Prediction of biological evolution following blood product transfusion during liver transplantation: the contribution of machine learning to decision-making by Jacques Creteur, Thibault Martinez, Valerio Lucidi, Turgay Tuna, Florian Blanchard, Olivier Duranteau, Benjamin Popoff, Axel Abels, Eric Savier, Patrizia Loi, Desislava Germanova, Anne Demulder

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Effects of Organized Auditory Stimulation by Familiar Voice on Blood Pressure and Body Temperature in Comatose Patients by Mohammad Kazem Mohammadi, Mohammad Reza Yeganeh Rasteh Kenari, Tahereh Khaleghdoost Mohammadi, Zahra Atrkare Roshan, Ayda Mohammad Ebrahimzadeh

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TransNN-MHA: A Transformer-Based Model to Distinguish Real and Imaginary Motor Intent for Assistive Robotics by Tipu Sultan, Guangping Liu, Pascal Sikorski, Madi Babaiasl

“…TransNN-MHA shows strong results across motor tasks that demonstrate the potential for real-world applications where precision in human-machine interaction is critical. Implementation details and code are available at <uri>http://github.com/madibabaiasl/EEGIntentPaper</uri>…”
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Models of Sexual Assault Laws and Evidentiary Matters by Selman Dursun, Ali Emrah Bozbayındır

“…The article also discusses the post-new code discussions in detail.…”
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Fractures around Trochanteric Nails: The “Vergilius Classification System” by Giuseppe Toro, Antimo Moretti, Daniele Ambrosio, Raffaele Pezzella, Annalisa De Cicco, Giovanni Landi, Nicola Tammaro, Pasquale Florio, Antonio Benedetto Cecere, Adriano Braile, Antonio Medici, Antonio Siano, Bruno Di Maggio, Giampiero Calabrò, Nicola Gagliardo, Ciro Di Fino, Gaetano Bruno, Achille Pellegrino, Giacomo Negri, Vincenzo Monaco, Michele Gison, Antonio Toro, Alfredo Schiavone Panni, Umberto Tarantino, Giovanni Iolascon

“…The research group considered four PNF main characteristics for the classification proposal: (1) fracture localization, (2) fracture morphology, (3) fracture fragmentation, and (3) healing status of the previous fracture. An alphanumeric code was included to identify each characteristic, allowing to describe up to 54 categories of PNFs, using a 3- to 4-digit code. …”
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Global trends in testicular and prostate cancer among adolescents and young adult males aged 15–49 years, 1990–2021: insights from the GBD study by Xinyu Zhang, Yijia Li, Chaoguang Yan, Lanyue Ma, Mengjiao Yu, Yunchao Yang, Sen Lin, Ruiqi Zhao, Lisheng Peng

“…As the GBD 2021 database only includes data for testicular cancer (ICD-10 code C62) and prostate cancer (ICD-10 code C61), other male reproductive system cancers, such as penile and epididymal cancer, were excluded. …”
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The necessity of treating the patient and the doctor's risk; Duty or authority in the treatment by Mohammad Abouata

“…Although the meaning of the single article is consistent with some other national laws, such as Article 182 of the Maritime Law, some international regulations, as well as the requirements of some jurisprudence and the implication of reason, it seems that the legislator in Article 295 of the Islamic Penal Code, considering The mentioned condition has been removed in Iranian law; A ruling that can be criticized and is recommended to be added to it while amending the last article.…”
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Rethinking the Payment of Excess Diyya in Intentional Murder without the Killer's Consent by Zahra Feyz

“…The legislator's approach in all regulations related to intentional murder in the Islamic Penal Code has been that the right of retaliation for the heirs of the victim is a definitive right, and receiving Diyya (blood money) is only possible with the consent of the killer. …”
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Numerical study on the microcrack propagation mechanism in pre-fabricated red sandstone with double fissures under different confining pressures by Weisheng Zhao, Xiangru Liu, Wei He

“…The number of tensile microcracks at the peak stress increases stepwise with increasing confining pressure, with critical confining pressures identified at 0 MPa, 10 MPa, and 20 MPa. …”
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A novel pythonic paradigm for image encryption using axis-aligned bounding boxes by Abdulbasid Banga, Akifa Abbas, Danish Ali, Nisreen Innab, Ala Saleh Alluhaidan, Nadeem Iqbal, Hossam Diab

“…Abstract In the digital age, images permeate every facet of our lives, often carrying critical information for organizations, institutions, and even nation-states. …”
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Smart Traffic Management at Intersections by Gezim Hoxha, Piotr Gorzelanczyk, RameLikaj, Shaban Thaqi, Flori Cikaqi

“… Effective traffic control methods, whether at intersections or other nodes within the road network, play a critical role in ensuring traffic quality and safety. …”

Relationship Between Aggression and Addiction Tendency Among University Students by Merrikh Rounaghi, Sedigheh Pakseresht, Shahla Asiry, Zahra Atrkar Roushan

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LAF: Enhancing person re-identification via Latent-Assisted Feature Fusion by Minglang Li, Zhiyong Tao, Sen Lin, Kaihao Feng

“…These results highlight the effectiveness of our proposed module in leveraging latent information from non-salient regions, leading to substantial performance improvements, particularly in challenging scenarios involving occlusions and complex backgrounds. Code is available at https://github.com/meanlang/LAF.…”
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An automatic method for estimating insect defoliation with visual highlights of consumed leaf tissue regions by Gabriel S. Vieira, Afonso U. Fonseca, Naiane Maria de Sousa, Julio C. Ferreira, Juliana Paula Felix, Christian Dias Cabacinha, Fabrizzio Soares

“…Because of that, one of the most critical tasks in agricultural processes is estimating foliar damage. …”
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AFHNet: Attention-Free Hybrid Network for Salient Object Detection in Underwater Images by Qian Tang, Zhen Wang, Xuqi Wang, Shan-Wen Zhang

“…Furthermore, conventional up-sampling and down-sampling techniques often lead to the loss of critical local and global object information, reducing both accuracy and efficiency. …”
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A Python library for solving ice sheet modeling problems using physics-informed neural networks, PINNICLE v1.0 by G. Cheng, M. Krishna, M. Morlighem

“…However, these methods are not versatile and require extensive code development to incorporate new physics. Moreover, their dependence on data alignment within computational grids hampers their adaptability, especially in the context of sparse data availability in space and time. …”
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KDANet: a farmland extraction network using band selection and dual attention fusion – a case study of paddy fields and irrigated land in Qingtongxia, China by Jianping Pan, Chen Qi, Huijuan Zhang, Yong Hu, Zhaohui Ren, Zong He, Xunxun Wang, Yimeng Li, Yan Wang, Juan Xie

“…Food security is a critical global issue, and accurate monitoring of farmland is essential to address this challenge. …”
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Dose assessment in several accidental scenarios involving lithium leakage in three IFMIF-DONES lithium system rooms by J. Javier Martínez-Serrano, Jorge Maestre, Yuefeng Qiu, Francesco Saverio Nitti

“…Ambient dose equivalent rates, H*(10), were calculated using the MCNP 5.1.40 radiation transport code for gamma-emitting radionuclides like 7Be and activation products. …”
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Legal aspects of protecting the Ukrainian population against emergencies under martial law by O. A. Lukianykhina, S. A. Petrovska

“…It is important to understand these consequences, in particular within the context of building a fair and proper legal status at the legislative level for those categories of workers involved in overcoming the consequences of such emergencies, not only employees of the SES and the police, but also of critical infrastructure, transport, healthcare, and trade. …”
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Remote Sensing Change Detection by Pyramid Sequential Processing With Mamba by Jiancong Ma, Bo Li, Hanxi Li, Siying Meng, Ruitao Lu, Shaohui Mei

“…The results demonstrate that our approach consistently delivers state-of-the-art performance, surpassing other cutting-edge methods by a significant margin. The source code is available at <uri>https://github.com/Band-127/Pyramid-Mamba-CD</uri>.…”
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