AI Medical Compendium

Stratifying high-risk prediabetes clusters using blood-based epigenetic markers.

Biomarker research Jan 17, 2026

A multi-agent reinforcement learning scheduling algorithm integrating state graph and task graph structural modeling for ride-sharing dispatching.

Scientific reports Jan 17, 2026

HEViTPose: towards high-accuracy and efficient 2D human pose estimation with cascaded group spatial reduction attention.

Scientific reports Jan 17, 2026

Charting exposomethics: a roadmap for the ethical foundations of the human exposome project.

Human genomics Jan 17, 2026

BACKGROUND: The Human Exposome Project (HEP) aims to chart lifelong environmental exposures and their biological consequences, furnishing the environmental counterpart to the genomic revolution. Yet the fine‑grained, multimodal data streams that fuel... read more

Identification and detection of DDoS attack on smart home infrastructure using machine learning models.

Scientific reports Jan 17, 2026

This study investigates Distributed Denial-of-Service (DDoS) attack detection within smart home environments using both traditional machine learning and deep learning approaches. Real smart home traffic data, collected approximately 11.5 h of normal ... read more

Data science academic programs in the pre-ChatGPT erain the Midwestern United States: a curated dataset.

Scientific data Jan 17, 2026

This dataset documents and classifies academic programs in data science offered by higher education institutions in the Midwestern United States prior to widespread adoption of generative artificial intelligence tools (up to 2023). Detailed program-l... read more

Evaluating human-machine collaboration through a comparative analysis of experts, machine learning, and hybrid approaches in real estate valuation.

Scientific reports Jan 17, 2026

Accurate prediction of real estate prices remains a major challenge due to dynamic market conditions and the limitations of traditional valuation methods. Empirical studies that directly compare human experts, machine learning (ML) models, and hybrid... read more

Uncertainty aware hybrid learning framework for fast and safe charging of lithium-ion batteries using multi-fidelity observers.

Scientific reports Jan 17, 2026

Accurate and real-time estimation of the state of charge (SoC) is critical for ensuring the performance, safety, and longevity of lithium-ion batteries in electric vehicles (EVs). This research work presents an Uncertainty-Aware Hybrid Learning Frame... read more

Real-time semantic segmentation of driving scenes via effective attention-based information fusion and hybrid encoder.

Scientific reports Jan 17, 2026

Specification-compliant fracture parameter extraction and rock mass classification on tunnel faces with improved YOLOv8-seg.

Scientific reports Jan 17, 2026

Accurate identification of rock mass fractures is essential for evaluating tunnel stability and ensuring construction safety. However, existing deep learning-based approaches frequently exhibit limited performance in challenging tunnel environments a... read more

Artificial Intelligence Medical Compendium

Stratifying high-risk prediabetes clusters using blood-based epigenetic markers.

A multi-agent reinforcement learning scheduling algorithm integrating state graph and task graph structural modeling for ride-sharing dispatching.

HEViTPose: towards high-accuracy and efficient 2D human pose estimation with cascaded group spatial reduction attention.

Charting exposomethics: a roadmap for the ethical foundations of the human exposome project.

Identification and detection of DDoS attack on smart home infrastructure using machine learning models.

Data science academic programs in the pre-ChatGPT erain the Midwestern United States: a curated dataset.

Evaluating human-machine collaboration through a comparative analysis of experts, machine learning, and hybrid approaches in real estate valuation.

Uncertainty aware hybrid learning framework for fast and safe charging of lithium-ion batteries using multi-fidelity observers.

Real-time semantic segmentation of driving scenes via effective attention-based information fusion and hybrid encoder.

Specification-compliant fracture parameter extraction and rock mass classification on tunnel faces with improved YOLOv8-seg.

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Artificial Intelligence Medical Compendium

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