Institutul de Matematică şi Informatică "Vladimir Andrunachievici"

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    Artificial Intelligence for Enhanced Medical Diagnosis: Developing Learning Models for Accurate Patient Diagnosis [Articol]
    (2024) Olariu, Maria-Ecaterina
    This paper explores the integration of Artificial Intelligence (AI) in healthcare, focusing on its applications in medical imaging and diagnosis. It presents a case study evaluating generative AI tools in cardiovascular diagnostics, comparing their performance with expert analysis. The research highlights the potential of AI to augment human expertise in healthcare decision-making. Furthermore, it proposes future work on developing an AI-driven adaptive clinical decision support system based on European Guidelines. This system aims to personalize recommendations for individual practitioners while maintaining adherence to standardized best practices, potentially revolutionizing AI support in medical practice across Europe.
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    Enhancing Summarizations and Presentations with Generative AI [Articol]
    (2024) Olariu, Florin
    Generative AI is revolutionizing the development of summaries and presentations by providing exceptional speed, consistency, clarity, customization, and visual augmentation. It can quickly process large amounts of information, condensing them into summaries that save time and capture important details. Even for complex topics, these summaries are guaranteed to be understandable and unambiguous, thanks to advanced language models. AI tools can also modify the tone, style, and level of content information to suit different audiences’ needs. Furthermore, generative AI helps create slides, graphs, and other visual aids that enhance and enrich presentations. Finally, AI upholds a high-quality standard by guaranteeing that the data supplied is accurate and devoid of human error. By employing ChatGPT and Gamma tools, together with Prompt Engineering techniques, we will focus on this research to study two essential aspects to improve the speed of task accomplishment: summarizing and presentations.