IMPACT ASSESSMENT OF IMAGE FEATURE EXTRACTORS ON THE PERFORMANCE OF SLAM SYSTEMS by Taihú Pire, Thomas Fischer, Jan Faigl

“…This work evaluates an impact of image feature extractors on the performance of a visual SLAM method in terms of pose accuracy and computational requirements. …”
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Temporal, spatial and demographic distributions characteristics of COVID-19 symptom clusters from chinese medicine perspective: a systematic cross-sectional study in China from 201... by Bin Liu, Tian Song, Mingzhi Hu, Zhaoyuan Gong, Qianzi Che, Jing Guo, Lin Chen, Haili Zhang, Huizhi Li, Ning Liang, Jing Wan, Kunfeng Wang, Yanping Wang, Nannan Shi, Luqi Huang

“…Data analysis and visualization were conducted using R software (4.2.0), while the association analysis of symptom clusters was performed using Cytoscape (3.10.2). …”
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Synthesis and Evaluation of ⁶⁸Ga- and ¹⁷⁷Lu-Labeled [diF-Pro¹⁴]Bombesin(6−14) Analogs for Detection and Radioligand Therapy of Gastrin-Releasing Pe... by Lei Wang, Chao-Cheng Chen, Devon Chapple, Antonio A. W. L. Wong, Sara Kurkowska, Wing Sum Lau, Carlos F. Uribe, François Bénard, Kuo-Shyan Lin

“…Both [⁶⁸Ga]Ga-LW02060 and [⁶⁸Ga]Ga-LW02080 enabled clear tumor visualization in PET images at 1 h post-injection (pi). …”
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Holo‐Stroke‐CTA: Stroke Hologram Teleportation for CTA Large Vessel Occlusion Assessments by Nadir Weibel, Ben Shifflett, Weichen Liu, Jacob Lin, Yasaman Pirahanchi, Jeffrey Bowers, Vikas Ravi, Julián Carrión‐Penagos, Melissa Mortin, Lovella Hailey, Divya S. Bolar, Reza Bavarsad Shahripour, Kunal Agrawal, Royya Modir, Dawn M. Meyer, Thomas M. Hemmen, Brett C. Meyer

“…Background Augmented reality enables visualization of and interaction with both physical and virtual environments. …”
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Trends and Patterns of Antimicrobial Resistance in a Tertiary Care Hospital in Bangladesh by Sangjukta Roy, Hridika Talukder Barua, Mohammad Julhas Sujan, Akram Hossain, Shyamal Kumar Paul, Syeda Anjuman Nasreen, Salma Ahmed, Nazia Haque, Zakir Hossain Habib, Aninda Rahman, S. M. Shahriar Rizvi, Md. Abul Hasnat, Soo Young Kwon, John Stelling, Sanjay Gautam, Alina Shaw, Florian Marks, Nimesh Poudyal

“…In this study, we analyze and present four years of data on AMR from a tertiary care hospital in Bangladesh to inform policymakers and the wider community. <b>Methods:</b> In a retrospective cross-sectional study, we collected data for 4403 bacterial isolates reported between January 2017 and February 2020 at Mymensingh Medical College Hospital (MMCH), Bangladesh. …”
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Silent Revolution in Research for Sustainability by Bruce Alder

“…The answer lies in the fact that universities and research centres persist with 19th century methods of data gathering, scholarly analysis, and journal articles. …”
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Leveraging Artificial Intelligence and Clinical Laboratory Evidence to Advance Mobile Health Applications in Ophthalmology: Taking the Ocular Surface Disease as a Case Study by Mini Han Wang, Yi Pan, Xudong Jiang, Zhiyuan Lin, Haoyang Liu, Yunxiao Liu, Jiazheng Cui, Jiaxiang Tan, Chengqi Gong, Guanghui Hou, Xiaoxiao Fang, Yang Yu, Moawiya Haddad, Marion Schindler, José Lopes Camilo Da Costa Alves, Junbin Fang, Xiangrong Yu, Kelvin Kam‐Lung Chong

“…Using Python's Matplotlib for visualization and SPSS for statistical analysis, this study introduces an innovative proof‐of‐concept framework leveraging quantitative AI analysis to address critical challenges in ophthalmology. …”
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EfficientNetB0-Based End-to-End Diagnostic System for Diabetic Retinopathy Grading and Macular Edema Detection by Long X, Gan F, Fan H, Qin W, Li X, Ma R, Wang L, Hu R, Xie Y, Chen L, Cao J, Shao Y, Liu K, You Z

“…Xin Long,1– 5,&ast; Fan Gan,1– 4,&ast; Huimin Fan,1– 4,&ast; WeiGuo Qin,6 Xiaonan Li,1– 4 Rui Ma,1 Leran Wang,1 Rui Hu,1 Yilin Xie,1 Lei Chen,7 Jian Cao,1– 4 Yinan Shao,1– 4 Kangcheng Liu,1– 4 Zhipeng You1– 4 1Department of Fundus Diseases, The Affiliated Eye Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330000, People’s Republic of China; 2Jiangxi Province Division of National Clinical Research Center for Ocular Diseases, Nanchang, Jiangxi, 330000, People’s Republic of China; 3Jiangxi Clinical Research Center for Ophthalmic Disease, Nanchang, Jiangxi, 330000, People’s Republic of China; 4Jiangxi Research Institute of Ophthalmology and Visual Science, Nanchang, Jiangxi, 330000, People’s Republic of China; 5School of Mathematics and Computer Sciences, Nanchang University, Nanchang, Jiangxi, 330000, People’s Republic of China; 6Department of Cardiothoracic Surgery, The 908th Hospital of Chinese People’s Liberation Army Joint Logistic Support Force, Nanchang, Jiangxi, 330001, People’s Republic of China; 7The Second Clinical School of Medicine, Nanchang University, Nanchang, Jiangxi, 330031, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: Zhipeng You, The Affiliated Eye Hospital, Jiangxi Medical College, Nanchang University, 463 Bayi Road, Nanchang, Jiangxi, 330006, People’s Republic of China, Tel +86 13970032654, Email yzp74@sina.comPurpose: This study aims to develop and validate a deep learning-based automated diagnostic system that utilizes fluorescein angiography (FFA) images for the rapid and accurate diagnosis of diabetic retinopathy (DR) and its complications.Methods: We collected 19,031 FFA images from 2753 patients between June 2017 and March 2024 to construct and evaluate our analytical framework. …”
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Development and validation of a machine learning-based risk prediction model for stroke-associated pneumonia in older adult hemorrhagic stroke by Yi Cao, Yi Cao, Haipeng Deng, Shaoyun Liu, Xi Zeng, Yangyang Gou, Weiting Zhang, Yixinyuan Li, Hua Yang, Min Peng

“…ObjectiveTo develop and validate a machine learning (ML)-based model for predicting stroke-associated pneumonia (SAP) risk in older adult hemorrhagic stroke patients.MethodsA retrospective collection of older adult hemorrhagic stroke patients from three tertiary hospitals in Guiyang, Guizhou Province (January 2019–December 2022) formed the modeling cohort, randomly split into training and internal validation sets (7:3 ratio). …”
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Mediastinal lymph node dissection effectiveness in patients with I stage of non-small cell lung cancer by A. P. Kolesnik

“…The aim of the study was to conduct the effectiveness analysis of different volume of lymph dissection of mediastinum in patients with Stage I non-small cell lung cancer (NSCLC). Materials and methods. Study was conducted in the Thoracic Surgery department of Zaporizhzhya Regional Clinically Oncologic Dispensary. 133 patients with Stage I NSCLC were included from December 2008 till January 2013. …”
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The Laplacian eigenmaps dimensionality reduction of fMRI data for discovering stimulus-induced changes in the resting-state brain activity by Nikita Pospelov, Alina Tetereva, Olga Martynova, Konstantin Anokhin

“…The principal component analysis (PCA) as a linear dimensionality reduction method showed significantly worse results than non-linear methods (Isomap, LLE, Laplacian eigenmaps). …”
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Optical Double Binary Amplitude Mask Structure for Security Authentication by Xiaogang Wang, Guoquan Zhou, Chaoqing Dai

“…A novel method for jointly designing two binary amplitude masks (BAMs) that allow for secure authentication is proposed. …”
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Panchromatic and Hyperspectral Image Fusion Using Ratio Residual Attention Networks by Fengxiang Xu, Nan Zhang, Zhenxiang Chen, Peiran Peng, Tingfa Xu

“…Experimental results demonstrate that, when evaluated on the EO-1 and Chikusei datasets, the proposed method outperforms other methods in terms of both visual quality and quantitative metrics, particularly in spatial detail clarity and spectral fidelity. …”
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MCRNet: Underwater image enhancement using multi-color space residual network by Ningwei Qin, Junjun Wu, Xilin Liu, Zeqin Lin, Zhifeng Wang

“…Consequently, our method outperforms state-of-the-art methods in both subjective visual comparison and objective evaluation metrics.…”
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Merge Operation Effect On Image Compression Using Fractal Technique by Baghdad Science Journal

“…Experimental results on standard images show that the proposed method yields minimize (decrease) the encoding time and remain the quality results passable visually.…”
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The Effect of Masterbatch Recipes on the Homogenization Properties of Injection Molded Parts by László Zsíros, Dániel Török, József Gábor Kovács

“…Unfortunately, there is no widespread method to objectively test visual appearance, such as color inhomogeneity of the parts or other surface defects. …”
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AI-Powered Synthesis of Structured Multimodal Breast Ultrasound Reports Integrating Radiologist Annotations and Deep Learning Analysis by Khadija Azhar, Byoung-Dai Lee, Shi Sub Byon, Kyu Ran Cho, Sung Eun Song

“…Key modules in our method include image classification using visual features (ICVF), type classification via deep learning (TCDL), and automatic report structuring and compilation (ARSC). …”
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Onnanoscale phenomena inthe electroacoustic sputtering process by W. H. Al-Tibbi, V. S. Minakov

“…The conclusions obtained in this paper are based on the method of separation of the affecting factor contributions into broadening the diffraction reflection peaks (the Warren-Averbach method).Research Results. …”
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Evaluation of the Effects of Tunnel Lighting Environment on Energy Consumption and Drivers’ Reaction Time by Long Zhao, Song Hu, Dongwei Wang, Yujin Guo, Chaoliang Fu

“…This conclusion would provide a lower energy consumption lighting design method and higher drive comfortable for highway tunnels.…”
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YOLOv8n-Al-Dehazing: A Robust Multi-Functional Operation Terminals Detection for Large Crane in Metallurgical Complex Dust Environment by Yifeng Pan, Yonghong Long, Xin Li, Yejing Cai

“…Compared with the YOLOv8n method, our method approach increases inference speed by 15.54%, achieving 120.4 frames per second, which meets the requirements for real-time detection on site. …”
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