Joint Channel Allocation and Power Control Based on Long Short-Term Memory Deep Q Network in Cognitive Radio Networks by Zifeng Ye, Yonghua Wang, Pin Wan

“…In this paper, we propose a novel joint approach based on long short-term memory deep Q network (LSTM-DQN). Our objective is to obtain the channel allocation schemes of the access points (APs) and the power control strategies of the secondary users (SUs). …”
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Clinical characteristics and predictive biomarkers of intensive care unit-acquired weakness in patients with cardiogenic shock requiring mechanical circulatory support by Tae Higuchi, Tomomi Ide, Takeo Fujino, Takeshi Tohyama, Yuta Nagatomi, Tomoyuki Nezu, Masataka Ikeda, Toru Hashimoto, Shouji Matsushima, Keisuke Shinohara, Masaaki Nishihara, Takeshi Iyonaga, Tomohiko Akahoshi, Tomoki Ushijima, Akira Shiose, Shintaro Kinugawa, Hiroyuki Tsutsui, Kohtaro Abe

Subjects: “…Cardiogenic shock…”
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Effects of Two Salts Compounds on Mycelial Growth, Sporulation, and Spore Germination of Six Isolates of Botrytis cinerea in the Western North of Algeria by Boualem Boumaaza, Mohamed Benkhelifa, Moulay Belkhoudja

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Diagnostic accuracy of drooling, reluctance, oropharynx, others, and leukocytosis score as a predictor of mortality and complications following acute corrosive ingestion by Fawaz Poonthottathil, Soorya Suresh, Jamshed Nayer, Praveen Aggarwal

Subjects: “…others and leukocytosis score…”
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Impact of Resuscitated Cardiac Arrest in the Brain-dead Donors on the Outcome of Liver Transplantation: A Retrospective and Propensity Score Matching Analysis by Shengmin Mei, MD, Jie Xiang, MD, Li Wang, MD, Yuan Xu, MD, Zhiwei Li, MD

“…A retrospective review of data from the Scientific Registry of Transplant Recipients between 2003 and 2022 was conducted. Propensity score matching was performed to minimize confounding effects. …”
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Prognostic value of the controlling nutritional status (CONUT) score in patients with diffuse large B-cell lymphoma: a meta-analysis by Jinqiang Zhao, Ying Wu

Subjects: “…Controlling nutritional status (CONUT) score…”
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A Short Turning Strategy for Train Scheduling Optimization in an Urban Rail Transit Line: The Case of Beijing Subway Line 4 by Miao Zhang, Yihui Wang, Shuai Su, Tao Tang, Bin Ning

“…This paper considers the train scheduling with short turning strategy for an urban rail transit line with multiple depots. …”
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Lyophilized B. subtilis ZB183 Spores: 90-Day Repeat Dose Oral (Gavage) Toxicity Study in Wistar Rats by B. Appala Naidu, Kamala Kannan, D. P. Santhosh Kumar, John W. K. Oliver, Zachary D. Abbott

“…A 90-day repeated-dose oral toxicological evaluation was conducted according to GLP and OECD guidelines on lyophilized spores of the novel genetically modified strain B. subtilis ZB183. …”
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Structural analysis and development of a short form of the Test Anxiety Inventory – Spanish version (TAI-S) in college students from Lima by Sergio Alexis Dominguez-Lara, Freddy De la Cruz-Contreras

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Challenges in classifying human chromosomal heteromorphisms using banding cytogenetics: From controversial guidelines to the need for a universal scoring system by Sílvia Pires, Paula Jorge, Thomas Liehr, Natália Oliva-Teles

“…This review highlights the need for a universal scoring system, which is essential for scientific reproducibility and the accurate identification and clinical evaluation of human CHs.…”
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An Easy and Quick Risk-Stratified Early Forewarning Model for Septic Shock in the Intensive Care Unit: Development, Validation, and Interpretation Study by Guanghao Liu, Shixiang Zheng, Jun He, Zi-Mei Zhang, Ruoqiong Wu, Yingying Yu, Hao Fu, Li Han, Haibo Zhu, Yichang Xu, Huaguo Shao, Haidan Yan, Ting Chen, Xiaopei Shen

“…ResultsUsing only vital signs and rapid arterial blood gas test features according to feature importance, we constructed the Septic Shock Risk Predictor (SORP), with an area under the curve (AUC) of 0.9458 in the test set, which is only slightly lower than that of the optimal multi-feature complex model (0.9651). …”
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Adipocytes from New Zealand Obese Mice Exhibit Aberrant Proinflammatory Reactivity to the Stress Signal Heat Shock Protein 60 by Tina Märker, Jennifer Kriebel, Ulrike Wohlrab, Volker Burkart, Christiane Habich

“…As the stress protein heat shock protein 60 (Hsp60) induces proinflammatory adipocyte activities, we hypothesized that adipocytes of diabetes-predisposed mice exhibit an increased proinflammatory reactivity to Hsp60. …”
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Prevalence and predictors of short stature in children aged 3–18 years in Hainan Province, China: a cross-sectional study by Mi Yan, Mi Yan, Yingying Qin, Yingying Qin, Hongai Li, Chuican Huang, Haidan Li, Li Liu, Yuhua Cai, Lichun Fan, Wei Xiang, Xiaoyan Huang, Xiaoyan Huang

Subjects: “…short stature…”
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Identification and Validation of a Novel Immune Infiltration-Based Diagnostic Score for Early Detection of Hepatocellular Carcinoma by Machine-Learning Strategies by Xuli Guo, Hailin Xiong, Shaoting Dong, Xiaobing Wei

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Validity and Reliability of Short-Form McGill Pain Questionnaire-2 (SF-MPQ-2) in Iranian People with Parkinson’s Disease by Maryam Mehdizadeh, Seyed-Mohammad Fereshtehnejad, Sepide Goudarzi, Ainaz Moshtagh, Farzaneh Dehghanian Nasrabadi, Sayed Amir Hasan Habibi, Ghorban Taghizadeh

“…Evaluations are done using pain assessment scales such as the Short-Form McGill Pain Questionnaire-2 (SF-MPQ-2). …”
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The Use of Machine Learning to Create a Risk Score to Predict Survival in Patients with Hepatocellular Carcinoma: A TCGA Cohort Analysis by Samer Tohme, Hamza O Yazdani, Amaan Rahman, Sanah Handu, Sidrah Khan, Tanner Wilson, David A Geller, Richard L Simmons, Michele Molinari, Christof Kaltenmeier

“…Next, CTA results were used for creation of the scoring system. Cox regression was performed to identify the prognostic value of the scoring system. …”
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Growth and Productivity Assessment of Short-Duration Rice (Oryza sativa L. and Upland NERICA) Genotypes in Semiarid North-Central Namibia by Simon K. Awala, Kudakwashe Hove, Vistorina Shivute, Johanna S. Valombola, Pamwenafye I. Nanhapo, Yoshihiro Hirooka, Osmund D. Mwandemele, Morio Iijima

“…A field experiment was carried out at the University of Namibia-Ogongo Campus during the 2016/2017 and 2017/2018 cropping seasons to assess the growth and yield of rice genotypes. Twelve short-duration rice genotypes, nine from the International Rice Research Institute (IRRI) and three locally grown upland NERICA genotypes, were used. …”
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Efficacy and Safety of Single-Session Radiofrequency Ablation in Treating Benign Thyroid Nodules: A Short-Term Prospective Cohort Study by Van Bang Nguyen, Thi Xuan Nguyen, Van Vy Hau Nguyen, Hai Thuy Nguyen, Dinh Toan Nguyen, Chi Van Le

“…The therapeutic success rate was 30.8% at 1-month and 84.6% at 3-month follow-ups. Symptom score and cosmetic score improved significantly. …”
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Functional Outcome (Short Term) of Modular Cementless Bipolar HemiArthroplasty (Hydroxyapatite-Coated Stem) for Fracture Neck of Femur in the Elderly by Navin K. Shukla, Lata Keshkar, Jayanta Mukherjee, Ratnesh Kumar, Shivendra Singh, Alok C. Agrawal

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Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory by Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

“…This integration allows for better capturing of both short-term and long-term dependencies in the input sequences. …”
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