Artificial Intelligence Medical Compendium

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

Showing 1,631 to 1,640 of 6,954 articles

Powdery mildew resistance prediction in Barley (Hordeum Vulgare L) with emphasis on machine learning approaches.

Scientific reports Jun 4, 2025
By employing machine-learning models, this study utilizes agronomical and molecular features to predict powdery mildew disease resistance in Barley (Hordeum Vulgare L). A 130-line F8-F9 barley population caused Badia and Kavir to grow at the Gonbad K... read more 
Neural Networks, Computer Machine Learning Algorithms Hordeum Ascomycota Disease Resistance Phenotype Bayes Theorem Plant Diseases

Optimal graph representations and neural networks for multichannel time series data in seizure phase classification.

Scientific reports Jun 4, 2025
In recent years, several machine-learning (ML) solutions have been proposed to solve the problems of seizure detection, seizure phase classification, seizure prediction, and seizure onset zone (SOZ) localization, achieving excellent performance with ... read more 
Algorithms Humans Electroencephalography Neural Networks, Computer Seizures Machine Learning

Analysis of drug crystallization by evaluation of pharmaceutical solubility in various solvents by optimization of artificial intelligence models.

Scientific reports Jun 4, 2025
For analysis of crystallization, the solubility of drug in solvents should be correlated to input parameters. In this investigation, the solubility of salicylic acid as drug model in a variety of solvents is predicted through the utilization of multi... read more 
Solvents Crystallization Salicylic Acid Bayes Theorem Artificial Intelligence Pharmaceutical Preparations Machine Learning Solubility

Deep learning based rapid X-ray fluorescence signal extraction and image reconstruction for preclinical benchtop X-ray fluorescence computed tomography applications.

Scientific reports Jun 4, 2025
Recent research advances have resulted in an experimental benchtop X-ray fluorescence computed tomography (XFCT) system that likely meets the imaging dose/scan time constraints for benchtop XFCT imaging of live mice injected with gold nanoparticles (... read more 
Neural Networks, Computer Tomography, X-Ray Computed Animals Gold Metal Nanoparticles Phantoms, Imaging Deep Learning Image Processing, Computer-Assisted Mice

A hybrid GAN-based deep learning framework for thermogram-based breast cancer detection.

Scientific reports Jun 4, 2025
Breast cancer remains one of the most prevalent and life-threatening diseases among women worldwide, necessitating early and accurate detection methods. Traditional diagnostic approaches often face limitations in sensitivity and specificity, highligh... read more 
Deep Learning Algorithms Humans Early Detection of Cancer Female Neural Networks, Computer Thermography Breast Neoplasms

Machine learning-based prediction of respiratory depression during sedation for liposuction.

Scientific reports Jun 4, 2025
Procedural sedation is often performed by non-anesthesiologists in various settings and can lead to respiratory depression. A tool that enables early detection of respiratory compromise could not only enhance patient safety during procedural sedation... read more 
Humans Male Middle Aged Machine Learning Body Composition Respiratory Insufficiency Aged Female Conscious Sedation Adult Lipectomy

Weakly supervised learning through box annotations for pig instance segmentation.

Scientific reports Jun 4, 2025
Pig instance segmentation is a critical component of smart pig farming, serving as the basis for advanced applications such as health monitoring and weight estimation. However, existing methods typically rely on large volumes of precisely labeled mas... read more 
Supervised Machine Learning Algorithms Animals Swine

Machine learning models for predicting severe acute kidney injury in patients with sepsis-induced myocardial injury.

Scientific reports Jun 4, 2025
Severe acute kidney injury (sAKI) is a prevalent and serious complication among patients with sepsis-induced myocardial injury (SIMI). Prompt and early prediction of sAKI has an important role in timely intervention, ultimately improving the patients... read more 
Intensive Care Units Female Aged Male Middle Aged Sepsis Machine Learning Retrospective Studies Acute Kidney Injury Humans ROC Curve Cardiomyopathies

Predicting breast self-examination awareness in Sub-Saharan Africa using machine learning.

Scientific reports Jun 4, 2025
Breast self-examination is a very cost-reducing approach that significantly decreases the cost burdens associated with medical equipment, fees of healthcare practitioners, transportation to health facilities, and other indirect costs. Furthermore, it... read more 
Africa South of the Sahara Breast Self-Examination Young Adult Adult Breast Neoplasms Middle Aged Adolescent Health Knowledge, Attitudes, Practice Humans Machine Learning Female

Identification of key proteins and pathways in myocardial infarction using machine learning approaches.

Scientific reports Jun 4, 2025
Acute myocardial infarction (AMI) is a leading cause of global morbidity and mortality, requiring deeper insights into its molecular mechanisms for improved diagnosis and treatment. This study combines proteomics, transcriptomics and machine learning... read more 
Signal Transduction Myocardial Infarction Middle Aged Gene Expression Profiling Transcriptome Protein Interaction Maps Gene Regulatory Networks Proteomics Machine Learning Humans Female Male
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