PCVR: a pre-trained contextualized visual representation for DNA sequence classification by Jiarui Zhou, Hui Wu, Kang Du, Wengang Zhou, Cong-Zhao Zhou, Houqiang Li

“…Codes for PCVR are available at https://github.com/jiaruizhou/PCVR .…”
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Efficient Multi-Stage Self-Supervised Learning for Pathology Image Analysis via Masking by Ming Feng, Weiquan Huang, Liang Hu

“…To address this, we propose the Rapid Histopathology Pre-training (RHP) framework, which employs a simple yet effective method for training vision Transformers. …”
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Exploring the Components of Green Hospitals Through an Accreditation-Based Approach: A Qualitative Study by Ghasem Abedi, Roya Malekzadeh, Seyedeh Fatemeh Alamdar

“…The interviews were transcribed, and meaningful units were identified, coded, and categorized based on thematic similarity and conceptual symmetry, then analyzed using a conventional content analysis approach. …”
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Engaging community members in setting priorities for nutrition interventions in rural northern Ghana. by Maxwell Ayindenaba Dalaba, Engelbert A Nonterah, Samuel T Chatio, James K Adoctor, Edith Dambayi, Esmond W Nonterah, Stephen Azalia, Doreen Ayi-Bisah, Agnes Erzse, Daniella Watson, Polly Hardy-Johnson, Sarah H Kehoe, Aviva Tugendhaft, Kate Ward, Cornelius Debpuur, Abraham Oduro, Winfred Ofosu, Marion Danis, Mary Barker, INPreP study group

“…Attending to community derived nutrition priorities may improve the relevance and effectiveness of nutrition health policy, since these priorities reflect the context in which such policy is implemented.…”
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ADMNet: adaptive deformable convolution large model combining multi-level progressive fusion for Building Change Detection by Liye Mei, Haonan Yu, Zhaoyi Ye, Chuan Xu, Cheng Lei, Wei Yang

“…The results show that ADMNet outperforms all comparative methods. The source code is available at https://github.com/spaceYu180/ADMNet.…”
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Range Space and Similarity Transformation Using Symbolic Mathematics in Python by Chainarong Wisassakwichai, Prasert Phaochoo

“…These classes have been uploaded to GitHub as open-source code, providing a versatile Python module that can be used for programming both offline on PCs and online through the web application “SymPy Live,” producing satisfactory results even on mobile devices. …”
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FORMATION OF INFORMATION LITERACY OF FUTURE TEACHERS OF the UKRAINIAN LANGUAGE AND LITERATURE by Olha О. Lilik

“…It was found that information literacy includes the ability to effectively search and use sources and information, systematize it, the ability to distinguish plagiarism, distinguish facts from judgments, the ability to hypothesize and evaluate alternatives, and adhere to the principles of academic integrity. …”
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IMViT: Adjacency Matrix-Based Lightweight Plain Vision Transformer by Qihao Chen, Yunfeng Yan, Xianbo Wang, Jishen Peng

“…Second, we design a multi-receptive attention and interaction mechanism to perceive global and local correlations of the images in every transformer block for effective feature learning for small-sized networks. …”
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LMSOE-Net: lightweight multi-scale small object enhancement network for UAV aerial images by Zhixing Ma, Peidong Luo, Xiaole Shen

“…This design enables more effective feature extraction and facilitates the fusion of local details with channel features. …”
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Towards an intelligent integrated methodology for accurate determination of volume percentages in three-phase flow systems by Abdullah M. Iliyasu, Mohammad Sh. Daoud, Ahmed Sayed Salama, John William Grimaldo Guerrero, Kaoru Hirota

“…The proposed approach demonstrates superior accuracy in determining volume percentages of three-phase fluids compared to traditional methods, thereby making it an effective and integrated technique to analyse fluid composition in a variety of industrial settings and applications.…”
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A Day-Ahead PV Power Forecasting Method Based on Irradiance Correction and Weather Mode Reliability Decision by Haonan Dai, Yumo Zhang, Fei Wang

“…The simulation results of the ablation experiments show that classification prediction is an effective strategy to improve the forecasting accuracy of day-ahead PV output, which can be further improved by adding irradiance correction and weather mode reliability prediction modules.…”
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The significance of a dementia diagnosis from the perspective of the family caregivers: a qualitative study by Inger Molvik, Grete Kjelvik, Geir Selbæk, Anne Marie Mork Rokstad

“…Conclusion The study reveals the benefits of receiving a timely dementia diagnosis in shaping more effective support systems and policies. This ensures that the next of kin and the person with cognitive impairment can navigate the complexities of dementia with greater confidence and preparedness, thereby enhancing their quality of life.…”
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Detection and Mitigation of GNSS Gross Errors Utilizing the CEEMD and IQR Methods to Determine Sea Surface Height Using GNSS Buoys by Jin Wang, Shiwei Yan, Rui Tu, Pengfei Zhang

“…The results indicated that the CEEMD-IQR method effectively detected gross errors in offshore GNSS coordinate time series using GNSS buoys, presenting a significant enhancement in the gross error detection rate of at least 35.3% and providing a “clean” time series for sea level measurements. …”
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Flexible Pressure Sensor with Tunable Sensitivity and a Wide Sensing Range, Featuring a Bilayer Porous Structure by Yunjiang Yin, Yingying Zhao, Tao Xue, Xinyi Wang, Qiang Zou

“…Porous polymer materials, with their highly deformable internal pores, effectively expand the sensing range. However, a single-sized pore structure struggles to achieve both high sensitivity and a broad sensing range simultaneously. …”
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Analysis of the notifications of adverse drug events in a Brazilian public hospital by Larissa Duarte SANTOS, Helena Márcia MORAES, Cassia Lima FERREIRA, Gabriela Guimarães RODRIGUES, Mariana Gonzaga NASCIMENTO, Caryne Margotto BERTOLLO

“…It is important to encourage the notification culture to better understand the profile of errors related to the drug chain and act effectively to reduce them.…”
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Energy efficient green building design utlilising renewable energy and low-carbon development technologies by Sagar, Arya Yogendra, Singhal Poonam

“…The suggested green building design shows effective results, i.e., building energy consumption has reduced by 50.54%, total energy consumption cost has reduced by 57.41%, and CO2 emission per month has reduced by 50.54%. …”
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Flow-induced Flutter Derivatives of Bridge Decks by B. Su, Y. Liu, M. Chambalile, G. Wang, M. M. Alam, E. Barati

“…It employs forced vibration simulations using the Open-source code OpenFOAM for flutter derivative identifications. …”
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Comparative assessment of vegetable yield with and without biochar derived from locally sourced apricot shells by Sajad Hussain, Pratima Gajbhiye, Md Irfanul Haque Siddiqui, Chandrakant Sonawane, Dan Dobrotă

“…Spinach, responde the most increasing leaf number from 07 to 45 without and with biochar respectively .Further evidence of the positive effects of biochar as a soil enhancer came from increases in soil pH, conductivity, and specific surface area following biochar addition. …”
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Comparison of Rehabilitation Outcomes for Long Term Neurological Conditions: A Cohort Analysis of the Australian Rehabilitation Outcomes Centre Dataset for Adults of Working Age. by Lynne Turner-Stokes, Roxana Vanderstay, Tara Stevermuer, Frances Simmonds, Fary Khan, Kathy Eagar

“…<h4>Conclusion</h4>All groups made gains in independence during admission, although pattern of change varied between conditions, and ceiling effects were observed in the FIM-cognitive subscale. …”
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Pengembangan E-Modul Berbasis Etnosains Terintegrasi Tri–N untuk Meningkatkan Dimensi Kreatif Peserta Didik Kelas V Sekolah Dasar by Sam Wulan Septi, Akbar Al Masjid

“…The results indicate that this Tri-N integrated ethnoscience e-module is an effective and innovative learning tool for fostering creativity and cultural values in elementary science education. …”
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