Hierarchical Mixed-Precision Post-Training Quantization for SAR Ship Detection Networks by Hang Wei, Zulin Wang, Yuanhan Ni

“…Convolutional neural network (CNN)-based synthetic aperture radar (SAR) ship detection models operating directly on satellites can reduce transmission latency and improve real-time surveillance capabilities. …”
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GCB‐YOLO: A Lightweight Algorithm for Wind Turbine Blade Defect Detection by Zhiming Zhang, Chaoyi Dong, Ze Wei, Xiaoyan Chen, Weidong Zan, Yao Xue

“…ABSTRACT For the current visual detection methods of wind turbine blade defects, their detection models are usually excessively large, making it difficult to achieve a balance between model accuracy and inference speed. …”
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Artificial intelligence in suicide prevention: Utilizing deep learning approach for early detection by Vikas Gaur, Gaurav Maggu, Khushboo Bairwa, Suprakash Chaudhury, Sana Dhamija, Tahoora Ali

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SChanger: Change Detection From a Semantic Change and Spatial Consistency Perspective by Ziyu Zhou, Keyan Hu, Yutian Fang, Xiaoping Rui

“…Change detection is a key task in Earth observation applications. …”
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Detection of Violent Scenes in Cartoon Movies Using a Deep Learning Approach by Noreen Fayyaz Khan, Sareer Ul Amin, Zahoor Jan, Changhui Yan

“…This paper addresses the challenge of detecting subtle instances of violence within cartoon movies. …”
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INTEGRATED CYBERSECURITY FRAMEWORK FOR ENHANCED THREAT DETECTION AND INCIDENT RESPONSE IN THE DIGITAL ERA by Azlin Ramli, Mohamad Yusof Darus, Yusnani Mohd Yussoff, Badri Azni, Kanqi Xie

“…This research presents a novel cybersecurity framework aimed at improving threat detection and incident response in today's complex digital environment. …”

STLNet: Symmetric Transformer Learning Network for Remote Sensing Image Change Detection by Liye Mei, Andong Huang, Zhaoyi Ye, Yaxiaer Yalikun, Ying Wang, Chuan Xu, Wei Yang, Xinghua Li

“…Change detection (CD) signifies a pivotal domain within remote sensing image processing. …”
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ITD-YOLO: An Improved YOLO Model for Impurities in Premium Green Tea Detection by Zezhong Ding, Yanfang Li, Bin Hu, Zhiwei Chen, Houzhen Jia, Yali Shi, Xingmin Zhang, Xuesong Zhu, Wenjie Feng, Chunwang Dong

“…The model was then pruned to achieve a lightweight model at the expense of detection accuracy. Finally, knowledge distillation was applied to enhance its detection performance. …”
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AI powered detection and assessment of onychomycosis: A spotlight on yellow and deep learning by C. Agostini, R. Ranjan, M. Molnarova, A. Hadzic, O. Kubesch, V. Schnidar, H. Schnidar

“…Objectives Our study aimed to develop and validate automated machine learning models to accurately detect and classify onychomycosis‐affected areas in toenails. …”
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Multi-Task Water Quality Colorimetric Detection Method Based on Deep Learning by Shenlan Zhang, Shaojie Wu, Liqiang Chen, Pengxin Guo, Xincheng Jiang, Hongcheng Pan, Yuhong Li

“…Current research on colorimetric detection using deep learning algorithms predominantly focuses on single-target classification. …”
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Automatic Blob Detection Method for Cancerous Lesions in Unsupervised Breast Histology Images by Vincent Majanga, Ernest Mnkandla, Zenghui Wang, Donatien Koulla Moulla

“…In this study, we present a deep learning-based technique for breast cancer lesion detection, namely blob detection, which automatically detects hidden and inaccessible cancerous lesions in unsupervised human breast histology images. …”
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New Plum Detection in Complex Environments Based on Improved YOLOv8n by Xiaokang Chen, Genggeng Dong, Xiangpeng Fan, Yan Xu, Xiangjun Zou, Jianping Zhou, Hong Jiang

“…To address the challenge of accurately detecting new plums amidst trunk and leaf occlusion and fruit overlap, this study presents a novel target detection model, YOLOv8n-CRS. …”
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A scalable multi-modal learning fruit detection algorithm for dynamic environments by Liang Mao, Liang Mao, Zihao Guo, Mingzhe Liu, Yue Li, Linlin Wang, Jie Li

“…IntroductionTo enhance the detection of litchi fruits in natural scenes, address challenges such as dense occlusion and small target identification, this paper proposes a novel multimodal target detection method, denoted as YOLOv5-Litchi.MethodsInitially, the Neck layer network of YOLOv5s is simplified by changing its FPN+PAN structure to an FPN structure and increasing the number of detection heads from 3 to 5. …”
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Early detection of mesenteric ischemia in critically ill patients following cardiac surgery by Zulfugar T. Taghiyev, Sophia Gunkel, Lili-Marie Beier, Carina Leweling, Kevin M. Sadowski, Borros M. Arneth, Chrysanthi Skevaki, Johannes Kalder, Paula R. Keschenau, Andreas Böning

“…Of the 48 patients, 62.5% initially had mild gastrointestinal dysfunction (AGI ≤ II), but 80% of them progressed to AGI III or higher, with 25% reaching AGI IV. …”
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Accidental Detection of Cocaine in Urine in Pediatric Patients: Case Series and Literature Review by Martina Focardi, Ilenia Bianchi, Marta Romanelli, Valentina Gori, Laura Nanni, Fabio Vaiano, Stefania Losi

“…The study highlighted the importance of a multidisciplinary approach involving pediatricians, social workers, and forensics, as well as close collaboration with the relevant authorities, as the Gaia service at IRCCS Meyer offers. The occasional detection of cocaine in cases that showed no suspicion of intoxication led to a modification of the procedure and the development of a standardized protocol at IRCCS Meyer both in terms of prevention and in the detection and interception of hidden cases, in order to intervene early and initiate the necessary care pathways (secondary prevention). …”
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Initial experience of Ga-68 prostate-specific membrane antigen positron emission tomography/computed tomography imaging in evaluation of biochemical recurrence in prostate cancer p... by Aravintho Natarajan, Archi Agrawal, Vedang Murthy, Ganesh Bakshi, Amit Joshi, Nilendu Purandare, Sneha Shah, Ameya Puranik, Venkatesh Rangarajan

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Stress assessment and control measures for deformed tunnel-crossing pipeline section by Chunbin QIU

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Discovering Subsolar Metallicity Brown Dwarf Candidates in the Small Magellanic Cloud by Peter Zeidler, Elena Sabbi, Antonella Nota, Elena Manjavacas, Olivia C. Jones, Camilla Pacifici

“…Although further detailed work is required to quantitatively derive the initial mass function and confirm the true nature of the cBD, this discovery is particularly relevant in the effort to refine our understanding of the subsolar mass function at very low metallicities and young ages.…”
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The Impact of a Line Probe Assay Based Diagnostic Algorithm on Time to Treatment Initiation and Treatment Outcomes for Multidrug Resistant TB Patients in Arkhangelsk Region, Russia... by Platon Eliseev, Grigory Balantcev, Elena Nikishova, Anastasia Gaida, Elena Bogdanova, Donald Enarson, Tara Ornstein, Anne Detjen, Russell Dacombe, Elena Gospodarevskaya, Patrick P J Phillips, Gillian Mann, Stephen Bertel Squire, Andrei Mariandyshev

“…The development of new diagnostic tools allows for faster detection of both TB and MDR-TB and should lead to reduced transmission by earlier initiation of anti-TB therapy.…”
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Cost-effectiveness of chronic obstructive pulmonary disease population screening in China: based on individual data from WHO Collaborating Centre-initiated ‘Enjoying Breathing Prog... by Tiantian Zhang, Jiahuan Ai, Ke Huang, Peiyao Lu, Xiao Tang, Jieping Lei, Xue Li, Esther W. Chan, Qiming Wen, Xiaoqin Wen, Fang Fang, Cunbo Jia, Ian C. K. Wong, Jie Jiang, Ting Yang, Chen Wang, on behalf of Enjoying Breathing Program

“…Abstract Background Chronic obstructive pulmonary disease (COPD) imposes a significant and growing burden on China and the world. Early detection and diagnosis may be an effective way to alleviate this severe pressure on public health. …”
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