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Biomedical Lay Summarization: Research Progress and Challenges

Biomedical Lay Summarization: Research Progress and Challeng...

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international Symposium on Advanced Computing and Communication (ISACC)

作者： Souramita Bhowmik Anupam Jamatia Dwijen Rudrapal Kunal Chakma Computer Science & Engineering Department National Institute of Technology Agartala Agartala India

ISBN: (数字)9798331523893

ISBN: (纸本)9798331523909

Biomedical lay summarization focuses on transforming complex scientific concepts into clear, concise, and accessible language, avoiding specialized technical terminology. This approach enables audiences without specialized knowledge to understand intricate biomedical topics. As research in biomedical lay summarization progresses, it aims to deliver accurate and user-friendly health information. Lay summaries not only condense content but also simplify language, enhancing both accessibility and readability. This review provides an extensive analysis of the field, highlighting key methods, models, evaluation systems, and challenges. The study surveys recent advancements in summarization quality and underscores the potential of biomedical lay summarization to improve patient engagement, public health communication, and informed decision-making. This thorough review encourages further innovation and emphasizes the need for multimodal approaches in biomedical summarization.

关键词： Surveys Technological innovation Protocols Reviews Terminology Biological system modeling Scalability Transforms Natural language processing Public healthcare

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Long-Distance Small Target Recognition Based on Dynamic Frame Difference Method 24

Long-Distance Small Target Recognition Based on Dynamic Fram...

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Proceedings of the 2024 international conference on Image Processing, Multimedia Technology and Maching Learning

作者： Ziqi Su Xinhao Li Feng Zhao Xiulong Jia School of Information and Electronic Shandong Technology and Business University Yantai Shandong China Department of Computer Science Beijing Normal University -- Hong Kong Baptist University United International College Zhuhai Guangdong China School of Computer Science and Technology Shandong Technology and Business University Yantai Shandong China Logistics Management Office Shandong Technology and Business University Yantai Shandong China

ISBN: (纸本)9798400713880

As the economy continues to develop, the issue of energy wastage is becoming increasingly pronounced. In this context, an intelligent classroom lighting control system based on video content monitoring is proposed with the aim of reducing energy consumption. However, the prevailing mainstream target detection methods encounter limitations when it comes to long-distance small target recognition. To address this challenge, this paper proposes a new dynamic frame differencing method that effectively combines frame differencing with background subtraction techniques. Utilising the real-time video input from the surveillance camera, the background reference is dynamically updated using the dynamic frame difference matrix and the frame difference time series generated by the frame difference method. This approach facilitates the accurate recognition of the contours of small targets at extended distances through background subtraction. Experimental results demonstrate the efficacy of the proposed method in accurately detecting the contours of long-range small targets under varied conditions. The contour information obtained using this method can assist existing target detection techniques, such as the YOLO model, to significantly improve the recognition rate of long-range small targets. Furthermore, the effects of threshold selection and video resolution on target contour detection accuracy were analysed, providing valuable references for future research and applications.

关键词： Background subtraction

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Integrated Photonic Routing and Switching for Scalable Optical Interconnects

Integrated Photonic Routing and Switching for Scalable Optic...

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3rd IEEE international conference on Automation and Computation, AUTOCOM 2025

作者： Rajalakshmi, G. Agarwal, Ankita Kalra, Hitesh Potluri, Avinash Swadimath, Uma C. Sathyabama Institute of Science and Technology Department of Electronics and Communication Engineering Tamil Nadu Chennai India Maharishi School of Engineering & Technology Maharishi University of Information Technology Uttar Pradesh India Centre of Research Impact and Outcome Chitkara University Punjab Rajpura140417 India Department of Computer Science and Engineering Odisha Bhubaneswar India Chitkara Centre for Research and Development Chitkara University Himachal Pradesh Baddi174103 India Karnataka Bangalore India

ISBN: (纸本)9798331542375

The rapid increase in demand for higher data transfer rates and scalability, especially in data centers and other networks, has resulted in the emergence of Integrated Photonic Routing and switching technology for optical interconnects. IPRS uses integrated photonics, a technology that allows multiple photonic functions to be integrated on one chip to build scalable, high-speed optical networks. It replaces conventional electronic switches, constrained by system bandwidth and energy dissipation, with efficient, high-performance photonic switches. The IPRS system contains photonic router/switching units that route the data signals through different routing paths and finally switch them to the appropriate output port. A scalable photonic interconnect network that scales to interconnect without performance loss connects these units. It enables highly interoperable and flexible optical networks that can satisfy the increasing demand for data transmission. Likewise, integrated photonics are associated with numerous unique benefits in IPRS, such as decreased power consumption, more extensive bandwidth, and less delay than electronic interconnects. In addition, combining several photonic functionalities on a single chip leads to a small-size and low-cost solution that can be used to integrate thousands of chips into large-scale optical networks. This process to fabricate devices and integrated photonics receivers technology brings the potential for scalable on-chip high-speed optical interconnects and further addresses performance scalabilities cost-effectively, which is required in data centers, supercomputers and other high-performance networks. © 2025 IEEE.

关键词： Internet

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Transforming Agriculture through Intelligent Farming: A Sustainable Pathway

Transforming Agriculture through Intelligent Farming: A Sust...

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Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), IEEE conference on

作者： Mohd. Faiz Afzal Gaurav Pushkarna Shailendra Singh Sikarwar Manoj Sharma Siva Shankar S Madhuri Sharma Health Professional & Sustainability Expert Sustainable Health Care Centre Kerala India Dept. of Computer Science & Eng. Lovely Professional University Punjab India Dept. of CS PGV College Jiwaji University Gwalior India Dept. of Computer Application Glocal University UP India Dept. of CSE KG Reddy College of Eng. and Tech. Telangana India Dept. of CHRI Campus College of Life Sciences Gwalior India

ISBN: (数字)9798331521691

ISBN: (纸本)9798331521707

Plant diseases lead to significant losses in both productivity and economic value, as well as a decline in the quality and quantity of agricultural yields. The identification of plant diseases has become an increasingly important aspect of agricultural monitoring. Farmers often face challenges when transitioning between different disease management strategies. Traditionally, plant disease detection relies on skilled visual inspection. This study examines the need for a simple system to detect plant leaf diseases, aimed at supporting agricultural advancements. Early detection of crop health issues and disease identification can help implement effective management practices, thereby improving agricultural productivity. The report also highlights the pros and cons of various approaches to disease detection.

关键词： Productivity Plant diseases Visualization Technological innovation Accuracy Crops Agriculture Reliability Monitoring Farming

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Event-Driven Management system for Smart Pill Dispensers 4th

Event-Driven Management System for Smart Pill Dispensers

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4th international conference on computer and Communication Engineering, CCCE 2024

作者： Van-Deste, Isaac Costa, Bruno Lopes, Rui Pedro Pereira, Ana I. CeDRI Instituto Politécnico de Bragança Bragança Portugal CeDRI SusTEC Instituto Politécnico de Bragança Bragança Portugal

ISBN: (纸本)9783031710780

Non-adherence on medication is increasing and there are several problems associated with it. There are many challenges in order to have full adherence to the prescribed treatments. Smart pill dispensers are being a new way to support patients who have complex prescriptions. However, those dispensers do not have much capacity and are very simple machines with few components. This paper presents a new architecture for smart pills dispensers based on Events-Driven, a distributed architecture where all the components have weak associations with each other. This architecture proves to be very advantageous for smart pill dispensers, increasing the flexibility and the resilience of these machines. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Event-Driven Architecture Medication Management Smart Pills Dispenser

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Secure Pilgrims Assistance system Using an Augmented Reality

Secure Pilgrims Assistance System Using an Augmented Reality

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Advanced Innovations in Smart Cities (ICAISC), international conference on

作者： Amnah A. AlSulami Ammar A. Bin Mahfouz Raghad M. Alenazy Zane S. Al-Afranji Aamer A. Alnadawi Hannan A. Khalil Computer Science and Information Technology Jeddah International College Jeddah Saudi Arabia

ISBN: (数字)9798331506995

ISBN: (纸本)9798331507008

The Hajj and the Umrah are the two main pilgrimages that Muslims make to Makkah, Saudi Arabia. Umrah can be done at any time, while Hajj takes place from the 8th to the 13th of Dhul Hijjah. The Hajj is considered the largest annual assembly in the world, is obligatory for every physically and financially capable Muslim at least once. During the Hajj, pilgrims travel 15 kilometers using a variety of transportation modes. The journey begins in Mina, the world's largest tent city, which houses more than 10,000 fire-resistant tents. Every year, approximately three million Muslims from more than 183 countries participate. Thus, this research aims to develop an Augmented Reality (AR) application that assists pilgrims in recognizing important sites and rituals during the Hajj pilgrimage. Furthermore, the system improves pilgrimage planning by assisting with accommodation selection and route optimization, as well as integrating national ID and mobile verification for secure identification. Also, it offers reminder notifications in Arabic and English as well as a trip planning tool to assist pilgrims in efficiently managing their time. Additionally, a specialized dashboard assists healthcare professionals and organizations, while a streamlined interface ensures effective communication with the Adahi software. User feedback mechanisms enable data-driven improvements, resulting in better decisionmaking and overall user satisfaction.

关键词： Technological innovation Navigation Loading Transportation Medical services User experience Software Planning Usability Augmented reality

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New Multi-Qubit CHSH Games and their application to Device-Independent Quantum Key Distribution protocols

New Multi-Qubit CHSH Games and their application to Device-I...

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international Communication systems and Networks and Workshops, COMSNETS

作者： Venugopal S Kunwar Singh Department of Computer Science and Engineering National Institute of Technology Tiruchirappalli Trichy Tamil Nadu India

ISBN: (数字)9798331531195

ISBN: (纸本)9798331531201

In the Quantum Computing field, the CHSH (Clauser-Horne-Shimony-Holt) game plays a vital role in determining whether a system is in classical or quantum domain. This quantum advantage property is applied in determining the security of the quantum systems, especially in quantum cryptography, in the form of Device-Independent (DI) secure Quantum Key Distribution (QKD). The traditional CHSH game is designed for a system with two players, where each player has access to one entangled qubit from the Bell’s state. In 2024, Hamza Jaffali and Frédéric Holweck proposed a new three-qubit CHSH game by extending the traditional CHSH game to three players using the three-qubit Greenberger–Horne–Zeilinger (GHZ) state and W *** this paper, first, we present our findings of new CHSH quantum games with quantum advantage in the four-qubit and five-qubit systems. These CHSH quantum games, when played using their quantum strategy, are found to outperform any classical strategy. Second, we apply the quantum advantage property of the existing three-qubit game to develop the corresponding three party DIQKD protocol. Third, we then apply the quantum advantage property of the newly developed four-qubit and five-qubit games to develop their corresponding four party and five party DIQKD protocols.

关键词： Quantum system Quantum advantage Protocols Qubit Games Quantum key distribution Security Quantum cryptography

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Towards Secure AI-driven Industrial Metaverse with NFT Digital Twins

Towards Secure AI-driven Industrial Metaverse with NFT Digit...

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international Communication systems and Networks and Workshops, COMSNETS

作者： Ravi Prakash Tony Thomas School of Computer Science and Engineering Kerala University of Digital Sciences Innovation and Technology Kerala India

ISBN: (数字)9798331531195

ISBN: (纸本)9798331531201

The rise of the industrial metaverse has brought digital twins (DTs) to the forefront. Blockchain-powered non-fungible tokens (NFTs) offer a decentralized approach to creating and owning these cloneable DTs. However, the potential for unauthorized duplication, or counterfeiting, poses a significant threat to the security of NFT-DTs. Existing NFT clone detection methods often rely on static information like metadata and images, which can be easily manipulated. To address these limitations, we propose a novel deep-learning-based solution as a combination of an autoencoder and RNN-based classifier. This solution enables real-time pattern recognition to detect fake NFT-DTs. Additionally, we introduce the concept of dynamic metadata, providing a more reliable way to verify authenticity through AI-integrated smart contracts. By effectively identifying counterfeit DTs, our system contributes to strengthening the security of NFT-based assets in the metaverse.

关键词： Metaverse Smart contracts Metadata Real-time systems Digital twins Pattern recognition Nonfungible tokens Security Reliability Counterfeiting

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RAJA Performance Suite: Performance Portability Analysis with Caliper and Thicket 24

RAJA Performance Suite: Performance Portability Analysis wit...

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Proceedings of the SC '24 Workshops of the international conference on High Performance Computing, Network, Storage, and Analysis

作者： Olga Pearce Jason Burmark Rich Hornung Befikir Bogale Ian Lumsden Michael McKinsey Dewi Yokelson David Boehme Stephanie Brink Michela Taufer Tom Scogland Lawrence Livermore National Laboratory Livermore CA USA and Department of Computer Science and Engineering Texas A&M University College Station TX USA Lawrence Livermore National Laboratory Livermore CA USA Department of Electrical Engineering and Computer Science University of Tennessee Knoxville TN USA Department of Computer Science and Engineering Texas A&M University College Station TX USA

ISBN: (纸本)9798350355543

Maintaining performant code in a world of fast-evolving computer architectures and programming models poses a significant challenge to scientists. Typically, benchmark codes are used to model some aspects of a large application code's performance, and are easier to build and run. Such benchmarks can help assess the effects of code or algorithm changes, system updates, and new hardware. However, most performance benchmarks are not written using a wide range of GPU programming models. The RAJA Performance Suite provides a comprehensive set of computational kernels implemented in a variety of programming models. We integrated the performance measurement and analysis tools Caliper and Thicket into the RAJA Performance Suite to facilitate performance comparison across kernel implementations and architectures. This paper describes the RAJA Performance Suite, performance metrics that can be collected, and experimental analysis with case studies. The RAJA Performance Suite and integration of Caliper and Thicket enabled us to effectively measure the variety of implementations on the variety of hardware, and automatically characterize subsets of kernels which exhibit similar bottlenecks---and therefore perform similarly on new architectures which provide a different balance between resources such as FLOPS and memory bandwidth. We definitively demonstrate that the most memory bound kernels show the most performance gains on architectures with high-bandwidth memory (HBM), and that the kernels that have other bottleneck may, to a lesser extent, benefit from the higher-FLOPS GPUs.

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Advanced Tracking Algorithm for Multiple Dynamic Vehicles using Attention Mechanisms and Kinematic Models

Advanced Tracking Algorithm for Multiple Dynamic Vehicles us...

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Integrated Circuits and Communication systems (ICICACS), IEEE international conference on

作者： Kishore Ravikumar Kamal Sutaria Ganesh Pandit Pathak Shailesh Rastogi Department of Mechanical Engineering Chennai Institute of Technology Kundrathur India Deparment of Computer Science and Engineering Faculty of Engineering and Technology Parul University Vadodara India Balaji Institute of Modern Management Pune India Symbiosis Institute of Business Management Nagpur Symbiosis International (Deemed University) Pune India

ISBN: (数字)9798331508456

ISBN: (纸本)9798331508463

Efficient vehicle tracking in urban environments is crucial for intelligent transportation systems but faces challenges such as nonlinear motion, dynamic backgrounds, and frequent occlusions. To address these complexities, we propose the AM-Vehicle-Track system, designed under the tracking-by-detection paradigm. This system integrates the Lightweight Convolutional Block Attention Module (LCBAM), which enhances detection accuracy by refining feature maps through channel-wise and spatial attention, and the Noise-Adaptive Extended Kalman Filter (NSA-EKF), which dynamically adjusts observation noise based on detection confidence to handle nonlinear vehicle motion. Additionally, the Byte data association technique is employed to mitigate issues with low-confidence detections and reduce identity switches. Tested on the challenging VisDrone-MOT dataset, AM-Vehicle-Track achieves a mean object tracking accuracy (MOTA) of 42.2%, an identity F1 score (IDF1) of 51.2%, and processes at 72 frames per second (FPS), outperforming existing state-of-the-art systems. These results highlight its robustness and efficiency in real-time scenarios, making it suitable for intelligent transportation applications. By significantly improving detection accuracy, tracking precision, and scalability, AM-Vehicle-Track establishes a new benchmark in multi-object tracking technologies and demonstrates its potential to enhance the reliability and efficiency of vehicle tracking in complex urban environments.

关键词： Accuracy Attention mechanisms Tracking Heuristic algorithms Urban areas Refining Real-time systems Kalman filters Vehicle dynamics Integrated circuit modeling

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