Using Deep Learning to Identify High-Risk Patients with Heart Failure with Reduced Ejection Fraction by Zhibo Wang, Xin Chen, Xi Tan, Lingfeng Yang, Kartik Kannapur, Justin L. Vincent, Garin N. Kessler, Boshu Ru, Mei Yang

“…A sequential model architecture based on bi-directional long short-term memory (Bi-LSTM) layers was utilized. …”
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Real-world experience with TTFields in glioma patients with emphasis on therapy usage by Claudius Jelgersma, Joan Alsolivany, Gülsüm Akkas, David Wasilewski, David Wasilewski, Bastian Gastl, Martin Misch, David Capper, David Capper, David Kaul, David Kaul, Lars Bullinger, Lars Bullinger, Peter Vajkoczy, Julia Onken, Julia Onken, Julia Onken

“…This high-volume, real-world TTFields usage data reveal that the extent of usage falls short of the intended 75%. It highlights the importance of monitoring and promoting adherence to maximize its potential benefits in managing high-grade glioma patients. …”
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Mobile-based in-home telerehabilitation compared with in-hospital face-to-face rehabilitation for elderly patients after total hip arthroplasty in China's level 1 trauma center: a... by Yang Zhou, Yiming Lyu, Qiaojie Wang, Yanhong Ma, Lihua Huang, Xin Zhang, Xin Zhang

“…Patients were evaluated at baseline, 4 weeks, and 12 weeks postoperatively employing functional tests (Timed Up & Go test and Berg balance test) and self-reported questionnaires (Hip disability and Osteoarthritis Outcome Score (HOOS) and Short Form 12 (SF-12)).ResultsThere was no significant difference between the two groups for the demographic and clinical characteristics. 61 participants were analyzed (PT group: n = 31, women: 48.4% of participants; TELE group: n = 30, 33.3% of participants) whose median age was 70 and 69 years, in PT group (IQR: 63–73) and TELE group (IQR: 66–72) respectively. …”
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Assessing the effect of On-site supportive communication training (On-site SCT) on doctor burnout: a randomized controlled trial by K.K. Antonsen, J.D. Lyhne, A.T. Johnsen, S. Eßer-Naumann, L.Ø. Poulsen, L. Lund, S. Timm, L.H. Jensen

“…Conclusions Our findings caution against assuming a causal relationship between short-term interventions and a complex phenomenon like burnout. …”
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Mood Detection from Physical and Neurophysical Data Using Deep Learning Models by Zeynep Hilal Kilimci, Aykut Güven, Mitat Uysal, Selim Akyokus

“…For this purpose, Feedforward Neural Network (FFNN), Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), and Long Short-Term Memory (LSTM) neural network are employed as deep learning methodologies. …”
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The efficacy and safety of remimazolam besylate, ciprofol, and propofol during hysteroscopy by Weifeng Shan, Shuying Gao, Mengting Ai, Haiyan Lan, Gongchen Duan, Xiaoli Dong, Qiaomin Xu, Yini Wu, Jimin Wu

“…Propofol is a classic drug mainly used for short surgeries. This trial was conducted to compare the efficacy and safety of remimazolam besylate, ciprofol, and propofol during hysteroscopic surgeries.MethodsPatients undergoing hysteroscopy were randomly assigned to receive remimazolam besylate (Group R), ciprofol (Group C), or propofol (Group P). …”
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Effective treatment of severe acute pancreatitis and COVID-19 pneumonia with tocilizumab by Piotr Zielecki, Magdalena Kaniewska, Mariusz Furmanek, Tomasz Bulski, Grażyna Rydzewska

“…The most common symptoms are fever, cough, shortness of breath, fatigue, myalgia, and loss of smell and taste [3], but gastrointestinal symptoms like vomiting, diarrhoea, and abdominal pain are also reported [4, 5]. …”
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Adaptive Hierarchical Multi-Headed Convolutional Neural Network With Modified Convolutional Block Attention for Aerial Forest Fire Detection by Md. Najmul Mowla, Davood Asadi, Shamsul Masum, Khaled Rabie

“…AHMHCNN-mCBAM incorporates Gated Recurrent Unit (GRU) and Bidirectional Long Short-Term Memory (BiLSTM) networks for temporal context modeling to further refine classification accuracy. …”
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III International Scientific and Practical Conference “Eagles of the Palearctic: Study and Conservation”, September 24–29, 2023, Almaty Resort Sanatorium, Almaty, Kazakhstan by Igor V. Karyakin, Elvira G. Nikolenko

“…Species of the Сonference: Golden Eagle (Aquila chrysaetos), Imperial Eagle (A. heliaca), Spanish Imperial Eagle (A. adalberti), Steppe Eagle (A. nipalensis), Tawny Eagle (A. rapax), Bonelli’s Eagle (Hieraaetus fasciatus), Greater and Lesser Spotted Eagles (A. clanga, A. pomarina), Booted Eagle (H. pennatus), Mountain Hawk-Eagle (Nisaetus nipalensis), White-Tailed Eagle (Haliaeetus albicilla), Steller’s Sea-Eagle (H. pelagicus), Pallas’s Fish-Eagle (H. leucoryphus), Short-toed Eagle (Circaetus gallicus), Osprey (Pandion haliaetus).  …”
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Steatohepatitis-induced vascular niche alterations promote melanoma metastasis by Johannes Hoffmann, Julia Schüler, Bianca Dietsch, Sina Wietje Kürschner-Zacharias, Carsten Sticht, Felix A. Trogisch, Maren Schreitmüller, Tinja Baljkas, Kai Schledzewski, Manuel Reinhart, Sebastian A. Wohlfeil, Manuel Winkler, Christian David Schmid, Joerg Heineke, Cyrill Géraud, Sergij Goerdt, Philipp-Sebastian Reiners-Koch, Victor Olsavszky

“…Conclusion We discovered that the hepatic vascular niche acts as a delicate sensor to even short-term nutritional alterations during the development of MASLD/MASH. …”
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Genome-Wide Characterization and Expression Analysis of the HD-ZIP Gene Family in Response to Salt Stress in Pepper by Zhongrong Zhang, Ranran Zhu, Xuehua Ji, Hui Ji Li, Hui Lv, Hai Ying Zhang

“…CaHDZ03 possesses two closely linked ABA action elements, and its expression level increased significantly at 4 h under salt stress. qRT-P-CR and transcription analysis showed that the expression of CaHDZ03 and CaHDZ10 was upregulated under short-term salt stress, but CaHDZ10 was downregulated with long-term salt stress, which provided a theoretical basis for research the function of Ca-HDZIP in response to abiotic stress.…”
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Kořeny teorie spravedlivé války: od Platóna ke Grotiovi by Jiří Hutečka

“…The purpose of this article is to bring a short comprehensive (and necessarily selective) survey of the theory’s lineage from its beginnings towards full and systematized form created in Europe in early 17th century. …”
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A Novel, Patient-Specific Mathematical Pathology Approach for Assessment of Surgical Volume: Application to Ductal Carcinoma in situ of The Breast by Mary E. Edgerton, Yao-Li Chuang, Paul Macklin, Wei Yang, Elaine L. Bearer, Vittorio Cristini

“…In accordance with biological observations, our model simulates the diffusion-limited in situ tumors with a relatively short phase of fast initial growth, followed by a prolonged slow-growth phase where tumor size is constrained primarily by the relative weight of cell mitosis and death. …”
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Retrospective cohort study based on the MIMIC-IV database: analysis of factors influencing all-cause mortality at 30 days, 90 days, 1 year, and 3 years in patients with different t... by Xuehui Fan, Jing Xu, Ruixue Ye, Qiu Zhang, Yulong Wang

“…ObjectiveThis study aims to evaluate key factors influencing the short-term and long-term prognosis of stroke patients, with a particular focus on variables such as body weight, hemoglobin, electrolytes, kidney function, organ function scores, and comorbidities. …”
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MATHEMATICAL RATIONALE FOR CREATING AN APPLICATION FOR CONDUCTING RANDOM MEETINGS «COFFEE BREAK» by Vadym Ziuziun, Daniil Osoka

“…This approach is inspired by practices adopted within large companies, where employees use bots in work chat groups to find a partner for a short meeting. These interactions help raise awareness about the activities in other departments and foster informal and professional connections. …”
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An atmospheric correction method for Himawari-8 imagery based on a multi-layer stacking algorithm by Menghui Wang, Donglin Fan, Hongchang He, You Zeng, Bolin Fu, Tianlong Liang, Xinyue Zhang, Wenhan Hu

“…In conclusion, the algorithm developed in this study enables consistent AC for both open and near-shore waters, offering an ideal solution for the AC of Himawari-8 satellite images.…”
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Fecal propionate is a signature of insulin resistance in polycystic ovary syndrome by Sitong Dong, Sitong Dong, Xinrui Yao, Xinrui Yao, Jiao Jiao, Jiao Jiao, Bei Lin, Bei Lin, Bei Lin, Fujie Yan, Xiuxia Wang, Xiuxia Wang, Xiuxia Wang

“…ObjectiveTo investigate the roles of fecal short-chain fatty acids (SCFAs) in polycystic ovary syndrome (PCOS).MethodsThe levels of SCFAs (acetate, propionate, and butyrate) in 83 patients with PCOS and 63 controls were measured, and their relationships with various metabolic parameters were analyzed. …”
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Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study by Salah Bouktif, Akib Mohi Ud Din Khanday, Ali Ouni

“…We proposed a hybrid deep learning–based neural network approach (Bidirectional Encoder Representations from Transformers [BERT]+convolutional neural network [CNN]+long short-term memory [LSTM]) to classify suicidal and nonsuicidal posts. …”
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The efficacy and safety of MARS-PD: Meridian activation remedy system for Parkinson's disease-A single-center, assessor and statistician-blinded, parallel-group randomized, control... by Miso S Park, SangSoo Park, Jie-Yoon Kang, In Chul Jung, HoRyong Yoo

“…Secondary outcomes encompass various assessments, including MDS-UPDRS, International Physical Activity Questionnaire Short Form, Parkinson Self Questionnaire, Parkinson's Disease Sleep Scale, Timed Up and Go test, GAITRite metrics, Functional Near-Infrared Spectroscopy measurements, smart band outcomes, gut microbiome analysis results, and iris connective tissue texture.…”
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Outcomes of total hip replacement in adults with septic arthritis of the native hip joint: A systematic review by Teddy Cheong, Surya Varma Selvakumar, Ryan Kwang Jin Goh, Ing How Moo

“…Re-infection rate and various functional outcomes, measured in terms of the Harris Hip Score (HHS), Visual Analogue Scale (VAS), Merle D'Aubigne and Postel (MAP), Western Ontario, McMaster Universities Arthritis Index (WOMAC) Short Form 12-Item (SF-12) scores, were analyzed. …”
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