Balancing Efficiency and Efficacy: A Contextual Bandit-Driven Framework for Multi-Tier Cyber Threat Detection by Ibrahim Mutambik, Abdullah Almuqrin

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<p><strong>Evaluate the efficiency of releasing two predatory species at their optimal temperature for controlling <em>Tetranychus urticae</em> (Acari: Tetranychidae) in a croton g... by Dalia Adly

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Evaluation of a silicon carbide P–N diode for thermal neutron detection in a radiotherapy LINAC by Martín Pérez, Felipe Zamorano, Celeste Fleta, Carles Muñoz-Montplet, Diego Jurado-Bruggeman, Marcio Jiménez, Pablo Guardia, Gina Grabulosa-Morera, Roger Morales-Pérez, Gemma Rius, Philippe Godignon, Giulio Pellegrini, Consuelo Guardiola

“…Experimental tests conducted on a TrueBeam radiotherapy LINAC demonstrated a thermal neutron detection efficiency of (4.32 ± 0.02)% for a (50 ± 10) µm thick $$^6$$ LiF neutron converter. …”
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P-68 LIVGUARD, A DEEP NEURAL NETWORK FOR CIRRHOSIS DETECTION IN LIVER ULTRASOUND (USD) IMAGES by DIEGO ARUFE, Pablo Gomez del Campo, Ezequiel Demirdjian, Carlos Galmarini

“…The AI system achieved an overall detection rate of 88.8%. Sensitivity, specificity, positive (P) and negative (N) predictive values (PV) were 100%, 82.7%, 76.1% and 100%, respectively. …”
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Early Detection and Classification of Diabetic Retinopathy: A Deep Learning Approach by Mustafa Youldash, Atta Rahman, Manar Alsayed, Abrar Sebiany, Joury Alzayat, Noor Aljishi, Ghaida Alshammari, Mona Alqahtani

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Deep Learning Approach to Cassava Disease Detection Using EfficientNetB0 and Image Augmentation by Jazon Andrei G. Alejandro, James Harvey M. Mausisa, Charmaine C. Paglinawan

“…To address these challenges and improve accuracy, we employed EfficientNetB0 and data augmentation techniques to enhance disease detection across multiple parts of the cassava plant. …”
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Coherent Detection of Non-Orthogonal Spectrally Efficient Multicarrier Signals Using a Decision Feedback Algorithm by S. B. Makarov, S. V. Zavjalov, D. C. Nguyen, A. S. Ovsyannikova

“…At the same time, the efficiency of the detection algorithm with decision feedback turns out to be significantly lower than that when using the detection algorithm MLSE.Conclusion. …”
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MXT-YOLOv7t: An Efficient Real-Time Object Detection for Autonomous Driving in Mixed Traffic Environments by Afdhal Afdhal, Khairun Saddami, Mirshal Arief, Sugiarto Sugiarto, Zahrul Fuadi, Nasaruddin Nasaruddin

“…This model enhances YOLOv7-tiny P5 by improving the detection rate and reducing inference time. …”
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A one-stage anchor-free keypoints detection model for fast electric vehicle charging port detection and pose extraction by Feifei Hou, Qiwen Meng, Xinyu Fan, Yijun Wang

“…Furthermore, when integrated into the you only look once X (YOLOX) framework with parameters comparable to YOLOX-Tiny, FasterEVPoints delivers similar accuracy while consuming only 73% of the computational load and 66% of the parameters compared to YOLOX-Tiny. This exceptional efficiency, combined with high detection accuracy, establishes FasterEVPoints as a practical and scalable solution for real-world autonomous EV charging applications.…”
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Sensitive ratiometric detection of Fumonisin B1 using a reusable Ag-pSi SERS platform by Narsingh R. Nirala, Sudharsan Sadhasivam, Rohit Kumar Singh, Edward Sionov, Giorgi Shtenberg

“…Herein, a ratiometric aptasensor was constructed using silver-coated porous silicon (Ag-pSi) used as an efficient surface-enhanced Raman scattering (SERS) substrate. …”
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P4CN-YOLOv5s: a passion fruit pests detection method based on lightweight-improved YOLOv5s by Zhiping Tan, Zhiping Tan, Dapeng Ye, Jiancong Wang, Wenxiang Wang

“…When compared to other widely used target detection models, including SSD, Faster R-CNN, YOLOv3, YOLOv4, YOLOv5, P4C-YOLOv5s, and YOLOv7 on the same dataset, the P4CN-YOLOv5s model demonstrates distinct advantages, such as a low false positive rate and high detection efficiency. …”
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Optimization of Guard Ring Structures for Superior Dark Current Reduction and Improved Quantum Efficiency in InGaAs/InP APDs by Zefang Xu, Yu Chang, Kai Qiao, Liyu Liu, Linmeng Xu, Mengyan Fang, Chang Su, Fei Yin, Jieying Wang, Tianye Liu, Ming Li, Dian Wang, Lizhi Sheng, Xing Wang

“…Avalanche photodiodes (APDs) based on InGaAs/InP are pivotal for applications in low-light detection, yet their performance is often hindered by edge breakdown and high dark currents. …”
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Peak myocardial work assessment to detect coronary ischemia during dobutamine stress echocardiography by Salima Qamruddin, Salima Qamruddin, Salima Qamruddin, Chen Fang, Sergey Kachur, Sergey Kachur, Sahil Bharwani, Andrew Elagizi, Merrill Stewart, Merrill Stewart, Daniel P. Morin, Daniel P. Morin, Otto A. Smiseth, Yvonne E. Gilliland, Yvonne E. Gilliland

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Panel containing three serum microRNAs: a promising biomarker for early detection of bladder cancer by Zhenjian Ge, Zhenjian Ge, Zhenjian Ge, Zhenjian Ge, Shengjie Lin, Shengjie Lin, Shengjie Lin, Shengjie Lin, Chong Lu, Chong Lu, Chong Lu, Chong Lu, Yong Xia, Rongkang Li, Rongkang Li, Rongkang Li, Rongkang Li, Xinji Li, Xinji Li, Xinji Li, Xinji Li, Chen Sun, Chen Sun, Chen Sun, Chen Sun, Zhenyu Wen, Zhenyu Wen, Zhenyu Wen, Zhenyu Wen, Wenkang Chen, Wenkang Chen, Wenkang Chen, Wenkang Chen, Yingqi Li, Yingqi Li, Yingqi Li, Yingqi Li, Mingyang Li, Yu Lin, Jing Dong, Lingzhi Tao, Lingzhi Tao, Lingzhi Tao, Ling Ji, Yongqing Lai, Yongqing Lai, Yongqing Lai

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4H-SiC SACM Avalanche Photodiode With Low Breakdown Voltage and High UV Detection Efficiency by Xiaolong Cai, Dong Zhou, Sen Yang, Hai Lu, Dunjun Chen, Fangfang Ren, Rong Zhang, Youdou Zheng

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Efficient Detection of Stigmatizing Language in Electronic Health Records via In-Context Learning: Comparative Analysis and Validation Study by Hongbo Chen, Myrtede Alfred, Eldan Cohen

“…ConclusionsICL offers a robust and flexible solution for detecting stigmatizing language in EHRs, offering a more data-efficient and equitable alternative to conventional machine learning methods. …”
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Enhancing Radiologist Efficiency with AI: A Multi-Reader Multi-Case Study on Aortic Dissection Detection and Prioritization by Martina Cotena, Angela Ayobi, Colin Zuchowski, Jacqueline C. Junn, Brent D. Weinberg, Peter D. Chang, Daniel S. Chow, Jennifer E. Soun, Mar Roca-Sogorb, Yasmina Chaibi, Sarah Quenet

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A hybrid deep learning model EfficientNet with GRU for breast cancer detection from histopathology images by M. Pradeepa, B. Sharmila, M. Nirmala

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A Lightweight and Efficient Plant Disease Detection Method Integrating Knowledge Distillation and Dual-Scale Weighted Convolutions by Xiong Yang, Hao Wang, Qi Zhou, Lei Lu, Lijuan Zhang, Changming Sun, Guilu Wu

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SPDC-YOLO: An Efficient Small Target Detection Network Based on Improved YOLOv8 for Drone Aerial Image by Jingxin Bi, Keda Li, Xiangyue Zheng, Gang Zhang, Tao Lei

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