AI Medical Compendium

Data Representativeness with Hyperdimensional Computing.

Journal of imaging informatics in medicine Mar 26, 2026

Increased utilization of data-driven approaches, such as artificial intelligence models, has drawn scrutiny of the datasets used to develop and evaluate such approaches. Dataset assessment methods, however, continue to rely heavily on subjective manu... read more

The effect of deep learning-based compressed sensing on the image quality of contrast-enhanced 3D T1-weighted images of the maxillofacial region.

Oral radiology Mar 26, 2026

Contemporary Indications and Technical Limits of Transoral Laser Microsurgery for Laryngeal Squamous Cell Carcinoma.

Advances in therapy Mar 26, 2026

Transoral laser microsurgery (TOLMS) is an established organ-preserving treatment for early-stage and selected intermediate-stage laryngeal squamous cell carcinoma (SCC). Initially indicated for Tis-T1 lesions, its use has progressively expanded to c... read more

Toward Robust End-to-End Delay Prediction: A GNN Approach With Routing-Aware Attention and Masked Subgraph Sampling.

IEEE transactions on neural networks and learning systems Mar 26, 2026

The end-to-end delay prediction is critical for intelligent network management, particularly in latency-sensitive and dynamic environments. While recent deep learning (DL) models have shown promising results, their reliance on sequential encoding of ... read more

Recent Advances of Multimodal Continual Learning: A Comprehensive Survey.

IEEE transactions on neural networks and learning systems Mar 26, 2026

Continual learning (CL) aims to empower machine learning (ML) models to learn continually from new data, while building upon previously acquired knowledge without forgetting. As models have evolved from small to large pretrained architectures, and fr... read more

Less is More: Infrared and Visible Images Fusion via Semantic-Guided Mixture of Multi-Feature Experts.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 26, 2026

Infrared (IR) and visible image fusion (IVIF) has become prevalent in recent years. By leveraging the complementary characteristics of infrared and visible images, we can obtain visually-appealing fused images, which further facilitate subsequent sce... read more

DeepLMI: Deep Feature Mining with a Globally Enhanced Graph Convolutional Network for Robust lncRNA-miRNA Interaction Prediction.

Bioinformatics (Oxford, England) Mar 26, 2026

MOTIVATION: Interactions between long non-coding RNAs (lncRNAs) and microRNAs (miRNAs) play pivotal roles in gene regulation and disease progression, notably through mechanisms such as competitive miRNA sponging. Accurate identification of lncRNA-miR... read more

Energy landscape statistics and thermodynamics of a machine-learned model of water.

Proceedings of the National Academy of Sciences of the United States of America Mar 26, 2026

Water's anomalous thermodynamic behavior arises from the presence of intricate hydrogen-bond networks that are highly sensitive to many-body interactions, challenging molecular modeling for decades. The ongoing machine learning revolution has opened ... read more

Artificial intelligence-based digital transformation and environmental sustainability.

PloS one Mar 26, 2026

AI's rapid growth presents significant potential for enhancing environmental sustainability and driving digital transformation across various sectors. AI applications are scattered, uneven data integration is complex, and defined metrics are lacking,... read more

Coaching presence as the foundation for the working alliance in AI coaching.