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Deep-learning prediction of cardiovascular outcomes from routine retinal images in individuals with type 2 diabetes
Published 2025-01-01“…AI retinal assessment might allow a one-stop CVD risk assessment at routine retinal screening. …”
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2743
Cooperative inference analysis based on DNN convolutional kernel partitioning
Published 2022-12-01“…With the popularity of intelligent chip in the application of edge terminal devices, a large number of AI applications will be deployed on the edge of networks closer to data sources in the future.The method based on DNN partition can realize deep learning model training and deployment on resource-constrained terminal devices, and solve the bottleneck problem of edge AI computing ability.Thekernel based partition method (KPM) was proposed as a new scheme on the basis of traditional workload based partition method (WPM).The quantitative analysis of inference performance was carried out from three aspects of computation FLOPS, memory consumption and communication cost respectively, and the qualitative analysis of the above two schemes was carried out from the perspective of flexibility, robustness and privacy of inference process.Finally, a software and hardware experimental platform was built, and AlexNet and VGG11 networks were implemented using PyTorch to further verify the performance advantages of the proposed scheme in terms of delay and energy consumption.It was concluded that, compared with the WPM scheme, the KPM scheme had better DNN reasoning acceleration effect in large-scale computing scenarios.And it has lower memory usage and energy consumption.…”
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2744
A Comparative Analysis of Data-Driven Empirical and Artificial Intelligence Models for Estimating Infiltration Rates
Published 2021-01-01“…Finally, based on the comparative analysis, implementation of AI-based models, as a more accurate alternative, is suggested for estimating infiltration rates in hydrological models.…”
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2745
Research progress of artificial intelligence in evaluating the efficacy of neoadjuvant chemotherapy for breast cancer
Published 2024-09-01“…The evolution of artificial intelligence (AI) technologies has precipitated the delineation and quantification of imaging-based phenotypic features, thereby translating these structural modifications into quantifiable data alterations. …”
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2746
QnA Chatbot with Mistral 7B and RAG method: Traffic Law Case Study
Published 2025-01-01“…The results are expected to support the development of artificial intelligence (AI) in Indonesia's legal system and provide practical guidance for applying AI technology in other areas of law.…”
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2747
Adrenaline Injection Plus Argon Plasma Coagulation versus Adrenaline Injection Plus Hemoclips for Treating High-Risk Bleeding Peptic Ulcers: A Prospective, Randomized Trial
Published 2009-01-01“…The present study aimed to compare argon plasma coagulation (APC) + adrenaline injection (AI) with hemoclips + AI for the treatment of high-risk bleeding peptic ulcers.…”
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2748
Convergence of evolving artificial intelligence and machine learning techniques in precision oncology
Published 2025-01-01“…Abstract The confluence of new technologies with artificial intelligence (AI) and machine learning (ML) analytical techniques is rapidly advancing the field of precision oncology, promising to improve diagnostic approaches and therapeutic strategies for patients with cancer. …”
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2749
Constructing an Artificial Intelligent Deep Neural Network Battery for Tongue Region Segmentation and Tongue Characteristic Recognition
Published 2024-12-01“…Objective: This study aimed to construct a two-stage deep learning framework to segment and recognize tongue images and enhance the accuracy and efficiency of artificial intelligence (AI) tongue diagnosis in traditional Chinese medicine (TCM). …”
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2750
Survey of artificial intelligence data security and privacy protection
Published 2021-02-01“…Artificial intelligence and deep learning algorithms are developing rapidly.These emerging techniques have been widely used in audio and video recognition, natural language processing and other fields.However, in recent years, researchers have found that there are many security risks in the current mainstream artificial intelligence model, and these problems will limit the development of AI.Therefore, the data security and privacy protection was studied in AI.For data and privacy leakage, the model output based and model update based problem of data leakage were studied.In the model output based problem of data leakage, the principles and research status of model extraction attack, model inversion attack and membership inference attack were discussed.In the model update based problem of data leakage, how attackers steal private data in the process of distributed training was discussed.For data and privacy protection, three kinds of defense methods, namely model structure defense, information confusion defense and query control defense were studied.In summarize, the theoretical foundations, classic algorithms of data inference attack techniques were introduced.A few research efforts on the defense techniques were described in order to provoke further research efforts in this critical area.…”
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2751
Artificial intelligence and natural language processing for easy-to-read texts
Published 2024-12-01“…However, in spite of AI hype, the problem persists. Current NLP models such as large language models (LLMs) are still not well understood, and their use in the development of text simplification needs careful assessment. …”
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2752
Revenue management, operations research and artificial intelligence: tools application as support to decision makers in parking industry
Published 2009-01-01“…El objetivo de este trabajo, es motivar estudios orientados al desarrollo de las metodologías que permitan optimimizar el beneficio en las instalaciones del estacionamiento mediante el uso de técnicas de revenue (RM), investigación de operaciones (O) e inteligencia artificial (AI). Para lograr este objetivo, primero, se desarrolla un breve resumen sobre todas esas técnicas y algunas aplicaciones en la industria del estacionamiento, seguido por algunas ideas orientadas al desarrollo de metodologías para alcanzar máximo beneficio, considerando como relevante la inclusión las técnicas de AI como herramienta cualitativa en el pronóstico de la demanda y la optimización de tarifas.…”
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2753
Cybersecurity e sovranità digitale nella protezione dei dati personali
Published 2024-12-01“…In risposta ai rischi e alla complessità crescenti, sono necessarie misure legislative più ampie e mirate. …”
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2754
An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extractio...
Published 2018-01-01“…This study establishes an artificial intelligence (AI) model for detecting pothole on asphalt pavement surface. …”
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2755
Artificial Intelligence and the Financial Security of the State on the Example of Poland
Published 2024-12-01“…These modern technologies identified with artificial intelligence technology (hereinafter referred to as AI – artificial intelligence) have been, to an increasing extent, also used in the area related to the financial aspects of the functioning of Poland. …”
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2756
Machine learning and facial recognition for down syndrome detection: A comprehensive review
Published 2025-03-01“…The findings suggest that while AI-driven facial recognition systems hold promise in enhancing diagnostic accuracy, they must be complemented with traditional clinical methods and improved datasets to ensure reliable and equitable healthcare outcomes.…”
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2757
Enhancing Energy Efficiency in Photovoltaic Systems through Smart Technology Integration: Innovations and Future Perspectives
Published 2025-01-01“…As demand for renewable energy rises, innovations in smart artificial intelligence (AI), the Internet of Things (IoT), and big data analytics are being utilized to enhance the efficiency and reliability of PV systems. …”
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2758
RESEARCH ON THE INTEGRATION OF ARTIFICIAL INTELLIGENCE IN MBA LITERATURE SEARCH COURSE INSTRUCTION
Published 2024-10-01“…This paper examines the current state and challenges of integrating artificial intelligence (AI) in the instruction of MBA literature search courses. …”
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Deep and Reinforcement Learning Technologies on Internet of Vehicle (IoV) Applications: Current Issues and Future Trends
Published 2022-01-01“…Recently, artificial intelligence (AI) technology has great attention in transportation systems, which led to the emergence of a new concept known as Internet of Vehicles (IoV). …”
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Integrating Artificial Intelligence, Internet of Things, and Sensor-Based Technologies: A Systematic Review of Methodologies in Autism Spectrum Disorder Detection
Published 2025-01-01“…This paper presents a systematic review of the emerging applications of artificial intelligence (AI), Internet of Things (IoT), and sensor-based technologies in the diagnosis of autism spectrum disorder (ASD). …”
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