AI Medical Compendium

Bayesian neural network-based policy effect prediction for green transformation of power business environment.

Scientific reports Mar 7, 2026

Rethink context engineering using an attention-based architecture.

Scientific reports Mar 7, 2026

Accurate prediction of user actions is essential for optimizing digital platform workflows, enabling proactive recommendations, resource prefetching, and intelligent user assistance. Traditional Markov chain-based methods, though widely used for mode... read more

Efficient cardiac MRI multi-structure segmentation for cardiovascular assessment with limited annotation by integrating data-level and network-level consistency.

NPJ digital medicine Mar 7, 2026

Accurate segmentation of anatomical structures in cardiac magnetic resonance imaging (MRI) plays an irreplaceable role in the clinical management of cardiovascular diseases, serving as a cornerstone for precise diagnosis, individualized treatment pla... read more

Navigating the complexity of AI adoption in psychotherapy by identifying key facilitators and barriers.

Npj mental health research Mar 7, 2026

Artificial intelligence (AI) technologies in mental healthcare offer promising opportunities to reduce therapists' burden and enhance healthcare delivery, yet adoption remains challenging. This study identified key facilitators and barriers to AI ado... read more

A manta ray-bayesian optimization approach for hyperparameter-tuned convolutional neural networks in lung cancer classification.

Scientific reports Mar 7, 2026

Lung cancer remains a global health challenge that is unavoidable. Despite the advances in lung cancer classification using deep learning models, the performance remains highly dependent on hyperparameter selection, whereas conventional grid or rando... read more

Adaptive diagnostic reasoning framework for pathology with multimodal large language models.

Communications medicine Mar 7, 2026

BACKGROUND: Artificial intelligence enhances pathology screening efficiency, yet clinical adoption remains limited because most systems operate as opaque black boxes. We aim to resolve this opacity by establishing a framework that generates transpare... read more

Integrating genetics, age and imaging to predict treatment outcomes in neovascular age-related macular degeneration: a proof-of-concept study.

Scientific reports Mar 7, 2026

Adaptive machine learning models for predictive maintenance in industrial internet of things (IIoT) systems.

Scientific reports Mar 7, 2026

The research examines how RL and DRL models can be used to enhance the prediction of maintenance needs in the IIoT setting. The purpose is to assess the accuracy, precision, recall, F1 score and the AUC-ROC of adaptive models against non-adaptive mod... read more

Comparative evaluation of deep learning models for cardiovascular disease diagnosis and classification.

Scientific reports Mar 7, 2026

An intelligent approach for early smoke/fire detection using vision sensors in smart cities.

Scientific reports Mar 7, 2026

Early and reliable detection of smoke and fire is essential for minimizing damage and ensuring public safety in smart city environments; however, existing vision-based approaches often suffer from limited contextual understanding, high false-alarm ra... read more

Artificial Intelligence Medical Compendium

Bayesian neural network-based policy effect prediction for green transformation of power business environment.

Rethink context engineering using an attention-based architecture.

Efficient cardiac MRI multi-structure segmentation for cardiovascular assessment with limited annotation by integrating data-level and network-level consistency.

Navigating the complexity of AI adoption in psychotherapy by identifying key facilitators and barriers.

A manta ray-bayesian optimization approach for hyperparameter-tuned convolutional neural networks in lung cancer classification.

Adaptive diagnostic reasoning framework for pathology with multimodal large language models.

Integrating genetics, age and imaging to predict treatment outcomes in neovascular age-related macular degeneration: a proof-of-concept study.

Adaptive machine learning models for predictive maintenance in industrial internet of things (IIoT) systems.

Comparative evaluation of deep learning models for cardiovascular disease diagnosis and classification.

An intelligent approach for early smoke/fire detection using vision sensors in smart cities.

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Artificial Intelligence Medical Compendium

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