AI Medical Compendium

Local Causal Discovery with Background Knowledge.

IEEE transactions on pattern analysis and machine intelligence Feb 23, 2026

Causality plays a pivotal role in various fields of study. Based on the framework of causal graphical models, previous works have proposed identifying whether a variable is a cause or non-cause of another variable in every Markov equivalent graph by ... read more

Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning.

IEEE transactions on pattern analysis and machine intelligence Feb 23, 2026

Graph neural networks (GNNs) have emerged as a powerful framework for a wide range of node-level graph learning tasks. However, their performance typically depends on random or minimally informed initial feature representations, where poor initializa... read more

Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks.

IEEE transactions on pattern analysis and machine intelligence Feb 23, 2026

Representing signals using coordinate networks dominates the area of inverse problems recently, and is widely applied in various scientific computing tasks. Still, there exists an issue of spectral bias in coordinate networks, limiting the capacity t... read more

Multimodal Machine Learning and Deep Learning Approaches for Parkinson's Disease Diagnosis: A Comprehensive Survey.

Clinical EEG and neuroscience Feb 23, 2026

Parkinson's disease (PD) is a progressive neurodegenerative disorder that profoundly affects patients' quality of life. Early and accurate diagnosis is essential for timely intervention and improved outcomes, yet traditional clinical evaluations ofte... read more

Comments on "A multi-omics pipeline integrating machine learning and spatial-cellular analysis identifies SASH1 as a prognostic biomarker and therapeutic target in head and neck squamous cell carcinoma".

International journal of surgery (London, England) Feb 23, 2026

Prolonging Sample Stability with Machine Learning Expands the Catalog of Tests Available for Mail-In Capillary Blood Collected At-Home.

Analytical chemistry Feb 23, 2026

Self-collection of biospecimens at-home, without specialized equipment or training, are increasingly being adopted in clinical practice due to convenience and patient preferences. However, sample instability during shipment means that remote access t... read more

Retraction: Advancing enterprise risk management with deep learning: A predictive approach using the XGBoost-CNN-BiLSTM model.

PloS one Feb 23, 2026

Comment on: "Assessing AI-generated patient leaflets on descemet membrane endothelial keratoplasty".

European journal of ophthalmology Feb 23, 2026

Retraction: Natural gas price prediction based on artificial intelligence models.

PloS one Feb 23, 2026

Retraction: The artificial intelligence-based agricultural field irrigation warning system using GA-BP neural network under smart agriculture.

PloS one Feb 23, 2026

Artificial Intelligence Medical Compendium

Local Causal Discovery with Background Knowledge.

Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning.

Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks.

Multimodal Machine Learning and Deep Learning Approaches for Parkinson's Disease Diagnosis: A Comprehensive Survey.

Comments on "A multi-omics pipeline integrating machine learning and spatial-cellular analysis identifies SASH1 as a prognostic biomarker and therapeutic target in head and neck squamous cell carcinoma".

Prolonging Sample Stability with Machine Learning Expands the Catalog of Tests Available for Mail-In Capillary Blood Collected At-Home.

Retraction: Advancing enterprise risk management with deep learning: A predictive approach using the XGBoost-CNN-BiLSTM model.

Comment on: "Assessing AI-generated patient leaflets on descemet membrane endothelial keratoplasty".

Retraction: Natural gas price prediction based on artificial intelligence models.

Retraction: The artificial intelligence-based agricultural field irrigation warning system using GA-BP neural network under smart agriculture.

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Artificial Intelligence Medical Compendium

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