An AI recognition method for children's clinical operative pain by skin potential (SP) signal by Mingxuan Huang, Cangcang Fu, Linbo Chui, Jiadong He, Xiaozhi Wang, Jikui Luo, Bin Wu, Yonggang Chen, Shaohua Hu, Jihua Zhu, Yubo Li

“…The random forest (RF) algorithm emerged as the best, demonstrating significant performance in pain recognition with an accuracy of 80.3 % and a sensitivity of 92 %. The SP signals generated by children of different genders, ages, and needling positions during indwelling needle puncture were accurately recognized. …”
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Hydrogel and scalp/skin conductivities impact dose from tumor treating fields by Edwin Lok, Edwin Lok, Olivia Liang, Olivia Liang, Monika Haack, Eric T. Wong, Eric T. Wong, Eric T. Wong

“…Electric field-volume, specific absorption rate–volume, and current density-volume histograms were generated, by which plan quality metrics were used to evaluate relative differences in field coverage between models at various hydrogel and skin conductivities.ResultsBy varying conductivity of hydrogel, TTFields coverage at GTV or CTV increased up to 0.5 S/m for head and 1.0 S/m for thorax and pelvis models, and no additional increase was observed beyond these saturation points. …”
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Development and Validation of the Stability of p-SCN-Bn-Df via the Reversed-Phase Chromatography Method: Practical Experiences by Anjli Shrivastav, Mohd. Faheem, Vaibhav Pandey, Manish Dixit

“…This study is useful for the evaluation of p-SCN-Bn-Df QC parameters and chelation rates with different radioisotopes e.g., Zirconuim-89 (Zr-89).…”
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Unjuk Kerja GPIO, PWM, ADC dan Timer pada Mikrokontroler STM32F103, ESP32S dan ATMega328 by Fatkhur Rohman, Nurhadi Nurhadi, Mira Esculenta Martawati

“…This research also proves that the FreeRTOS integration on the Arduino Framework can function optimally even though the microcontroller runs on 2 different tasks on 2 CPU cores that work in parallel. …”
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Incorporation of liver chemistry score in predicting survival of liver‐involved advanced gastric cancer patients who received palliative chemotherapy by Ying Feng, Cheng Zhang, Zhijun Wu, Hui Xu, Xiaopeng Zhang, Chong Feng, Jingyi Shao, Minmin Xie, Yahui Yang, Yi Zhang, Tai Ma

“…LASSO regression analysis in development cohort finally reached a two‐parametric LCS calculated on AST and ALP levels as 0.03343515 × ln (AST, U/L) + 0.02687997 × ln (ALP, U/L), and 0.232 was set as optimal cutoff value. Patients in low (LCS < 0.232) or high (LCS ≥ 0.232) score group experienced different survival times; median OS was 13.54 (95% CI: 11.1–15.6) months in the low LCS group and 7.3 (6.6–9.3) months in the high LCS group (p < 0.001). …”
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Effectiveness of clindamycin-based exposure strategies in experimental mature staphylococcal biofilms by S. C. J. van Dun, M. Verheul, B. G. C. W. Pijls, H. Scheper, A. M. van der Does, P. H. Nibbering, M. G. J. de Boer

“…We aimed to investigate the effect of clindamycin in different exposure strategies against Staphylococcus aureus in an in vitro mature biofilm model. …”
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Using Natural Language Processing to Explore Patient Perspectives on AI Avatars in Support Materials for Patients With Breast Cancer: Survey Study by Eleanor Cheese, Raouef Ahmed Bichoo, Kartikae Grover, Dorin Dumitru, Alexandros Zenonos, Joanne Groark, Douglas Gibson, Rebecca Pope

“…MethodsA survey was sent to 400 patients who had completed the breast cancer treatment pathway, and 98 (24.5%) free-text responses were received for the question “Any comments or suggestions to improve its [the video’s] contents?” We applied and evaluated different NLP machine learning techniques to draw insights from these unstructured data, namely sentiment analysis, topic modeling, summarization, and term frequency–inverse document frequency word clouds. …”
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Minor variant detection in amplicons using 454 massive parallel pyrosequencing: experiences and considerations for successful applications by Ina Vandenbroucke, Herwig Van Marck, Peter Verhasselt, Kim Thys, Wendy Mostmans, Stéphanie Dumont, Veerle Van Eygen, Katrien Coen, Marianne Tuefferd, Jeroen Aerssens

“…Ultra-deep sequencing (UDS) of amplicons is a major application for next-generation sequencing tech nologies, even more so for the 454 Genome Sequencer FLX. …”
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Assessment of the applied potential of sludge-derived hydrochar in terms of process parameters and product properties by Zhang, Chuang, Wang, Bingyu, Wang, Jixiang, Rong, Shaopeng,  Xie, Huifang, Qu, Hongxia, Feng, Yanfang

“…When the moisture content of sludge was 80.3%, the energy recoverable by hydrochars could be sufficient for the material to be heated up to phase transition. Evaluations of sludge characteristics in different regions and treatment processes were conducted, allowing HTC process parameters to be optimized in correlation with future resource utilization approaches. …”
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Optimisation of Criminal Data Clustering Model using Information Gain by Prih Diantono Abda’u, Ratih Hafsarah Maharrani, Muhammad Nur Faiz, Oman Somantri

“…Furthermore, the number of clusters generated is evaluated using the Davies-Bouldin Index (DBI). …”
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Global path planning algorithm for mining vehicles integrating simplified visibility graph and A* algorithm by ZHANG Chuanwei, LU Siyan, QIN Peilin, ZHOU Rui, ZHAO Ruiqi, YANG Jiajia, ZHANG Tianle, ZHAO Cong

“…Based on the construction of a point cloud map of the real environment, the algorithm connected the vehicle's visual tangent points from different viewpoints to dynamically generate the SVG. …”
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Clinical decision support for pharmacologic management of treatment-resistant depression with augmented large language models by Roy H. Perlis, Pilar F. Verhaak, Joseph Goldberg, Cristina Cusin, Michael Ostacher, Gin S. Malhi, Carlos A. Zarate, Richard C. Shelton, Dan V. Iosifescu, Mauricio Tohen, Manish Kumar Jha, Martha Sajatovic, Michael Berk

“…Background: We evaluated whether a large language model could assist in selecting psychopharmacological treatments for adults with treatment-resistant depression. …”
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Ecological dichotomies of solar energy expansion: resilience in arid regions versus fragility in humid ecosystems by Jianhua Xiao, Panxing He, Yong Li, Mingjie Shi, Yang Li, Jun Ma

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Intranasal trivalent candidate vaccine induces strong mucosal and systemic immune responses against Neisseria gonorrhoeae by Qin Lu, Hui Yang, Hui Yang, Yanfeng Peng, Yanfeng Peng, Zeling Dong, Zeling Dong, Pujing Nie, Pujing Nie, Guangli Wang, Guangli Wang, Shilu Luo, Shilu Luo, Xun Min, Xun Min, Jian Huang, Jian Huang, Meirong Huang

“…Our findings suggest that recombinant multivalent vaccines targeting N. gonorrhoeae exhibit advantages in protective efficacy compared to monovalent vaccines, and future research on multivalent vaccines should focus on optimizing different antigen combinations.…”
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Aircraft Acquisition Post-Pandemic: Human vs. AI Perspectives using Multi-Criteria Decision Methods by Rizki Akbar Prasetya, Akhmad Hidayatno

“…However, a Mann-Whitney U test (p = 0.689) confirms that these differences are not statistically significant. Notably, both approaches converge on the same optimal choice—the A321neo—highlighting the potential of AI to augment, rather than replace, human decision-making in complex procurement scenarios.…”
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Proposing a template for selecting the coordinates of laboratory standards for executive management of the country. by mohammad hasan Izadparast, ali asghar pourezzat, Alireza Amirkabiri

“…A policy refers to decisions and resolutions that determine the course of government action and include the stages of formulation, implementation, and evaluation (Kern & Rogge, 2018). These policies can have many positive and negative effects at the organizational and societal levels, the dimensions of which far exceed initial expectations and predictions, and may last for years and even generations (Jordan & Huitema, 2014). …”
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A secure end-to-end communication framework for cooperative IoT networks using hybrid blockchain system by Suresh Babu Erukala, Dimitar Tokmakov, Anoosha Perumalla, Rajesh Kaluri, Anna Bekyarova-Tokmakova, Nevena Mileva, Slavi Lubomirov

“…The fog servers will maintain a private blockchain as a next-generation public key infrastructure to identify and authenticate the IoT’s edge devices. …”
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Optimising photovoltaic modules for indoor energy-harvesting systems by Austin M Kay, Shimra N Ahmed, Nicholas Burridge, Drew B Riley, Ardalan Armin, Oskar J Sandberg, Zaid Haymoor, Matthew J Carnie, Paul Meredith, Gregory Burwell

“…In this work, we use thermodynamic principles to model power generation in indoor PV modules based on inorganic, perovskite, and organic semiconductors, before evaluating the efficiency of the whole energy-harvesting system. …”
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Experimental study of flow characteristics in hydrodynamic and aerodynamic L-shaped and U-shaped oscillating water column chambers by Eko Supriyanto, Ahmad Taufiqur Rohman, Arga Iman Malakani, Irfan Yahya Ikhsanudin, Agus Wibowo, Muchammad Taufiq Suryantoro, Ahmad Musthofa, Respatya Teguh Soewono, Muhammad Penta Helios, Ariyana Dwiputra Nugraha, Deendarlianto, Adnan Sandy Dwi Marta

“…Key parameters, including free surface elevation, airflow velocity, and pressure differences, were measured to evaluate chamber performance. …”
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Prioritized Experience Replay–Based Path Planning Algorithm for Multiple UAVs by Chongde Ren, Jinchao Chen, Chenglie Du

“…In complex environments, the path planning problem, which is a multiconstraint combinatorial optimization problem and hard to settle, requires considering numerous constraints and limitations and generates the best paths for each UAV to accomplish group tasks. …”
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