Embedded feature selection using dual-network architecture by Abderrahim Abbassi, Arved Dörpinghaus, Niklas Römgens, Tanja Grießmann, Raimund Rolfes

“…Feature selection is essential for eliminating noise, reducing redundancy, simplifying computational complexity, and lowering data collection and processing costs. …”
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A Rare Case Report of a Large Dentigerous Cyst in the Maxillary Sinus Associated With an Ectopic Maxillary Third Molar by Marika Ramishvili, Leila Atskvereli, Giorgi Menabde, Marika Zurmukhtashvili, Sopio Samkharadze, Giorgi Dugashvili, Luc Marks

“…This report discusses a rare case of a 58-year-old male who presented with chronic right maxillary sinusitis, intermittent facial pain, and purulent nasal and oral discharge. Radiological evaluation, including cone beam computed tomography (CBCT), revealed a completely opacified right maxillary sinus containing an ectopic maxillary molar. …”
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Neuropharmacological profile of new thiazepinone and thiazolidinone compounds designed by virtual screening by Juan Sebastian Carrero-Sandoval, Paola Andrea Cuervo-Prado, Fabian Orozco-Lopez, Christian Alonso Becerra-Rivas, Estefany Arias-Quiroz, Mario Francisco Guerrero-Pabón

“…Abstract To evaluate the neuropharmacological profile of new spiro thiazepinone and thiazolidinone compounds in CD1 mice after a computer-aided virtual screening based on a GABA-A/BZD site. …”
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Development of a scenario-based fuzzy robust decision support system by Safar Fazli, Ali Niknam

“…In one case, after choosing several alternative decisions, you can write the scenarios that affect them and evaluate the decisions. Otherwise, you can first write different scenarios and then test alternative decisions in those scenarios and choose the optimal decision as the robust decision. …”
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Indian Council of Medical Research consensus document for the management of gastrointestinal stromal tumors by Shailesh V Shrikhande, Bhawna Sirohi, Savio G Barreto, Raju T Chacko, Purvish M Parikh, Jeremy Pautu, Supreeta Arya, Prachi Patil, Srinivas C Chilukuri, B Ganesh, Tanvir Kaur, Deepak Shukla, Goura Shankar Rath

“…The recommendations apply to treatment of GIST.Evaluation of a patient with newly diagnosed GIST should include essential tests: A standard white light endoscopy with 6-8 biopsies (c-KIT testing on immunohistochemistry) from the tumor for confirmation of the diagnosis, a computed tomography (CT) scan (multi-detector or helical) of the abdomen and pelvis for staging with a CT chest or chest X-ray, and complete blood counts, renal function tests and liver function tests. …”
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Orthogonal Adversarial Deep Reinforcement Learning for Discrete- and Continuous-Action Problems by Kohei Ohashi, Kosuke Nakanishi, Nao Goto, Yuji Yasui, Shin Ishii

“…This approach allows for the use of relatively large adversarial perturbations during training, resulting in more robust policies without significant computational overhead. We evaluate our technique on benchmarks for both discrete and continuous action domains, including Atari 2600 and PyBullet, by integrating it into popular DRL methods such as deep Q-network (DQN), deep deterministic policy gradient (DDPG), and soft actor-critic (SAC). …”
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Optimization of Airflow Organization in Bidirectional Air Supply Data Centers in China by Yixin Wu, Junwei Yan, Xuan Zhou

“…To address common airflow distribution issues in air-cooled systems, such as uneven air supply and cooling capacity imbalance, this study investigates a bidirectional airflow data center room located in a hot-summer and warm-winter region. A computational fluid dynamics (CFD) model was developed based on field-measured data to analyze the airflow distribution characteristics and evaluate the existing thermal conditions. …”
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A Fusion Dimension Reduction Method for the Features of Surface Electromyographic Signals by Luyao Ma, Qing Tao, Xiaodong Zhang, Qingzheng Chen

“…And the highest comprehensive evaluation index can reach 0.9958. This paper also compares the new method with three commonly used dimensionality reduction methods. …”
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Local and global sensitivity analysis of key durability parameters of concrete under chloride environment by Lingjie Wu, Chengjian Yu, Fenfei Shi, Xuping Ni

“…While the OAT method yields conservative sensitivity estimates by neglecting interactions, the EFAST and Sobol methods quantify higher-order nonlinear coupling effects, with EFAST showing superior computational efficiency and interaction resolution. …”
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Stakeholder Partnerships in AI-Driven Economic Models for Sports Management by Akhmatov Makhmud, Shukurova Sayyora, Boymatov Khabib

“…The paper attempts to move forward research in AI-driven economic models for sports management from theoretical, empirical, and computational contexts to emerging stakeholder partnership frameworks that address current industry challenges. …”
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Indian Council of Medical Research consensus document for the management of gall bladder cancer by Hari Shankar Shukla, Bhawna Sirohi, Anu Behari, Atul Sharma, Jahar Majumdar, Manomoy Ganguly, Mallika Tewari, Sandeep Kumar, Sunil Saini, Peush Sahni, Tomcha Singh, Vinay Kumar Kapoor, V Sucharita, Tanvir Kaur, Deepak Kumar Shukla, Goura Kishor Rath

“…All "incidental" gall bladder cancers (GBCs) picked up on histopathological examination should have an expert opinion. Evaluation of a patient with early GBC should include essential tests: A computed tomography (CT) scan (multi-detector or helical) of the abdomen and pelvis for staging with a CT chest or chest X-ray, and complete blood counts, renal and liver function tests. magnetic resonance imaging/positron emission tomography (PET)-CT are not recommended for all patients. …”
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Dynamic gold rush optimizer: fusing worker adaptation and salp navigation mechanism for enhanced search by Yanhua Zhang, Oluwatayomi Rereloluwa Adegboye, Afi Kekeli Feda, Ephraim Bonah Agyekum, Pankaj Kumar

“…A comprehensive experimental evaluation was conducted using benchmark functions from the Congress on Evolutionary Computation (CEC) CEC2013 and CEC2020 test suites across 30 and 50-dimensional spaces, alongside seven complex engineering optimization problems. …”
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Comparability of cardiovascular risk assessment according to the SCORE and the coronary artery calcium score (Agatston score) by A. S. Safaryan, V. A. Vygodin, D. V. Nebieridze, K. V. Nikonova

“…To determine whether the Systematic Coronary Risk Evaluation (SCORE) level corresponds to the coronary artery calcium (CAC) score (Agatston score).Material and methods. …”
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Indian Council of Medical Research consensus document for the management of gastric cancer by Shailesh V Shrikhande, Bhawna Sirohi, Savio G Barreto, Raju T Chacko, Purvish M Parikh, Jeremy Pautu, Supreeta Arya, Prachi Patil, Srinivas C Chilukuri, B Ganesh, Tanvir Kaur, Deepak Shukla, Goura Shankar Rath

“…The document is based on consensus among the experts and best available evidence pertaining to Indian population and is meant for practice in India. Evaluation of a patient with newly diagnosed gastric cancer should include essential tests: A standard white light endoscopy with multiple biopsies from the tumor for confirmation of the diagnosis, a computed tomography (CT) scan (multi-detector or helical) of the abdomen and pelvis for staging with a CT chest or chest X-ray, and complete blood counts, renal and liver function tests. …”
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Analysis of energy balance and global warming potential in tangerine (Citrus tangerina Tanaka) orchards versus soybean (Glycine max (L.) Merr.) production system by Seyed Saeed HOSSEINI, Hassan FEIZI, Hamed KAVEH, Hossein SAHABI

“…With the aim of evaluation and comparison of the greenhouse gas emissions from soybean and tangerine production in Golestan province, Iran, a pilot experiment was carried out. …”
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Feature enhanced cascading attention network for lightweight image super-resolution by Feng Huang, Hongwei Liu, Liqiong Chen, Ying Shen, Min Yu

“…To validate FECAN’s effectiveness, we evaluate it with different complexities by stacking different numbers of high-frequency enhancement modules (HFEM) that contain FECA. …”
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Classification of Diseases in Oil Palm Leaves Using the GoogLeNet Model by Asmah Indrawati, Abdul Rahman, Erwin Pane, Muhathir

“…The classification experiments were executed across 16 trials, each capped at a computational timeframe of 10 minutes, and the predominant duration spanned from 2 to 7 minutes. …”
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The Role of Artificial Intelligence in Sports Analytics: A Systematic Review and Meta-Analysis of Performance Trends by Przemysław Pietraszewski, Artur Terbalyan, Robert Roczniok, Adam Maszczyk, Kajetan Ornowski, Daria Manilewska, Szymon Kuliś, Adam Zając, Artur Gołaś

“…Nevertheless, several challenges were identified, including lack of standardization in model evaluation, limited algorithmic transparency, and difficulties in generalizing findings from controlled laboratory environments to real-world competitive settings. …”
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TEBS: Temperature–Emissivity–Driven band selection for thermal infrared hyperspectral image classification with structured State-Space model and gated attention by Enyu Zhao, Nianxin Qu, Yulei Wang, Caixia Gao, Jian Zeng

“…However, the high spectral redundancy in TIR-HSIs often leads to increased computational complexity and potential performance degradation. …”
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Analysis of Surrounding Rock Stability Based on Refined Geological and Mechanical Parameter Modeling—A Case Study by Guangzhi Chai, Yong Zhao, Tianhong Yang, Qianbai Zhao, Shihui Jiao, Jinduo Li

“…This method allows for a realistic inversion of in situ rock mass mechanical conditions, overcoming the limitations inherent in assigning uniform parameters. Finally, the computed rock mass mechanical parameters are assigned to the refined computational model to conduct rock mass stability analysis. …”
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