Effectively Detecting Communities by Adjusting Initial Structure via Cores by Mei Chen, Zhichong Yang, Xiaofang Wen, Mingwei Leng, Mei Zhang, Ming Li

“…In this paper, we propose a simple but effective community detection algorithm, called ACC, which needs no heuristic search but has near-linear time complexity. …”
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Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative by Norman Zerbe, Lars Ole Schwen, Christian Geißler, Katja Wiesemann, Tom Bisson, Peter Boor, Rita Carvalho, Michael Franz, Christoph Jansen, Tim-Rasmus Kiehl, Björn Lindequist, Nora Charlotte Pohlan, Sarah Schmell, Klaus Strohmenger, Falk Zakrzewski, Markus Plass, Michael Takla, Tobias Küster, André Homeyer, Peter Hufnagl

“…Commercial, clinical, and academic stakeholders can now adopt EMPAIA's common open-source interfaces, providing a unique opportunity for large-scale standardization and streamlining of processes.Further efforts are needed to effectively and broadly establish AI assistance in routine laboratory use. …”
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Evapotranspiration, crop coefficient and water use efficiency of onion cultivated under different irrigation depths by Wendy K. Matsunaga, Vicente de P. R. da Silva, Victória P. Amorim, Eliton S. G. Sales, Sílvia M. Dantas, André B. Oliveira

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Proactive community support tailored to holistic needs: A cohort study by Austyn Snowden, Jenny Young, Jan Savinc

“…Factors associated with higher initial concern included unemployment and caring responsibilities. …”
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Bike-Sharing Static Rebalancing by Considering the Collection of Bicycles in Need of Repair by Sheng Zhang, Guanhua Xiang, Zhongxiang Huang

“…Bike-sharing systems, which are used in many cities worldwide, need to maintain a balance between the availability of bicycles and the availability of unoccupied bicycle slots. …”
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Efficient use and development of wheel-working machines for the locomotive facility needs by Rafik H. Rafikov, Andrey S. Shinkaruk, Evgeniy I. Eliseykin

“…Removal of tread surface defects requires turning the wheel pair on machine tools, until the required initial profile is obtained, which is a time-consuming process. …”
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Outlook of Present Organic Agriculture Policies and Future Needs in Sri Lanka by S.H. Pushpa Malkanthi

“…Those governments are more involved in new initiatives and farmers are encouraged to go organic through reliable and feasible policies. …”
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Spanish PIBID: a space that brings school and future teachers together by Juliana Cristina Faggion Bergmann, Andréa Cesco

“…Based on official data on filled and unfilled school capacity, current challenges faced by teaching programs in universities were also taken into account, especially in the case of Spanish as a foreign language program, considering the need to keep teaching-fostering public policies in place. …”
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Out-of-hospital cardiac arrest: Is there a need for cardiac arrest centers? by Pešić Ivan, Kasap Ana, Crevar Đuro

“…In Sombor, the incidence of initiated CPR was recorded at 74/100,000, while in 2018, the incidence of initiated resuscitation increased to 109.4/100,000. …”
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Are we willing to embrace the future? The need for moving towards sustainable mobility by Deepika Pandita, Shrirang Altekar, Fatima Vapiwala

“…The analysis outlined three major themes, namely, the push of the EV adoption drivers, the need to tackle EV adoption barriers, and the role of initiatives in promoting EV adoption. …”
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The gender factor in meeting the needs of women who use drugs in Senegal by Rose André Y. Faye, Alice Desclaux, Aïda Diagne

“…By analysing gender-specific initiatives developed by HR stakeholders and evaluating their limitations, we explored HR in Senegal through a gender lens to better understand how to meet the specific needs of WWUD. …”
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Immediate and Decisive Political Action is Needed to Strengthen Social Debt Counselling by Ines Moers

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Does psychiatric molecular genetics need to account for the birth cohort effect? by J. Harro, K. Laas, M. Vaht, D. Eensoo, T. Kurrikoff, K. Sakala, E. Kiive, T. Veidebaum

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The need for economic evaluations for neuro-oncology in low- and middleincome: the Pakistan perspective by Mashal Murad Shah, Mohammad Hamza Bajwa, Muhammad Usman Khalid, Faiza Urooj, Kaynat Siddiqui, Muhammad Waqas Saeed Baqai, Ahsan Ali Khan, Hafiza Fatima Aziz, Syed Ather Enam

“…The challenges associated with conducting economic evaluations in LMICs include the ability to receive funding for country-specific estimates, dearth of existing data and methodological development, and the need for investment in economic evaluations of health. …”
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Planting a seed: Sustainable education for students with Additional Support Needs by Don MacKeen

“…While inclusion is claimed to be a non-negotiable aspect of CfE, the reality is that for many students with Additional Support Needs (ASN) (in Scottish education this term has superseded Special Educational Needs), access to a high-quality education is limited. …”
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Guidance and Counselling Needs in Capacity Building of Pre-Service Teacher Trainees by Alphonsa Diana Hoakip

“…The learners consist of different age groups who are vulnerable and need support. The National Curriculum Framework (NCERT, 2005) has endorsed the inclusion of guidance and counselling in the curriculum. …”
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Ehlers Danlos Syndrome: An Unusual Presentation You Need to Know about by Amel Karaa, Joan M. Stoler

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An introduction to gender affirming healthcare: What the family physician needs to know by Madeleine Muller, Elma de Vries, Anastacia Tomson, Christine McLachlan

“…Staff at healthcare facilities need to receive training on gender affirming practices and how to ensure a safe environment for TGD clients.…”
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On the need to revise measures of state support for small and medium–sized businesses by K. L. Neopulo

“…As a result of the study, conclusions were drawn: there was no further timely «reversal» caused by the special operation; the existing «availability» of financing does not allow achieving the target indicators laid down in the National Project (32.5% of GDP in 2024).Consequently, there is a need to revise government support measures and the need for adjustments to the system and tools aimed at the qualitative transformation of SMEs.…”
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Start-ups in camouflage: the convergence of MSMEs, innovation, and Indian defense needs by Rohit Mohite, Ravi Chaurasiya, Sandeep Sharma, Sandesh Akre

“…This paper investigates the current and potential convergence of start-ups and MSMEs with Indian defense needs, analyzing policy frameworks, innovation hubs, funding ecosystems, and dual-use technologies. …”
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