A drug response prediction method for single-cell tumors combining attention networks and transfer learning by BingWei Zhou, BingWei Zhou, SiLin Sun, SiLin Sun, ShengZheng Liu, ShengZheng Liu, HaiXia Long, HaiXia Long, YuChun Li, YuChun Li

“…IntroductionAccurately predicting tumor cell line responses to therapeutic drugs is essential for personalized cancer treatment. Current methods using bulk cell data fail to fully capture tumor heterogeneity and the complex mechanisms underlying treatment responses.MethodsThis study introduces a novel method, ATSDP-NET (Attention-based Transfer Learning for Enhanced Single-cell Drug Response Prediction), which combines bulk and single-cell data. …”
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Artificial intelligence-driven classification method of grapevine major phenological stages using conventional RGB imaging by Ruben Íñiguez, Fikile Wolela, María Ignacia Gonzalez Pavez, Ignacio Barrio, Javier Tardáguila, Talitha Venter, Carlos Poblete-Echeverria

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TITRATION METHOD OF AB0 ANTIBODIES WITH THE USE OF MODERN GEL TECHNOLOGY IN AB0-INCOMPATIBLE TRANSPLANTATION by A. K. Porunova, V. V. Morozova, I. E. Tsiroulnikova, O. M. Tsiroulnikova, S. V. Gautier

“…It is shown that developed method of titrating AB0 antibodies allows defi ning the titer of the investigational antibodies more precisely on 1–3 dilution of serum compared to the prototype method (titration method of antibodiesin saline medium on the plane). …”
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Development of a method for rapid evaluation of the color of flour and pasta made from wheat of different species by Л. А. Вечерська, О. В. Голік, Л. І. Реліна, Л. І. Буряк, Т. А. Шелякіна

“…The level of carotenoids was determined by spectrophotometric method. Results. Visual assessments of flour and pasta color, presented by different researchers, differ significantly (up to 2–3 points on a 9-point scale). …”
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Comparison of the smiley face rod method versus intervertebral fusion for the treatment of L5 spondylolysis in adults by Qi-Yuan Dong, Xue-Fei Yang, Xue-Fei Yang, Xue-Fei Yang, Hai-Long Wu, Yan Shi, Li-Min Yu, Yong-Can Huang, Yong-Can Huang, Yong-Can Huang, Bin-Sheng Yu, Bin-Sheng Yu, Bin-Sheng Yu

“…This study compares the efficacy of the treatment of L5 spondylolysis using the smiley face rod (SFR) method versus intervertebral fusion (IF).MethodsWe analyzed 38 patients with L5 spondylolysis who underwent surgery in our department between January 2017 and June 2019. …”
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Evaluation of the NHS England Low-Calorie Diet implementation pilot: a coproduced mixed-method study by Louisa J Ells, Tamara Brown, Jamie Matu, Ken Clare, Simon Rowlands, Maria Maynard, Karina Kinsella, Kevin Drew, Jordan R Marwood, Pooja Dhir, Tamla S Evans, Maria Bryant, Wendy Burton, Duncan Radley, Jim McKenna, Catherine Homer, Adam Martin, Davide Tebaldi, Tayamika Zabula, Stuart W Flint, Chris Keyworth, Mick Marston, Tanefa Apekey, Janet E Cade, Chirag Bakhai

“…What are the programme delivery costs, and policy implications for wide-spread adoption? Methods A mixed-methods study underpinned by a realist-informed approach was delivered across five work packages, involving: semistructured interviews with service users (n = 67), National Health Service staff (n = 55), service providers (n = 9); 13 service provider focus groups; and service user surveys (n = 719). …”
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Preferred use of contraceptive methods and reasons for non-use: a cross-sectional survey of a sample of Black, Indigenous, and people of colour in the United States by Alexandra Wollum, Katherine Key, Carmela Zuniga, Charon Asetoyer, Maricela Cervantes, Sung Yeon Choimorrow, Raquel Z. Rivera, Janette Robinson Flint, Sarah E. Baum

“…Among current contraceptive users, long-acting methods were preferred most often, while non-current contraceptive users desired long-acting and short-acting hormonal methods equally. …”
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Lower extremity length discrepancy solution by modified drilling epiphysiodesis and anthropological prediction methods: long-term results by Krawczyk Petr, Zemkova Daniela, Myslivec Radek, Petrasova Sarka, Marik Ivo

“…Methods: The Macnicol and Gupta modified drilling technique was used. …”
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TRANSFORMATION OF VISUAL STEREOTYPES ON TV: NONFICTIONAL TV-FORMATS OF THE USA AND CANADA OF THE 1960th / Трансформация зрелищных стереотипов на малом экране: неигровые телеформаты... by KAZYUCHITS M.F. / КАЗЮЧИЦ М.Ф.

“…Thus theoretical and practical researches of docu-mentary film makers of the USA, Canada and European countries on the basis of new technologies, competitive struggle of cinema and TV allowed to introduce new methods. The last ones gave the chance to create new experience of esthetic perception of screen material at target audiences that in turn caused considerable complication of the discourse side of screen work; these very methods gave it almost equal importance with a narrative. …”
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A comparison of automated and traditional monitoring techniques for marbled murrelets using passive acoustic sensors by Abraham L. Borker, Portia Halbert, Matthew W. Mckown, Bernie R. Tershy, Donald A. Croll

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‘Feminine Threshold’: Theorizing Masculine Embodiment with Latinx Men by Adriana Haro

“…These tensions were explored through semi-structured in-depth interviews and a creative visual method known as sandboxing with twenty-one Latinx men. …”
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Review of open libraries for pharmacoeconomic analysis in R environment by I. A. Lackman, R. I. Sladkov, V. M. Timiryanova

“…To reveal the full complexity of the relationship between medical intervention and disease outcome, new methods of analysis and modeling are actively being developed, and tools are becoming more complex, for the use of which it is important to understand their limitations and advantages.Objective: conducting a critical review of the main open-source packages in R environment for conducting pharmacoeconomic analysis.Material and methods. …”
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RAMSES-yOMP: Performance Optimizations for the Astrophysical Hydrodynamic Simulation Code RAMSES by San Han, Yohan Dubois, Jaehyun Lee, Juhan Kim, Corentin Cadiou, Sukyoung K. Yi

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Choosing the procedure for repair of damaged arm at an unicate desk lamp by Zoran Karastojković, Dragan Stojiljković, Suzana Polić

“…So, the repairing is provided by combining two methods: reinforcing with semi-hard aluminum wire and two component glue.…”
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Modeling water coagulation processes with K₂FeO₄ using central composite design by Joanna Muszyńska, Jarosław Gawdzik, Rafał Porowski

“…Water from the Biała-Nida river (Swietokrzyskie voivodeship) did not meet regulatory standards for color and oxidisability. A vessel test method was used with 16 different doses of each coagulant, evaluating COD, color, and UVA(254). …”
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Illumination in Museums: Four-Primary White LEDs to Optimize the Protective Effect and Color Quality by Rui Dang, Nan Wang, Gang Liu, Ye Yuan, Jie Liu, Huijiao Tan

“…Our results can provide the theory and application basis to manufacture white LEDs that are suitable for illuminating op-TCPs; the method can be further used in preparing white LEDs for other cultural relics.…”
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Recent Developments in Investigating and Understanding Impact Sound Annoyance—A Literature Review by Martina Marija Vrhovnik, Rok Prislan

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The Exploration of Combining Hologram-like Images and Pedagogical Agent Gesturing by Robert O. Davis, Joseph Vincent, Eun Byul Yang, Yong Jik Lee, Ji Hae Lee

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‘Keeping it real’: A qualitative exploration of preferences of people with lived experience for participation and active involvement in mental health research in Australia by Julia Dray, Victoria J. Palmer, Michelle Banfield

“…Participants discussed the importance and value of research that enables sharing experiences and stories, expressed a need for flexibility in research methods for choice and agency, and support for greater active involvement of people with lived experience across all stages of research. …”
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ROLE OF BUSINESS GAME IN THE FORMATION OF CLINICAL THINKING AND COMMUNICATION SKILLS OF FUTURE DENTISTS by I.V. Gorb-Gavrilchenko

“…Special attention of the Department is paid to Teaching Method "The Business Game". Meaning of interactive teaching methods in mastering topics of individual and group assessment of professional activities of the game is shown by the example of role-playing games with the students of the 4th year dental faculty. …”
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