Deep learning in microbiome analysis: a comprehensive review of neural network models by Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, Jaak Truu, Enrique Carrillo De Santa Pau, Mikhail Kolev, Mikhail Kolev, Irina Naskinova, Aleksandra Gruca, Alexia Sampri, Alexia Sampri, Marcus Frohme, Alina Nechyporenko, Alina Nechyporenko

“…We examine how these models are being applied to solve key problems and highlight potential pathways to overcome current limitations, emphasizing the transformative impact DL could have on the field moving forward.…”
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When is “convenient time” for residents?: a trial of Resident Study Log as asynchronous learning tool for residents by Tadayuki Hashimoto, Shoko Ariyoshi, Taira Ariyoshi, Ryosuke Horitani, Mohammad Adrian Hasdianda, Kanapa Kornsawad, Shunsuke Kosugi, Makoto Kikukawa, Tomio Suzuki

“…Asynchronous online learning allows residents to engage with educational content at a time convenient for them, accommodating their demanding schedules. This study aims to reveal how residents approach asynchronous online learning during their residency training.Methods The Resident Study Log, an asynchronous learning tool, was introduced in a teaching hospital in Japan. …”
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Co-creation of a gender responsive TB intervention in Nigeria: a researcher-led collaborative study by Chukwuebuka Ugwu, Oluwatoyosi Adekeye, Beate Ringwald, Rachael Thomson, Obioma Chijioke-Akaniro, Chukwuma Anyaike, S Bertel Squire, John Bimba, Tom Wingfield

“…The stakeholders placed significant considerations on the synergy between interventions and their programmatic sustainability when making their final choices. Consequently, a complex intervention package comprising three components was developed. …”
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Modelling district heating demand: A synthetic dataset for two residential neighbourhoodsZenodo by Katia Ritosa, Ina De Jaeger, Dirk Saelens, Staf Roels

“…Generated datasets are the following, one 1) representing low-performing building stock from before the deployment of the Energy Performance of Buildings Directive (EPBD) (2006), and the other 2) reflecting high-performing stock constructed after 2006. …”
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Poly-Systemic Analysis of Military Students’ Discipline by L. Ya. Dorfman, A. V. Dubrovsky, A. P. Andrunik, E. A. Tsariev, V. N. Lyadov

“…Compared to the other two models, the advantage of composite model was justified. …”
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Correlation of irisin with lipid profile in type 2 diabetes mellitus by Wahengbam Diana Devi, Oinam Prabita Devi, Ursula Khwairakpam, Takhelmayum Paras Singh

“…Aims and Objectives: Our study aimed to estimate the levels of serum irisin, lipid profile, and fasting blood sugar (FBS) in T2DM cases and healthy controls and to find any correlation among them. Materials and Methods: We conducted a case–control study on 40 T2DM patients and 40 healthy controls. …”
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Trend analysis of precipitation and temperature in Lahaul-Spiti district, Himachal Pradesh, India by Pankaj Kumar, Dhanjit Deka, Md. Arif Husain, Manish Kumar, Pandurang Choudhari, Shipra Singh, Azka Kamil, Abhishek Banerjee

“…Thus, it is crucial to continuously monitor the trends in temperature and precipitation.…”
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Relationship Between Sedentary Lifestyle, Physical Activity and Stress in University Students and Their Life Habits: A Scoping Review with PRISMA Checklist (PRISMA-ScR) by Mariasole Antonietta Guerriero, Anna Dipace, Antonietta Monda, Antonella De Maria, Rita Polito, Giovanni Messina, Marcellino Monda, Marilena di Padova, Angelo Basta, Maria Ruberto, Emanuele Capasso, Fiorenzo Moscatelli, Pierpaolo Limone

“…Universities should propose physical activity programs in several forms to enable students to choose the most appropriate one and keep them active.…”
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Individualized autoregulation-guided arterial blood pressure management in neurocritical care by Jonathan R. Gomez, Bhagyashri U. Bhende, Rohan Mathur, L. Fernando Gonzalez, Vishank A. Shah

“…Many guidelines recommend universal static ABP targets; however, in patients with altered CA, these targets may make them susceptible to hypoperfusion and further neurological injury. …”
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Determinants of family planning services uptake among women within the reproductive age in the Yendi municipality in Northern Ghana by Iddrisu Sulemana, Collins Gbeti, Maxwell Dalaba, Adadow Yidana, Gifty Apiung Aninanya

“…Data was analysed using SPSS v27 in descriptive and inferential statistics. More than half of the respondents (54.3%) said they had ever used a family planning method and almost half of them said they were still using a family planning method. …”
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Efficacy of Anakinra for Various Types of Crystal-Induced Arthritis in Complex Hospitalized Patients: A Case Series and Review of the Literature by A. Aouba, S. Deshayes, L. Frenzel, A. Decottignies, C. Pressiat, B. Bienvenu, F. Boue, G. Damaj, O. Hermine, S. Georgin-Lavialle

“…We retrospectively analyzed the outcome of six patients affected with subacute crystal-induced arthritis who had received anakinra in second or third line therapy, including three patients with crowned dens syndrome and three others with gouty arthritis. …”
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The role of partial splenic artery embolization in the management of refractory esophageal variceal bleeding due to portal vein thrombosis by Büşra Tetik Dinçer, Nafiye Urgancı, Aylin Hasanefendioğlu Bayrak, Özlem Durmaz, İlgin Özden

“…The patient's body weight was 15.5 kg (50-75th percentile, 0.69 SDS) and height was 96 cm (50-75th percentile, 0.27 SDS). …”
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Virtual reality and speech analysis for the assessment of impulsivity and decision-making: protocol for a comparison with neuropsychological tasks and self-administered questionnai... by Marta Ruiz, Maria Luisa Barrigon, Antonio Artes, Philippe Courtet, Enrique Baca-Garcia, Jorge Lopez-Castroman, Santiago de Leon-Martinez, Elena Parra-Vargas, Irene Chicchi-Giglioli, Alejandro Albán Porras-Segovia

“…Our sample will consist of adults divided into three groups: psychiatric outpatients with a history of suicidal thoughts and/or behaviours, psychiatric outpatients without such a history and healthy volunteers. …”
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Fermentable oligosaccharides, disaccharides, monosaccharides, and polyols (FODMAPs) and mortality among survivors of liver cirrhosis: a prospective cohort study by Danial Fotros, Azita Hekmatdoost, Fereshteh Pashayee-khamene, Sara Karimi, Saleheh Ahmadzadeh, Mehdi Saberifiroozi, Behzad Hatami, Zahra Yari

“…The study classified participants into three groups based on their FODMAPs consumption and assessed the risk of mortality using Cox proportional hazards regression models. …”
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Comparison of Machine Learning Methods and Conventional Logistic Regressions for Predicting Gestational Diabetes Using Routine Clinical Data: A Retrospective Cohort Study by Yunzhen Ye, Yu Xiong, Qiongjie Zhou, Jiangnan Wu, Xiaotian Li, Xirong Xiao

“…Overall, the GBDT model performed best (AUC 0.74, 95% CI 0.71-0.76) among the machine learning methods, with negligible differences between them. Fasting blood glucose, HbA1c, triglycerides, and BMI strongly contributed to GDM. …”
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Staphylococcus aureus induces mitophagy via the HDAC11/IL10 pathway to sustain intracellular survival by Yaji Yang, Haotian Zhou, Feilong Li, Yanhao Zhang, Jianye Yang, Yidong Shen, Ning Hu, Quanming Zou, Leilei Qin, Hao Zeng, Wei Huang

“…Abstract Background The immune evasion and prolonged survival of Staphylococcus aureus (S. aureus) within macrophages are key factors contributing to the difficulty in curing osteomyelitis. …”
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Assessment of the influence of gap wall mobility factor at calculation of leakage in working section of a scroll compressor. Part 2 by V. A. Pronin, A. V. Kovanov, V. A. Tsvetkov, E. N. Mikhailova, P. A. Belov

“…At the same time, the real properties of the working medium, characterized by the compressibility coefficient, play an important role in the nature of leakage. Thus, in this article the task of creating a mathematical model adequate to the actual process of compression and allowing to estimate the degree of influence of the slit walls mobility on the leakage through them is set. …”
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Assessment of Treatment Outcomes and Associated Factors Among Pediatric Patients With Burkitt Lymphoma at Kenyatta National Hospital by Divya Kumari Toor, Amsalu Degu, Peter N. Karimi

“…Of the 75 patients studied, 24% (18) of them were died. The 5‐year overall survival rate was 70%, and most patients had stable disease during the follow‐up period. …”
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Maternal singing and speech have beneficial effects on preterm infant’s general movements at term equivalent age and at 3 months: an RCT by Manuela Filippa, Gianluca Filippa, Elisa Della Casa, Alberto Berardi, Odoardo Picciolini, Sara Chiara Meloni, Clara Lunardi, Alessandra Cecchi, Alessandra Sansavini, Luigi Corvaglia, Luigi Corvaglia, Didier Grandjean, EVC Group, Fabrizio Ferrari

“…BackgroundGeneral Movements (GMs) are part of the spontaneous movement repertoire and assessing them helps to determine the integrity of the central nervous system in newborns. …”
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Clinical Comorbidities and Videourodynamic Characteristics of Dysfunctional Voiding in Women by Cheng-Ling Lee, Yuan-Hong Jiang, Jia-Fong Jhang, Tien-Lin Chang, Jing-Hui Tian, Hann-Chorng Kuo

“…<b>Results:</b> In total, 216 women were retrospectively analyzed. Among them, 188 (88.3%) presented with storage symptoms and 130 (61.0%) with voiding symptoms. …”
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