AI Medical Compendium

Exploring vision transformers for deep feature extraction and classification in video genre recognition for digital media.

Scientific reports Mar 22, 2026

A sample model for applying feature selection and machine learning techniques to estimate and manage crayfish populations.

Scientific reports Mar 22, 2026

Teaching activity design and psychological practice of music majors under a convolutional neural network and transformer module.

Scientific reports Mar 22, 2026

The purpose of this study is to explore a new mode of teaching activity design and psychological practice for music majors supported by the concept of STEAM education. In this study, a personalized recommendation system based on a convolutional neura... read more

The explainability of radiomic-based machine learning models for brain glioma grading on amide proton transfer-weighted images.

Scientific reports Mar 22, 2026

Deep learning approach to super-resolution correction of brain MRI motion artifacts for accurate hippocampal volumetry.

Scientific reports Mar 22, 2026

Identification of key genes in the pathogenesis of hepatic ischemia-reperfusion injury based on bioinformatics and experimental verification.

Scientific reports Mar 22, 2026

Hepatic ischemia-reperfusion injury (HIRI) is a frequently encountered complication during liver surgical procedures, characterized by ischemia-induced damage and exacerbated inflammatory injury upon reperfusion. The underlying mechanisms remain inco... read more

Validation of conformal prediction in cervical atypia classification.

Scientific reports Mar 22, 2026

Deep learning based cervical cancer classification can potentially increase access to screening in low-resource regions. However, deep learning models are often overconfident and do not reliably reflect diagnostic uncertainty. Moreover, they are typi... read more

A misclassification-aware explainable hybrid CNN-vision transformer framework for radiographic weld inspection.

Scientific reports Mar 22, 2026

Proper and valid identification of the defects in welding is also essential in the safety-critical manufacturing systems in order to maintain structural integrity. In general, even though deep learning-based inspection methods have demonstrated high ... read more

Integrative machine learning analysis suggests novel molecular targets for liver cancer diagnosis and therapy.

Discover oncology Mar 22, 2026

BACKGROUND: Hepatocellular carcinoma (HCC) is a critical condition characterized by unchecked cellular growth in the liver, often leading to systemic inflammation and organ failure. Although its complex molecular mechanisms are not fully understood, ... read more

Assessing inundation dynamics of conservation reserve program lands to quantify ecosystem services.

Scientific reports Mar 22, 2026

The conservation reserve program (CRP) plays a vital role in preserving ecologically sensitive lands across the United States by encouraging the voluntary conservation of marginal farmland. Despite its significance, limited tools exist for nationwide... read more

Artificial Intelligence Medical Compendium

Exploring vision transformers for deep feature extraction and classification in video genre recognition for digital media.

A sample model for applying feature selection and machine learning techniques to estimate and manage crayfish populations.

Teaching activity design and psychological practice of music majors under a convolutional neural network and transformer module.

The explainability of radiomic-based machine learning models for brain glioma grading on amide proton transfer-weighted images.

Deep learning approach to super-resolution correction of brain MRI motion artifacts for accurate hippocampal volumetry.

Identification of key genes in the pathogenesis of hepatic ischemia-reperfusion injury based on bioinformatics and experimental verification.

Validation of conformal prediction in cervical atypia classification.

A misclassification-aware explainable hybrid CNN-vision transformer framework for radiographic weld inspection.

Integrative machine learning analysis suggests novel molecular targets for liver cancer diagnosis and therapy.

Assessing inundation dynamics of conservation reserve program lands to quantify ecosystem services.

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Artificial Intelligence Medical Compendium

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