AI Medical Compendium

A P4HA2 hypoxia signature derived from single cell atlas stratifies conserved subtypes with prognostic significance in cervical squamous cell carcinoma.

BMC cancer Jan 21, 2026

Knowledge and awareness of dental residents regarding the applications of artificial intelligence for diagnosis and treatment planning- a cross-sectional survey.

BMC oral health Jan 21, 2026

BACKGROUND: With the high pace of development in technology worldwide, Artificial intelligence (AI) has given a new horizon to the world of medicine and dentistry. Numerous research studies have been carried out over the past decade that have assesse... read more

Ultrahigh-Linearity Triboelectric Nanogenerator for Dual Pressure-Frequency Sensing and Multi-Modal Recognition.

ACS applied materials & interfaces Jan 21, 2026

Triboelectric nanogenerators (TENGs) hold great promise as self-powered sensors, but their practical applications are limited by charge leakage at high filler concentrations, coupled pressure-frequency responses, and poor discrimination of materials ... read more

Immune Predictors of Radiotherapy Outcomes in Cervical Cancer.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Jan 21, 2026

The immune microenvironment influences the sensitivity of patients to radiotherapy (RT), yet determinants of therapeutic resistance remain elusive. This study integrates single-cell transcriptomics and machine learning to delineate immune predictors ... read more

Machine learning reveals ecological thresholds and predicts future bacterial community shifts in a chronically eutrophic estuary.

Journal of environmental management Jan 21, 2026

Effectively managing eutrophic estuaries under climate change requires a quantitative understanding of how microbial communities respond to multiple environmental stressors. However, predicting these responses is challenging due to complex, non-linea... read more

From batch to fixed-bed biosorption of Congo red using surfactant-modified wood chips: Mechanistic insights, regeneration, real wastewater validation and machine-learning modelling.

Journal of environmental management Jan 21, 2026

This study examines the biosorption capacity of raw wood chip (WC) and cetyltrimethylammonium bromide-modified wood chips (WC-CTAB) in removal of Congo Red (CR) dye from aqueous solutions using integrated batch-column approach combined with artificia... read more

The impact of maladaptive perfectionism on AI dependence among college students: The mediating role of self-control and the moderating role of academic engagement.

Acta psychologica Jan 21, 2026

With the rapid proliferation of generative artificial intelligence (GenAI), increasing scholarly attention has been directed toward college students' dependence on such tools. Using a questionnaire survey of 1099 college students, this study examined... read more

Comparison of VADER and TextBlob labeling for sentiment analysis using machine learning and deep learning models: A study on generative AI user experience.

Acta psychologica Jan 21, 2026

Acquiring awareness, understanding, and emotional engagement with generative artificial intelligence (AI) is crucial for enhancing service delivery and attracting new users. This study investigates user experiences with generative AI through comprehe... read more

A hybrid hierarchical transformer model for ECG classification and age prediction.

Computers in biology and medicine Jan 21, 2026

Electrocardiograms (ECGs) play a crucial role in cardiovascular healthcare, requiring effective analytical models. ECG analysis is inherently hierarchical, involving multiple temporal scales from individual waveforms to intervals within heartbeats, a... read more

HybridDeepSynergy: A hybrid deep learning model integrating CNN, LSTM, and attention mechanisms for cancer drug synergy prediction.