Artificial Intelligence Medical Compendium
Explore the latest research on artificial intelligence and machine learning in medicine.
Showing 61,481 to 61,490 of 229,091 articles
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
A randomized controlled trial of a WeChat-based artificial intelligence agent for postoperative care in orthopedic patients.
NPJ digital medicine
Jan 17, 2026
Effective postoperative management in orthopedic surgery is often hindered by challenges such as poor patient adherence to rehabilitation protocols, insufficient monitoring of wound healing, inadequate pain control, and limited access to timely psych... read more
Wearable device derived electrocardiographic age and its association with atrial fibrillation.
NPJ digital medicine
Jan 17, 2026
Artificial intelligence (AI)-derived electrocardiographic (ECG) age is a promising marker of atrial fibrillation (AF) risk. We developed PROPHECG-Age Single-an AI model estimating ECG age from wearable single-lead ECGs-and examined whether the ECG-ag... read more
Multi-task non-contact ballistocardiogram-based vital signs monitoring in acupuncture.
Computers in biology and medicine
Jan 17, 2026
The study introduces an innovative approach for efficient vital signs monitoring in acupuncture by combining multi-channel ballistocardiogram (BCG) signals and multi-task learning, taking advantage of the polyvinylidene fluoride (PVDF) film sensor an... read more
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