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Prevention of medical errors

Latest AI and machine learning research in prevention of medical errors for healthcare professionals.

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Showing 581-600 of 6,312 articles

A graph-based safe reinforcement learning method for multi-agent cooperation.

Safety and Restricted Communication are two critical challenges faced by practical Multi-Agent Systems (MAS). However, most Multi-Agent Reinforcement Learning (MARL) algorithms that rely solely on reward shaping are ineffective in ensuring safety, and their applicability is rather limited due to the fully connected communication. To address these issues, we propose a novel framework, Graph-based S...

Feb 5 2026 41719968

MultiSP deciphers tissue structure and multicellular communication from spatial multi-omics data.

Recent breakthroughs in spatial multi-omics enable simultaneous profiling of different modalities while preserving tissue architecture, providing unprecedented opportunities to explore tissue complexity. However, due to the sparse and noisy nature of the data, interpreting these complex tissue structures and cellular communication remains challenging. We present MultiSP, a deep learning framework ...

Feb 5 2026 41650976
The role of artificial intelligence in improving patient communication and shared decision-making in urology: A systematic review.

BackgroundEffective communication and shared decision-making are essential for optimising urological care, making informed decisions, and improving pa...

Feb 5 2026 41642909
A randomized controlled trial of artificial intelligence-based analytics for clinical deterioration.

This pragmatic randomized controlled trial aimed to assess the effect of a passive display of artificial intelligence (AI)-based predictive analytics ...

Feb 5 2026 41644641
A two-level neurodynamic approach for heterogeneous networked game under event-triggered quantized mechanism.

Game theory provides important theoretical and methodological support for the application expansion of deep learning in complex interaction scenarios,...

Feb 4 2026 41666488
Dental Therapeutic Applications of Nanotechnology and Artificial Intelligence (AI).

The integration of nanotechnology and artificial intelligence (AI) in dentistry offers transformative potential for diagnostics, treatment, and preven...

Feb 4 2026 41825995
Lightweight Truncated Fused-MirrorNet for Classification and Analysis of Histopathology Images.

Renal cell carcinoma is the primary cause of cancer-related mortality, highlighting the importance of early detection and accurate diagnosis. Manual h...

Feb 4 2026 41636335
Enhancing nail disease diagnosis: a capsule network with SE attention and dual backbone models.

Nail diseases, including fungal infections and malignancies, pose significant health risks and may lead to severe complications if not accurately diag...

Feb 4 2026 41636836
Decomposition and transfer of individual Q-values for decision-making of multi-agent reinforcement learning with communication.

In partially observable multi-agent tasks, communication modules need to be trained to supplement information for decision-making, and decision-making...

Feb 3 2026 41671756
Evaluation of an Artificial Intelligence Conversational Chatbot to Enhance HIV Preexposure Prophylaxis Uptake: Development and Usability Internal Testing.

BACKGROUND: The HIV epidemic in the United States disproportionately impacts gay, bisexual, and other men who have sex with men (MSM). Despite the eff...

Feb 3 2026 41632955
A dual-stream deep learning framework for continuous sign language recognition to enhance communication accessibility in the Ha'il region.

Human-Computer Interaction (HCI) depends critically on hand gesture recognition, which also provides the basis of sign language communication for thos...

Feb 3 2026 41634141
Development and Assessment of a Custom GPT-4o Chatbot for Postoperative Counseling and Frequently Asked Questions in Breast Surgery Patients.

PURPOSE: Chatbots have an impressive ability to answer patient inquiries and assist medical personnel, but they are limited by specialty-specific know...

Feb 2 2026 41920045
Machine Learning Applications in Non-Contact Lower Limb Sports Injury Prediction: A Systematic Review.

Non-contact Lower limb sports injuries represent some of the most prevalent and impactful conditions within athletic populations, prompting increasing...

Feb 1 2026 41710437
Listening to the note: clinician perspectives on ambient artificial intelligence scribes in medical documentation.

OBJECTIVES: To qualitatively characterize barriers and facilitators to implementing and using an ambient scribe across a large academic medical center...

Feb 1 2026 41340524
Simulation-based evaluation of ChatGPT for healthcare associated infection surveillance using validated case scenarios.

BACKGROUND: Surveillance for healthcare-associated infections is central to infection prevention but remains complex, resource-intensive, and variable...

Jan 31 2026 41628673
Parent Experience During Pediatric Medical Visits With Virtual, In-Person, or No Scribes: A National Cross-Sectional Study.

This study evaluated parent perceptions during outpatient pediatric medical visits with presence of medical scribes (virtual or in-person) or no scrib...

Jan 31 2026 41618659
A hybrid XGBoost-SVM ensemble framework for robust cyber-attack detection in the internet of medical things (IoMT).

Today, the rise of the Internet of Medical Things (IoMT) has evolved into a highly valued global market worth billions of dollars. However, this growt...

Jan 31 2026 41620472
AI Tools in Plastic Surgery: A Scoping Review.

BACKGROUND: The use and standardization of innovative artificial intelligence (AI) tools continue to grow and have the potential to enhance the field ...

Jan 30 2026 41614695
Update of the Novara Cohort Study (NCS): protocol evolution of a population-based longitudinal study on ageing in Northern Italy - cohort profile.

PURPOSE: The Novara Cohort Study (NCS) was established to investigate the biological, psychological and social factors that influence ageing in the ge...

Jan 30 2026 41617235
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