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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 1597-1617 of 5,424 articles
Communication-Efficient Federated Risk Difference Estimation for Time-to-Event Clinical Outcomes

Privacy-preserving model co-training in medical research is often hindered by server-dependent archi...

Predictive Modeling of Healthcare Workers' Priorities of WHO 2030 Key Activities for Snakebite Prevention and Control in Ghana

Snakebite is a neglected public health problem that results in significant morbidity and mortality, ...

MedMatch: a first step for the automation of large language model performance benchmarking for medication-related tasks

BackgroundThe accuracy and safety of generating medication orders by large language models (LLMs) mu...

Topographic differences in EEG microstates: distinguishing juvenile myoclonic epilepsy from frontal lobe epilepsy.

UNLABELLED: This study aims to develop an exploratory classification model for Juvenile Myoclonic Ep...

Dec 2025 40357334
Learning human-to-robot handovers through 3D scene reconstruction

Learning robot manipulation policies from raw, real-world image data requires a large number of ro...

FedPhD: Federated Pruning with Hierarchical Learning of Diffusion Models

Federated Learning (FL), as a distributed learning paradigm, trains models over distributed client...

Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning

Federated learning (FL) provides a promising paradigm for collaboratively training machine learnin...

[The standardization and digitalization and intelligentization represent the future development direction of hip arthroscopy diagnosis and treatment technology].

In recent years, hip arthroscopy has made great progress and has been extended to the treatment of i...

(2)
Jul 2025 40619962
Multimodal LLM Integrated Semantic Communications for 6G Immersive Experiences

6G networks promise revolutionary immersive communication experiences including augmented reality ...

Characterizing Compute-Communication Overlap in GPU-Accelerated Distributed Deep Learning: Performance and Power Implications

This paper provides an in-depth characterization of GPU-accelerated systems, to understand the int...

Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access

With the booming development of generative artificial intelligence (GAI), semantic communication (...

AI Meets Maritime Training: Precision Analytics for Enhanced Safety and Performance

Traditional simulator-based training for maritime professionals is critical for ensuring safety at...

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Linear attention mechanisms deliver significant advantages for Large Language Models (LLMs) by pro...

Machine learning approaches for classifying major depressive disorder using biological and neuropsychological markers: A meta-analysis.

Traditional diagnostic methods for major depressive disorder (MDD), which rely on subjective assessm...

Jul 2025 40354957
PrivCore: Multiplication-activation co-reduction for efficient private inference.

The marriage of deep neural network (DNN) and secure 2-party computation (2PC) enables private infer...

Jul 2025 40054024
Learn the global prompt in the low-rank tensor space for heterogeneous federated learning.

Federated learning collaborates with multiple clients to train a global model, enhancing the model g...

(2)
Jul 2025 40058178
ADAMT: Adaptive distributed multi-task learning for efficient image recognition in Mobile Ad-hoc Networks.

Distributed machine learning in mobile adhoc networks faces significant challenges due to the limite...

Jul 2025 40073619
Feature-Tuning Hierarchical Transformer via token communication and sample aggregation constraint for object re-identification.

Recently, transformer-based methods have shown remarkable success in object re-identification. Howev...

(1)
Jul 2025 40120549
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