A Cross-Machine Intelligent Fault Diagnosis Method with Small and Imbalanced Data Based on the ResFCN Deep Transfer Learning Model by Juanru Zhao, Mei Yuan, Yiwen Cui, Jin Cui

“…Intelligent fault diagnosis (IFD) for mechanical equipment based on small and imbalanced datasets has been widely studied in recent years, with transfer learning emerging as one of the most promising approaches. …”
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TinySurveillance: An Extra Low-Power Event-Based Surveillance Method for UAVs by Arash Farahdel, Alimul H. Khan, Hossein Keshmiri, Khan A. Wahid

“…In this work, an application of wildfire detection and surveillance has been implemented to show the proof of concept of the TinySurveillance method. …”
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Reliability and Quality of Complex Systems by I.E. Starostin, S.I. Gavrilenkov

“…To construct such models of systems of various physical and chemical nature, a method of mathematical prototyping of energy processes was proposed within the framework of mechanics, electrodynamics and modern nonequilibrium thermodynamics, which yields models that do not contradict general physical laws (the laws of thermodynamics, mechanics and electrodynamics) and the physical features of the system under consideration. To implement the equations of the above-mentioned method in numerical form, it is necessary to correctly specify, with an accuracy of experimentally studied constant coefficients, the state function for the properties of substances and processes. …”

Unveiling biogeographical patterns of the ichthyofauna in the Tuichi basin, a biodiversity hotspot in the Bolivian Amazon, using environmental DNA. by Cédric Mariac, Fabrice Duponchelle, Guido Miranda, Camila Ramallo, Robert Wallace, Gabriel Tarifa, Carmen Garcia-Davila, Hernán Ortega, Julio Pinto, Jean-François Renno

“…Our results can be taken into account in conservation and management strategies and could serve as a baseline for future studies, including on other Andean tributaries.…”
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Features of influenza virus hemagglutinin genes and their recoding possibilities by Eugene P. Kharchenko

“…The frequency of CpG dinucleotides in all studied strains is low, but a potential for optimizing it in H1N1 strains due to the prohibition of the quartet in the gene for arginine-encoding codons is especially limited and can be implemented through synonymous codons of other amino acids (alanine, proline, threonine or serine). …”
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Intimate partner violence among women living with HIV in East Africa: a systematic review and meta-analysis by Gossa Fetene Abebe, Melsew Setegn Alie, Amanuel Adugna, Nigusie Shifera, Wubetu Agegnehu, Tewodros Yosef, Desalegn Girma

“…To appraise the included studies, the Joanna Briggs Institute checklist was used. …”
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Telenursing as an Effective Ally for Improving Patient Outcomes in Diabetes? An Umbrella Review by Marika Lo Monaco, Arianna Profeta, Salvatore Corrao

“…Telenursing interventions promoted self‐management behaviours like medication adherence and dietary improvements. While several studies suggested potential cost‐effectiveness, further studies are needed to explore the long‐term economic impact of telenursing on diabetes management. …”
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Pediatric Brain Tumor Risk Associated with Head Computed Tomography: Systematic Literature Review by Dilara R. Kuznetsova, Diana A. Gabdullina, Alina F. Makhmudova, Elena V. Bochkina, Elizaveta O. Platonova, Bogdan O. Zhirnov, Elnara E. Akhmetgareeva, Liliya S. Atangulova, Ruslan S. Shein, Kristina I. Rakhimova, Vlastilin V. Pakalnis, Elza R. Ganieva

“…This trend should continue and should be implemented in all age groups. Although the decision to perform head CT is often undeniable (injury or hemorrhage), careful assessment of studies frequency is required, especially in patients who need disease monitoring. …”
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Socio-economic assessment of dog population management systems: a scoping review by Rabina Ghimire, Parimala Mohanty, Elly Hiby, Andrew Larkins, Andrew Larkins, Salome Dürr, Sonja Hartnack

“…Culling was also used by several studies as a DPM intervention, though considered unethical. …”
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Health Benefits Due to Reduction in Respirable Particulates during COVID-19 Lockdown in India by Anubha Goel, Pallavi Saxena, Saurabh Sonwani, Shubham Rathi, Ananya Srivastava, Akash Kumar Bharti, Supreme Jain, Shubhanshi Singh, Anuradha Shukla, Anju Srivastava

“…PM2.5 concentrations in nonattainment cities (NACs) in Uttar Pradesh and the Delhi-National Capital Region (NCR) in North India were studied. Data from prelockdown and the various lockdown phases were compared, with 2019 as a benchmark. …”
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Antenatal screening for TB disease: a systematic review and meta-analysis by A.J. Morton, N. Meagher, G. Tonkin-Hill, J.T. Denholm, R.I. Zahroh, S.J. Dunstan

“…RESULTS: We included 33 studies. Pooled yield for symptom screening (SS) was 7.26 [95% CI: 0.70, 19.25] cases per 1,000 versus 5.12 [95% CI: 0.79, 12.39] for TST/IGRA. …”
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Malignant neoplasms ozone therapy by Pavel Yu. Andreev, Ivan P. Moshurov, Nataliya V. Korotkih, Viktoria V. Shishkina, Tatiana V. Samoilenko, Elena S. Goryushkina, Lyubov N. Antakova

“…Disappointing data from epidemiological indicators and statistical calculations of morbidity dictate the need to develop and implement increasingly effective treatment methods, as well as its modulation. …”
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Tracking Star-forming Cores as Mass Reservoirs in Clustered and Isolated Regions Using Numerical Passive Tracer Particles by Shingo Nozaki, Hajime Fukushima, Kazuki Tokuda, Masahiro N. Machida

“…Understanding the physical properties of star-forming cores as mass reservoirs for protostars and the impact of turbulence is crucial in star formation studies. We implemented passive tracer particles in clump-scale numerical simulations with turbulence strengths of ${{ \mathcal M }}_{{\rm{rms}}}=2,10$ . …”
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Global, Regional, and National Burden of Non-Rheumatic Valvular Heart Diseases in Women: A Systematic Analysis of Global Burden of Disease 1990–2021 by Liu Chenyu, Li Haochao, Chen Pengfei, Chen Mingjian, Zhao Diming, Wang Liqing

“…Background: The incidence of non-rheumatic valvular heart diseases (NRVHD) has shown an increasing trend. However, most studies have overlooked the impact of gender on the disease. …”
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From Greek paideia to modern educational systems: evidence for the need to integrate physical activity into academic settings by Oscar Fraile-Martinez, Oscar Fraile-Martinez, Cielo García-Montero, Cielo García-Montero, Marcos Fraile-Martinez, Marcos Fraile-Martinez, Leonel Pekarek, Leonel Pekarek, Silvestra Barrena-Blázquez, Silvestra Barrena-Blázquez, Laura López-González, Laura López-González, Miguel Angel Álvarez-Mon, Miguel Angel Álvarez-Mon, Tatiana Pekarek, Tatiana Pekarek, Carlos Casanova, Carlos Casanova, Melchor Álvarez-Mon, Melchor Álvarez-Mon, Miguel A. Saez, Miguel A. Saez, Raul Diaz, Raul Diaz, Miguel A. Ortega, Miguel A. Ortega

“…This review examines the educational value of paideia and the Greek gymnasium as fundamental historical antecedents for contemporary educational systems, exploring studies that support the need to place greater emphasis on physical activity and various models that can be implemented in the actual academic context. …”
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The Australian Traumatic Brain Injury Initiative: Systematic Review of Clinical Factors Associated with Outcomes in People with Moderate-Severe Traumatic Brain Injury by Ancelin McKimmie, Jemma Keeves, Adelle Gadowski, Matthew K. Bagg, Ana Antonic-Baker, Amelia J. Hicks, Regina Hill, Nyssa Clarke, Andrew Holland, Bill Veitch, Daniel Fatovich, Sandy Reeder, Lorena Romero, Jennie L. Ponsford, Natasha A. Lannin, Terence J. O’Brien, D. Jamie Cooper, Nick Rushworth, Melinda Fitzgerald, Belinda J. Gabbe, Peter A. Cameron

“…Standardized searches were implemented across databases to April 2022. English-language reports of studies evaluating an association between a clinical factor and any clinical outcome in at least 100 patients with moderate-severe TBI were included. …”
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Sensitivity-Aware Differential Privacy for Federated Medical Imaging by Lele Zheng, Yang Cao, Masatoshi Yoshikawa, Yulong Shen, Essam A. Rashed, Kenjiro Taura, Shouhei Hanaoka, Tao Zhang

“…Federated learning (FL) enables collaborative model training across multiple institutions without the sharing of raw patient data, making it particularly suitable for smart healthcare applications. However, recent studies revealed that merely sharing gradients provides a false sense of security, as private information can still be inferred through gradient inversion attacks (GIAs). …”
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Intergalactic Wandering Stars in the Local Universe: Theoretical Predictions for Their Distance and Luminosity Distribution by Jia-Hui Wang, Maosheng Xiang, Ji-Feng Liu

“…We set out to conduct dedicated studies to unravel such a wandering stellar population. …”
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Towards a Comprehensive Framework for Made-to-Measure Alginate Scaffolds for Tissue Engineering Using Numerical Simulation by Alexander Bäumchen, Johnn Majd Balsters, Beate-Sophie Nenninger, Stefan Diebels, Heiko Zimmermann, Michael Roland, Michael M. Gepp

“…In this article, the gelation of UHV alginates is studied using a microscopic approach for disc- and sphere-shaped hydrogels. …”
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Uncovering multiscale structure-property correlations via active learning in scanning tunneling microscopy by Ganesh Narasimha, Dejia Kong, Paras Regmi, Rongying Jin, Zheng Gai, Rama Vasudevan, Maxim Ziatdinov

“…These structures are conventionally probed using spatially resolved studies and the property correlations are deciphered by a researcher based on sequential explorations, thereby limiting the efficiency and scope. …”
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