy protection in the internet of things.

Scientific reports Jul 1, 2025
The research focuses on privacy protection in the Internet of Things environment. A model based on evolutionary theory game and signal game mechanism is proposed to analyze and optimize privacy protection strategies. The study introduces evolutionary... read more 

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 
Neural Networks, Computer Translating Humans Language Artificial Intelligence Deep Learning China

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 
Cardiomyopathies Female Heart Ventricles Aged Risk Assessment Middle Aged Prognosis Deep Learning Humans Ventricular Function, Left Male Stroke Volume Echocardiography

Predicting cisplatin response in cholangiocarcinoma patients using chromosome pattern and related gene expression.

Scientific reports Jul 1, 2025
Cholangiocarcinoma (CCA) is a prevalent bile duct cancer with limited treatment options. Cisplatin-based chemotherapy is a common approach, but response rates vary. Recently, chromosome aberrations have emerged as predictors of chemotherapy response ... read more 
Chromosome Aberrations Cholangiocarcinoma Gene Expression Regulation, Neoplastic Antineoplastic Agents Bile Duct Neoplasms Cisplatin Female Male Humans Middle Aged Aged

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 
Humans Antineoplastic Agents Gene Expression Profiling Molecular Docking Simulation Machine Learning Curcumin Nomograms Pancreatic Neoplasms Gene Expression Regulation, Neoplastic

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 
Radiology Deep Learning Humans SARS-CoV-2 COVID-19

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 

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 
Humans Cytochrome P-450 Enzyme System Cytochrome P-450 Enzyme Inhibitors Drug Interactions Machine Learning
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