Metode Deteksi Pokok Pohon Secara Automatis pada Citra Perkebunan Sawit Menggunakan Model Convolutional Neural Network (CNN) pada Perangkat Lunak Sistem Informasi Geografis by Samuel Samuel, Kestrilia Rega Prilianti, Hendry Setiawan, Prasetyo Mimboro

“…This study demonstrates the use of the Convolutional Neural Network (CNN) method with the ResNet-34 and ResNet-50 architectures to build a palm tree principal detection model from UAV images of PTPN IV oil palm plantations. The purpose of tree detection is to carry out further analysis related to the condition of oil palm trees such as nutritional status, harvest readiness and indications of disease attacks.. …”
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Enhancing Voice Spoofing Detection: A Hybrid Approach With VGGish-LSTM Model for Improved Security in Automatic Speaker Verification Systems by Komal Shahzad, Saima Farhan, Yasin-Ul-Haq, Rabia Sana, Salman Pathan

“…To address these concerns, this research focuses on the detection of voice spoofing attacks by utilizing a hybrid VGGish-LSTM model. While previous transfer learning methodologies have essentially been applied to image classification tasks, our methodology focuses on voice classification. …”
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Pitting corrosion studies on SS316L wall fabricated by directed energy deposition based wire arc process by John Solomon I, D. Raguraman, Dhivakar Poosapadi, Nalla Bhanu Teja, Rupesh Kushwah, Surrya Prakash Dillibabu, Joshuva Arockia Dhanraj, Gourav Kalra, T.S. Senthil

“…EDS analysis confirmed localized depletion of chromium and molybdenum, with elevated oxygen and chloride concentrations within pits, verifying the aggressive localized attack. …”
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A new digital watermarking model using honey encryption and reversible cellular automata by Jianxin Xiong, Zhiyuan Zhou, Vyacheslav V. Dubrovskiy, Sangkeum Lee

“…Furthermore, normalized correlation analysis of the proposed method exhibits its higher robustness against various attacks, including noise and JPEG compression than the compared approaches.…”
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Intravascular Ultrasound Findings in Acute and Chronic Deep Vein Thrombosis of the Lower Extremities by Fabio Corvino, Francesco Giurazza, Massimo Galia, Antonio Corvino, Roberto Minici, Antonio Basile, Anna Maria Ierardi, Paolo Marra, Raffaella Niola

“…Deep vein thrombosis (DVT) of the lower extremities, as part of venous thromboembolism disorder, is the third leading cause of acute cardiovascular syndrome after heart attack and stroke. It can result in disability due to pulmonary embolism (PE) and post-thrombotic syndrome (PTS), particularly in cases where the thrombosis extends to the iliofemoral veins. …”
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Evaluation of Risk Factors, Etiology, Diagnosis, and Auxiliary Diagnostic Methods of Children With Recurrent Wheezing Between 1-24 Months by Ali Furkan Çetin, Öner Özdemir

“…Cystic fibrosis was detected in one of the 64 patients who underwent sweat testing, and the diagnosis was confirmed by mutation analysis. When all the cases were examined, it was observed that winter is 45% (n=34) of the attack season at the time of admission due to wheezing. …”
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Acousto-optic cryptosystem based on dynamic DNA encoding and hyperchaotic system in gyrator domains by Gege Sun, Wenbo Song, Miao Tian, Zhengjun Liu, Hang Chen

“…The proposed remote sensing image encryption system exhibits high security performance and robustness against various attacks.…”
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Hilbert Convex Similarity for Highly Secure Random Distribution of Patient Privacy Steganography by Hussein K. Alzubaidy, Dhiah Al-Shammary, Mohammed Hamzah Alsalihi, Ayman Ibaida, Khandakar Ahmed

“…Medical images confidentiality suffers from potential attacks and tracing by an unauthorized access. …”
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ALDP-FL for adaptive local differential privacy in federated learning by Lixin Cui, Xu Wu

“…Regarding the reconstructed images under the iDLG attack, the average improvement rates in MSE and SSIM reach 391.2% and –85.4%, respectively, significantly outperforming all other comparison methods.…”
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The Role of Optical Coherence Tomography in the Diagnosis of Angle Closed Diseases of the Anterior Chamber. Part 2: Visualization of the Posterior Segment of the Eye by N. I. Kurysheva, G. А. Sharova

“…The emergence of new imaging technologies such as SS-OCT contributes to understanding the pathogenesis of primary angle closure diseases in terms of involvement of the choroid in the process. …”
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Generalized Fractional Order Complex Lorenz System-Based Dual Layer Security Enhancement Approach by K. Meera, N. Selvaganesan

“…Histogram analysis, correlation analysis and key space analysis are performed to ensure the efficiency of the enhanced security approach. …”
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The Relationship of Clinical and Laboratory Factors with Acute Isolated Vertigo and Cerebellar Infarction by Cihan Bedel, Mustafa Korkut

“…Materials and Methods: Ninety patients presented with isolated acute vertigo attack and/or dizziness symptoms were retrospectively analyzed. …”
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A compressive data gathering method based on El Gamal cryptography by Xiaohan YU, Keming DONG, Xia LI, Chao CHEN

“…As a hot researching area,compressive sensing has advantages in signal process,image processing and data gathering and analysis.How to effectively and safely apply compressive sensing technology to collect data in wireless sensor networks is studied.Conventional compressive sensing technology based data collection method does not consider the security issue.Furthermore,every nod in the network must participate in the process of collecting measurements.The El Gamal cryptography and sparse matrices based compressive sensing technology were combined,and the El Gamal based sparse compressive data gathering (ESCDG) method was proposed.Theoretical analysis and numerical experiments show that ESCDG not only decreases the network resource consumption but also be able to defense the internal and external attacks.…”
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Using machine learning to predict carotid artery symptoms from CT angiography: A radiomics and deep learning approach by Elizabeth P.V. Le, Mark Y.Z. Wong, Leonardo Rundo, Jason M. Tarkin, Nicholas R. Evans, Jonathan R. Weir-McCall, Mohammed M. Chowdhury, Patrick A. Coughlin, Holly Pavey, Fulvio Zaccagna, Chris Wall, Rouchelle Sriranjan, Andrej Corovic, Yuan Huang, Elizabeth A. Warburton, Evis Sala, Michael Roberts, Carola-Bibiane Schönlieb, James H.F. Rudd

“…Methods: Carotid CT angiography (CTA) images from symptomatic patients (ischaemic stroke/transient ischaemic attack within the last 3 months) and asymptomatic patients were analysed. …”
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(H-DIR)²: A Scalable Entropy-Based Framework for Anomaly Detection and Cybersecurity in Cloud IoT Data Centers by Davide Tosi, Roberto Pazzi

“…All code, datasets, and Docker images are provided to ensure full reproducibility. …”
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HET0016 decreases lung metastasis from breast cancer in immune-competent mouse model. by Thaiz F Borin, Adarsh Shankar, Kartik Angara, Mohammad H Rashid, Meenu Jain, Asm Iskander, Roxan Ara, Iryna Lebedyeva, Hasan Korkaya, Bhagelu R Achyut, Ali S Arbab

“…The ability of tumor cells to modulate TME and to escape immune-mediated attack by releasing immunosuppressive cytokines has become a hallmark of breast cancer. …”
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Associations between multiple acute infarctions and intracranial arterial stenosis with functional outcomes in anterior circulation acute ischaemic stroke reperfusion therapy: resu... by Xiaoli Zhang, Xia Meng, Anxin Wang, Yijun Zhang, Xu Zhu, Yiping Wu, Ya Su, Shifeng Xiang

“…Objective This study aims to observe the correlation between infarction pattern and intracranial arterial stenosis (ICAS) on magnetic resonance and functional outcome in acute ischaemic stroke (AIS) patients after reperfusion therapy.Design This is a post hoc analysis of the Third China National Stroke Registry (CNSR-III) study.Setting The data was derived from the CNSR-III study, which was a nationwide clinical registry of ischaemic stroke or transient ischaemic attack based in China.Participants Patients with anterior circulation AIS who underwent reperfusion therapy were included for analysis. …”
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Design of the “EAST” strategy in patients with symptomatic intracranial atherosclerotic stenosis by Jiaqi Dai, Haobo Zhao, Xinyu Chen, Ping Nie, Jie Gong, Min Wang, Kezhong Zhang, Zhaolu Wang, Hua Lu

“…High resolution vessel wall magnetic resonance imaging (HR-vwMRI) will be performed at recruitment and after 6 months and 12 months. …”
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AI-Driven Framework for Recognition of Guava Plant Diseases through Machine Learning from DSLR Camera Sensor Based High Resolution Imagery by Ahmad Almadhor, Hafiz Tayyab Rauf, Muhammad Ikram Ullah Lali, Robertas Damaševičius, Bader Alouffi, Abdullah Alharbi

“…Guava, well known to be the tropics’ apple, is one significant fruit cultivated in tropical regions. It is attacked by 177 pathogens, including 167 fungal and others such as bacterial, algal, and nematodes. …”
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Computationally secure steganography based on speech synthesis by Menghan LI, Kejiang CHEN, Weiming ZHANG, Nenghai YU

“…The steganography theory of computing security has been proposed for a long time, but it has not been widely adopted for mainstream steganography using multimedia data as a carrier.The reason is that the prerequisite for calculating secure steganography is to obtain the accurate distribution of the carrier or to accurately sample according to the carrier distribution.However, naturally collected images and audio/video cannot meet this prerequisite.With the development of deep learning technology, various machine-generated media such as image generation and synthesized speech, have become more and more common on the Internet and then generated media has become a reasonable steganography carrier.Steganography can use normal generated media to cover up secret communications, and pursue in distinguishability from normal generated media.The distribution learned by some generative models is known or controllable, which provides an opportunity to push computational security steganography for practical use.Taking the widely used synthetic speech model as an example, a computationally secure symmetric key steganography algorithm was designed and implemented.The message was decompressed into the synthetic audio according to the decoding process of arithmetic coding based on the conditional probability of sample points, and the message receiver had the same generation model to complete the message extraction by reproducing the audio synthesis process.The public key steganography algorithm was additionally designed based on this algorithm, which provided algorithmic support for the realization of full-flow steganographic communication.Steganographic key exchange ensured the security of steganographic content and the security of steganographic behavior was also achieved.The theoretical analysis showed that the security of the proposed algorithm is determined by the randomness of the embedded message.And the steganography analysis experiment further verified that the attacker cannot distinguish the synthesized carrier audio from the encrypted audio.…”
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