Deep learning approach to the estimation of the ratio of reproductive modes in a partially clonal population by T. A. Nikolaeva, A. A. Poroshina, D. Yu. Sherbakov

“…Genetic diversity among biological entities, including populations, species, and communities, serves as a fundamental source of information for understanding their structure and functioning. …”
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Interdisciplinary medical education practices: building a case-driven interdisciplinary simulation system based on public datasets by Kangli Qiu, Tianshu Zeng, Wenfang Xia, Miaomiao Peng, Wen Kong

“…This creates a closed-loop practice that spans data sample selection and processing to front-end interaction. …”
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A probabilistic approach for building disease phenotypes across electronic health records by David Vidmar, Jessica De Freitas, Will Thompson, John M. Pfeifer, Brandon K. Fornwalt, Noah Zimmerman, Riccardo Miotto, Ruijun Chen

“…In this paper, we develop multiple heuristic “labeling functions’’ (LFs) for 4 diseases across de-identified EHR data and aggregate their votes through a majority vote approach (MV), a popular open-source approach (Snorkel OSS), and our proposed probabilistic approach (LEVI). …”
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Classification analysis of modern bioreactor systems (review). Part 1. Classification of bioreactors by design parameters by A. A. Dosaev, R. R. Safarov, N. V. Menshutina

“…Due to the active use of bioreactors, in order to optimize production processes and reduce operating costs, new highly efficient automated devices with a variety of functions are being developed using modern automation technologies, artificial intelligence and 3-D printing. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…On 22 benchmark datasets, DeepMol obtained competitive pipelines compared with those requiring time-consuming feature engineering, model design and selection processes. As one of the first AutoML tools specifically developed for the computational chemistry domain, DeepMol stands out with its open-source code, in-depth tutorials, detailed documentation, and examples of real-world applications, all available at https://github.com/BioSystemsUM/DeepMol and https://deepmol.readthedocs.io/en/latest/ . …”
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Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications by Amal K. Alkhalifa, Mohammed Aljebreen, Rakan Alanazi, Nazir Ahmad, Sultan Alahmari, Othman Alrusaini, Ali Alqazzaz, Hassan Alkhiri

“…Abstract Denial of Wallet (DoW) attacks are one kind of cyberattack whose goal is to develop and expand the financial sources of a group by causing extreme costs in their serverless computing or cloud environments. …”
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SCIENTIFIC AND PRACTICAL APPROACHES TO THE FORMATION OF READINESS OF FUTURE SPECIALISTS IN THE SOCIONOMIC SPHERE FOR THE SOCIAL SUPPORT FOR PARENTS OF CHILDREN WITH SPECIAL NEEDS by Sapozhnykov Stanislav, Teplytska Alina

“…It has been emphasized that today in higher education there is an approach that orients future specialists to the transfer of this function to other social institutions. This situation does not contribute to the formation of the appropriate level of motivation and ability to energetically engage in their own professional activities, and the capacity to adequately self-assess professional actions in future specialists in the socionomic sphere. …”
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Comparative analysis of anthocyanin content in various tomato samples in connection with breeding by E. A. Dzhos, M. I. Mamedov, O. N. Pyshnaya, N. A. Golubkina, O. V. Verba, A. A. Matyukina

“…Vegetable products containing antioxidant substances belong to the functional products and conform to the concept of a healthy diet. …”
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Re-Infection Outcomes Following One- And Two-Stage Surgical Revision of Infected Knee Prosthesis: A Systematic Review and Meta-Analysis. by Setor K Kunutsor, Michael R Whitehouse, Erik Lenguerrand, Ashley W Blom, Andrew D Beswick, INFORM Team

“…Our second objective was to compare between the two revision strategies, clinical outcomes as measured by postoperative Knee Society Knee score, Knee Society Function score, Hospital for Special Surgery knee score, WOMAC score, and range of motion.…”
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Impact of health literacy in patients with chronic musculoskeletal disease--systematic review. by Yoon K Loke, Ina Hinz, Xia Wang, Gill Rowlands, David Scott, Charlotte Salter

“…We assessed risk of bias from participant selection, methods of measuring health literacy and functional outcomes, missing data, and potential for confounding.…”
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Factors influencing brain recovery from stroke via possible epigenetic changes by Orjon Rroji, Carla Mucignat

“…Aim: To examine epigenetic changes leading to functional repair after damage to the central motor system.Data sources: A literature search was conducted using medical and health science electronic databases (PubMed, MEDLINE, Scopus) up to July 2023.Study selection: Data were summarized for type of intervention, study design, findings including human and animal studies.Data extraction: Data were extracted and double-checked independently for methodological quality. …”
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Psychology or Physiology? Choosing the Right Color for Interior Spaces to Support Occupants’ Healthy Circadian Rhythm at Night by Mansoureh Sadat Jalali, Ronald B. Gibbons, James R. Jones

“…The human circadian rhythm is connected to the body’s endogenous clock and can influence people’s natural sleeping habits as well as a variety of other biological functions. According to research, various electric light sources in interior locations can disrupt the human circadian rhythm. …”
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Advancements in Herpes Zoster Diagnosis, Treatment, and Management: Systematic Review of Artificial Intelligence Applications by Dasheng Wu, Na Liu, Rui Ma, Peilong Wu

“…Hospital-derived data were the primary source (15/26, 57.7%), followed by public databases (6/26, 23.1%) and internet data (5/26, 19.2%). …”
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Theoretical and technical concept of cemented backfill material for flexible enhanced thermal energy storage in coal underground space by Chao LYU, Wenyu LYU, Qiang SUN, Panshi XIE, Ding LANG, Songtao JI, Jianjun HU

“…In general, CBM–FETES realizes the full integration of mines and variable energy sources and enriches the connotation of filling mining. …”
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Labour Productivity in Medical Institutions as an Object of Scientific Analysis by A. N. Popsuyko, E. A. Batsina, G. V. Artamonova, E. A. Morozova

“…The authors analyzed sources of home and foreign literature, normative documents for the period 2010–2019 dealing with this problem and practices of public health system functioning. …”
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Introduction to ORC–VCC Systems: A Review by Tomasz Suchocki

“…The key innovation lies in the development of an advanced coupling mechanism that seamlessly connects the ORC and VCC, enabling more efficient utilization of low-grade heat sources. By optimizing working fluid selection and implementing a shared shaft connection between the ORC turbine and VCC compressor, the system achieves dual functionality—simultaneous electricity generation and cooling—with higher efficiency than conventional methods. …”
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Guarantees of family stability in the Holy Quran and the Prophet's Sunnah | ضمانات الاستقرار الأسري في القرآن الكريم والسنة النبوية (دراسة وصفية تحليلية)... by Aisha Shareef

“…I made him an introduction in which I talked about the importance of the topic and the reasons for its selection and previous studies and I divided it into three investigations and under each topic a number of demands. …”
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Representation of a Scientific Supervisor in Internet-Memes by N. V. Stepanova, M. S. Sigaeva

“…The sources of the memes were the podcasts “The Struggling Scientists”,  “The Meming Phd”, “High impact PhD memes”. …”
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Data-driven predictive models for sustainable smart buildings by Prabhu Rajaram, Gnana Swathika O․V․

“…The integration of renewable energy sources in smart buildings fosters a synergistic relationship between clean energy generation and smart energy management systems. …”
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Efficacy of angiotensin receptor blockers for erectile dysfunction in hypertensive men: A systematic review by Swati Sucharita Dash, Harshita K Kothari, Shashwati Pankaj, Lakshmi Venkatachalam, Jignesh Bhate, Guruprasad K S Rao

“…A literature search was carried out in Medline, Embase, the Cochrane Library databases, and other relevant sources to select clinical studies that compared the efficacy of ARBs with other antihypertensive drugs in men with concomitant hypertension and ED. …”
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