Artificial Intelligence Medical Compendium

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The large model size and resource consumption of Large Language Models (LLMs) limit their deployment and application in many scenarios. Structured pruning offers a solution to this challenge. Based on the need for retraining after pruning, structured... read more 

This paper introduces Hermite-type Neural Network (HNN) operators and their integral-based extension, Hermite-Kantorovich Neural Network (HKNN) operators. These novel multivariate, derivative-aware operators utilize localized activation functions and... read more 

Piezoelectric Actuators (PEAs) are vital for precision positioning in various applications, including scrupulous machinery and Nano/micro manufacturing. However, their performance is often compromised by complex Nonlinear Hysteresis effects. Current ... read more 

Visual Question Answering (VQA) combines computer vision and natural language processing to answer image-related questions. Current models have three shortcomings: (1) Their limited interaction with other established fields hinders deep semantic anal... read more 

Against the backdrop of China's new urbanization and regional coordination strategies, the social integration of rural-to-urban migrants has become an increasingly critical indicator of state governance modernization and institutional performance. Co... read more 

INTRODUCTION: Assessment of clinical performance has traditionally been a numbers game based upon Likert scale ratings. But, thanks to advances in the science of natural language processing (NLP), it is now possible to incorporate rich narrative data... read more 

PURPOSE: In this short communication, we consider the need for explainable AI from the perspective of a large multi-disciplinary research project for predicting cachexia in cancer patients. MATERIALS AND METHODS: In a series of meetings, comprising e... read more 

Aberrant sensori-/psychomotor functioning-including muscular hand weakness, sedentary behavior, psychomotor agitation, slowing, agitation, apathy, and anxiety-is increasingly recognized as a transdiagnostic feature across mental and neurodegenerative... read more 

With the aging population in Europe, particularly Hungary, unhealthy aging is emerging as a growing public health challenge. Physical inactivity is a modifiable risk factor for age-related diseases and remains highly prevalent. Increasing daily physi... read more