Порівняння багатопроцесорної та багатопоточної реалізацій  ентропійного підходу для імпутування пропусків у даних на мові програмування Python... by Олексій Земляний, Олег Байбуз

“…Автори пояснюють обмеження інтерпретатора Python щодо багатопоточності через наявність Global Interpreter Lock (GIL), що унеможливлює повноцінну паралельну обробку даних в багатопотоковому середовищі. …”
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Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations. by Cécile Triay, Alice Boizet, Christopher Fragoso, Anestis Gkanogiannis, Jean-François Rami, Mathias Lorieux

“…The main issues with these low-coverage genotyping methods are (1) poor performance at heterozygous loci, (2) high percentage of missing data, (3) local errors due to erroneous mapping of sequencing reads and reference genome mistakes, and (4) global, technical errors inherent to NGS itself. Recent methods like Tassel-FSFHap or LB-Impute are excellent at addressing issues 1 and 2, but nonetheless perform poorly when issues 3 and 4 are persistent in a dataset (i.e., "noisy" data). …”
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Feasibility of integrated, multilevel care for cardiovascular diseases (CVD) and HIV in low- and middle-income countries (LMICs): A scoping review. by Temitope Ojo, Lynette Lester, Juliet Iwelunmor, Joyce Gyamfi, Chisom Obiezu-Umeh, Deborah Onakomaiya, Angela Aifah, Shreya Nagendra, Jumoke Opeyemi, Mofetoluwa Oluwasanmi, Milena Dalton, Ucheoma Nwaozuru, Dorice Vieira, Gbenga Ogedegbe, Bernadette Boden-Albala

“…<h4>Methods</h4>A systematic search of published articles including systematic and narrative reviews that reported on integrated CVD-HIV care was conducted, using multiple search engines including PubMed/Medline, Global Health, and Web of Science. We examined the articles for evidence of feasibility reporting. …”
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Early Obesity Prevention: A Randomized Trial of a Practice-Based Intervention in 0–24-Month Infants by Natalia Schroeder, Berenice Rushovich, Edward Bartlett, Sangita Sharma, Joel Gittelsohn, Benjamin Caballero

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Coprescribing of opioids and high-risk medications in the USA: a cross-sectional study with data from national ambulatory and emergency department settings by Dio Kavalieratos, Mohammed K Ali, Kara Suvada, Anna Zimmer, Jesse Soodalter, Jimi S Malik

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Unique North American isolates of severe metastatic hypervirulent Klebsiella pneumoniae strain infections with hepatic abscesses seen in young patients within Texas. by Junaid M Alam, Eric N Riha, Haris Ahmed, Hong M Thai, Kevin Garnepudi, Ramesh B Kesavan, Gnananandh Jayaraman, Anna Sangster, Dylan Curry, Heidi A Butz, Lori Smith, Maureen Vowles, Kelly F Oakeson, Erin L Young, Siva T Sarva

“…These isolates are unique compared to other hvKp strains globally. Country-wide surveillance and whole genome sequencing of these strains is essential to prevent a major public health emergency in the USA.…”
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Social media in undergraduate teaching and learning: A scoping review protocol. by Richard Hayman, Erika E Smith

“…In addition to including concepts and terms related to social media broadly, based on global social media usage, we include within our search the most commonly used social media platforms. …”
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Level of Pollution of Water from River Rwabakazi Indicated by Metal Ions and Suspended Solids Concentrations. by Habimana, Michael

“…In this study. we report the selected physicochemical parameters of waters of Rwabakazi River and how they varied in the selected study area in kabale district. Globally. 2.l billion people lack access to safely managed drinking water services (WHO/UNICEF. 20I7). …”
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Factors Influencing the Uptake of Adolescents’ Sexual and Reproductive Health Services in Rubanda District, South Western Uganda. by Tayebwa, Amon

“…Introduction: Globally, adolescents face a remarkable challenge of insufficient access to sexual and reproductive health (SRH) education and services. …”
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Gender Inequality and Elite Working Women in Kirima Sub-County Kanungu District. by Namanya, Precious

“…The unpaid work women and girls do provide the foundation for the global economy. This fact needs to be highlighted more in the media, with the private sector, and in communities.…”
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Investigation of Suit Ability of Red Onion Juice as PH Indicator in Acid-Base Experiments. by Tumuheirwe, Promise

“…Today synthetic dyes are the choice of acid-base titrimetric analysis, but due to environmental pollution as well as the global crunch, there became a growing need to utilize indigenous natural resources as acid-base indicators in the laboratory due to their environmental friendliness, easy availability, and cheap compared to synthetic standard indicators. …”
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SARS-Cov-2 Incidence Monitoring and Statistical Estimation of the Basic and Time-Varying Reproduction Number at the Early Onset of the Pandemic in 45 Sub-Saharan African Countries. by Oduro, Michael Safo, Arhin‐Donkor, Seth, Asiedu, Louis, Kadengye, Damazo T., Iddi, Samuel

“…Despite efforts to disseminate preventable messages and adoption of mitigation strategies by governments and the World Health Organization (WHO), transmission spread globally. An accurate assessment of the transmissibility of the coronavirus remained a public health priority for many countries across the world to fight this pandemic, especially at its early onset. …”
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Role of Social Workers in Enhancing Chronic Care: A Case Study of Kabale Regional Referral Hospital Kabale District. by Musiimenta, Moureen

“…Chronic diseases present a major global healthcare challenge, necessitating integrated and holistic care approaches that go beyond medical treatment. …”
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Lessons learned from implementation of the Workload Indicator of Staffing Need (WISN) methodology: An international Delphi study of expert users. by Grace , Nyendwoha Namaganda, Audrey, Whitright, Everd, Bikaitwoha Maniple

“…The World Health Organization (WHO) developed and has promoted the Workload Indicators of Staffing Need (WISN) methodology globally. Due to its relative simplicity compared to previous methods, the WISN has been used extensively, particularly after its computerization in 2010. …”
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Factors Associated with Hand Washing Practices among Secondary School Students in Ndorwa East Constituency in Kabale District by Benja, Twinomuhwezi

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Attention-Based Multi-Learning Approach for Speech Emotion Recognition With Dilated Convolution by Samuel, Kakuba, Alwin, Poulose

“…The proposed ABMD model achieves comparable performance while taking global contextualized long-term dependencies between features in a parallel manner using a large receptive field with less increase in the number of parameters compared to the number of layers and considers spatial cues among the speech features. …”
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Whole genomic analysis uncovers high genetic diversity of rifampicin-resistant Mycobacterium tuberculosis strains in Botswana by Tuelo Mogashoa, Tuelo Mogashoa, Johannes Loubser, Ontlametse T. Choga, Ontlametse T. Choga, Justice Tresor Ngom, Wonderful T. Choga, Wonderful T. Choga, Mpaphi B. Mbulawa, Tuduetso Molefi, One Stephen, Topo Makhondo, Kedumetse Seru, Patience Motshosi, Boitumelo Zuze, Joseph Makhema, Rosemary M. Musonda, Dimpho Otukile, Chawangwa Modongo, Botshelo T. Kgwaadira, Keabetswe Fane, Simani Gaseitsiwe, Rob M. Warren, Sikhulile Moyo, Sikhulile Moyo, Sikhulile Moyo, Sikhulile Moyo, Anzaan Dippenaar, Elizabeth M. Streicher

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Health systems analysis and evaluation of the barriers to availability, utilisation and readiness of sexual and reproductive health services in COVID-19-affected areas: a WHO mixed... by José Guilherme Cecatti, Kun Tang, Igor Toskin, Moazzam Ali, Caron Kim, Stefano Uccella, Simone Garzon, Ge Yang, Vanessa Brizuela, Pisake Lumbiganon, Seni Kouanda, Alexandra Sawyer, Nigel Sherriff, Alessia Savoldi, Anna Thorson, Marleen Temmerman, Jörg Huber, Soe Soe Thwin, Maddalena Cordioli, Massimo Mirandola, Jaime Vera, Armando Seuc, Laila Ladak, Debbie Williams, Luis Bahamondes, Deda Ogum Alangea, Abdu Mohiddin, Eunice Nahyuha Chomi, Sothornwit Jen, Modey Emefa, Hamsadvani Kuganantham, Armando Humberto Seuc, Eunice Chomi, Hanxiyue Zhang, Yifan Zhu, Yueping Guo, Chunxiao Peng, Kwasi Tropsey, Emefa Judith Modey, Rozina Karmaliani, Jen Sothornwit, Ferdinand Okwaro, Ranieri Poli, Joy Jerop Chebet, Hugo Gamerro Abrego

“…This is a standardised generic protocol designed for use across different global settings.Methods and analysis This study adopts both quantitative and qualitative methods to assess health facilities’ SRH service availability and readiness, and clients’ and providers’ perceptions of the availability and readiness of these services in COVID-19-affected areas. …”
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Clinico-pathological profile of patients with HIV and tuberculosis co-infection by Cheryl Sarah Philipose, Sinchana KM, Haritha Haridas, John Ramapuram, Sharada Rai

“…Introduction Human immunodeficiency virus (HIV) and tuberculosis (TB) are two main leading global causes of mortality and morbidity. TB and HIV increase progressive deterioration of immunological functions by speeding progression of one another. …”
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Consensus-Based Guidelines for Best Practices in the Selection and Use of Examination Gloves in Healthcare Settings by Jorge Freitas, Alexandre Lomba, Samuel Sousa, Viviana Gonçalves, Paulo Brois, Esmeralda Nunes, Isabel Veloso, David Peres, Paulo Alves

“…By adhering to these evidence-based practices, grounded in European regulations, healthcare settings can establish safe and sustainable glove management systems that serve as a model for global practices.…”
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