Artificial Intelligence Medical Compendium

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

Showing 1,161 to 1,170 of 6,800 articles

Deep learning-driven drug response prediction and mechanistic insights in cancer genomics.

Scientific reports Jul 1, 2025
In the field of cancer therapy, the diversity and heterogeneity of cancer genomes in clinical patients complicate and challenge the effective use of non-targeted drugs, as these drugs often fail to address specific genetic events. Recent advancements... read more 
Humans Animals Deep Learning Cell Line, Tumor Neoplasms Antineoplastic Agents Adenine Drug Resistance, Neoplasm Protein Kinase Inhibitors Cell Proliferation Apoptosis Xenograft Model Antitumor Assays Piperidines Genomics Gene Expression Regulation, Neoplastic Mice

Closed circuit artificial ıntelligence model named morgaf for childhood onset systemic lupus erythematosus diagnosis.

Scientific reports Jul 1, 2025
Systemic Lupus Erythematosus (SLE) is a chronic, autoimmune disease characterized by multiple organ involvement and autoantibodies, and its diagnosis is not easy in clinical practice. Pediatric SLE (pSLE) is diagnosed using the SLICC 2012 criteria fo... read more 
Lupus Erythematosus, Systemic Male Diagnosis, Computer-Assisted Adolescent Child Neural Networks, Computer Female Humans

Botnet detection in internet of things using stacked ensemble learning model.

Scientific reports Jul 1, 2025
Botnets are used for malicious activities such as cyber-attacks, spamming, and data theft and have become a significant threat to cyber security. Despite existing approaches for cyber attack detection, botnets prove to be a particularly difficult pro... read more 

Application of wings interferential patterns (WIPs) and deep learning (DL) to classify some Culex. spp (Culicidae) of medical or veterinary importance.

Scientific reports Jul 1, 2025
In this paper, we test the possibility of using Wing Interference Patterns (WIPs) and deep learning (DL) for the identification of Culex mosquitoes species to evaluate the extent to which a generic method could be developed for surveying Dipteran ins... read more 
Wings, Animal Animals Culex Neural Networks, Computer Deep Learning

Machine learning based prediction of geotechnical parameters affecting slope stability in open-pit iron ore mines in high precipitation zone.

Scientific reports Jul 1, 2025
Rainfall and its interaction with soil, rock, and environmental factors such as soil moisture content, temperature variations, groundwater levels, and vegetation cover are critical determinants of slope stability in geotechnical engineering. This stu... read more 

Automatic cattle identification system based on color point cloud using hybrid PointNet++ Siamese network.

Scientific reports Jul 1, 2025
Cattle health monitoring and management systems are essential for farmers and veterinarians, as traditional manual health checks can be time-consuming and labor-intensive. A critical aspect of such systems is accurate cattle identification, which ena... read more 
Image Processing, Computer-Assisted Algorithms Cattle Animals Animal Identification Systems Color

Construction of intelligent gymnastics teaching model based on neural network and artificial intelligence.

Scientific reports Jul 1, 2025
This study aims to develop intelligent gymnastics teaching model based on Artificial Neural Network (ANN). It addresses key issues in traditional gymnastics teaching, such as difficulty in quantifying the teaching process and lack of personalized gui... read more 
Gymnastics Neural Networks, Computer Artificial Intelligence Markov Chains Humans

Machine learning of time series data using persistent homology.

Scientific reports Jul 1, 2025
This study proposes a novel method for time-series analysis based on persistent homology. Traditional time-series analysis techniques based on persistent homology often involve high computational costs. To address this challenge, we introduce the use... read more 

Preoperative prediction of major adverse outcomes after total arch replacement in acute type A aortic dissection based on machine learning ensemble.

Scientific reports Jul 1, 2025
A machine learning model was developed and validated to predict postoperative complications in patients with acute type A aortic dissection (ATAAD) who underwent total arch replacement combined with frozen elephant trunk (TAR + FET), with the goal of... read more 
Treatment Outcome Machine Learning Aorta, Thoracic Postoperative Complications Retrospective Studies Male Female Aortic Dissection ROC Curve Humans Middle Aged Aged Blood Vessel Prosthesis Implantation

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