Artificial Intelligence Medical Compendium

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

Showing 57,541 to 57,550 of 227,388 articles

6G conditioned spatiotemporal graph neural networks for real time traffic flow prediction.

Scientific reports Jan 28, 2026
Accurate, low-latency traffic forecasting is a cornerstone capability for next-generation Intelligent Transportation Systems (ITS). This paper investigates how emerging 6G-era network context specifically per node slice-bandwidth and channel-quality ... read more 

Predicting the mechanical behavior of municipal solid waste layers in the Barmshour Landfill stability analysis.

Scientific reports Jan 28, 2026
Slope stability is a crucial aspect of geotechnical engineering, particularly for landfills where municipal solid waste (MSW) layers are subjected to both static and seismic forces. This study represents the first application of hybrid metaheuristic-... read more 

Machine learning approach for wheat variety identification using single-seed imaging.

Scientific reports Jan 28, 2026
Accurate identification of wheat varieties is essential for seed certification and precision agriculture, yet traditional visual inspection is subjective, labor-intensive, and often unreliable due to the morphological similarity among cultivars. This... read more 

Semantic-aware fault diagnosis of heavy-duty railway maintenance machinery and its potential in multisensor fusion systems.

Scientific reports Jan 28, 2026
To address the semantic gap in physical sensor data for fault diagnosis of heavy-duty railway maintenance machinery and the underuse of semantic information in maintenance logs, this study proposes a model that treats fault-related text as a virtual ... read more 

Comparative study on predicting postoperative distant metastasis of lung cancer based on machine learning models.

Scientific reports Jan 28, 2026
Lung cancer remains the leading cause of cancer-related incidence and mortality worldwide. Its tendency for postoperative distant metastasis significantly compromises long-term prognosis and survival. Accurately predicting the metastatic potential in... read more 

Radiomics analysis of early pregnancy ultrasound images to predict viability at the end of first trimester.

Scientific reports Jan 28, 2026
To determine whether there are radiomic ultrasound features of early pregnancy when viability is unknown, which in combination with clinical features, may predict subsequent loss. Multi-centre retrospective cohort study, which included 500 cases of p... read more 

Early prediction of pressure injury risk in hospitalized patients using supervised machine learning models based on nursing records.

Scientific reports Jan 28, 2026
This study aimed to employ supervised models for predicting pressure injuries in hospitalized patients using data collected within the first eight hours after admission, thus providing a tool for early assessment and prevention. The dataset included ... read more 

Artificial intelligence predicts healthcare workers' antibiotic use intentions from psychological and behavioral measures across multiple theories.

Scientific reports Jan 28, 2026
Antimicrobial resistance (AMR) remains a global health priority, partly driven by non-guideline-concordant antibiotic prescribing among healthcare workers. Existing interventions often overlook the psychological and contextual factors that shape pres... read more 

Reducing label dependence in vibration-based drill-bit condition monitoring with masked feature pretraining.

Scientific reports Jan 28, 2026
Reliable tool condition monitoring (TCM) plays a critical role in precision machining, where progressive wear can lead to dimensional inaccuracies, degraded surface finish, and unplanned downtime. Despite advances in data-driven diagnostics, most mac... read more 

Sperm DNA fragmentation and its influence on mammalian reproduction.

Nature reviews. Urology Jan 28, 2026
Sperm DNA fragmentation is a recognized factor in male infertility with direct implications for embryo development, implantation and pregnancy outcomes. Historically, standard semen analysis has not included assessments of DNA integrity, creating a c... read more 
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