Exploring family physicians’ mental health referrals via centralized referral systems in Quebec, Canada: a qualitative descriptive study by Jessica Spagnolo, Marie Beauséjour, Marie-Josée Fleury, Jean-François Clément, Claire Gamache, Lyne Couture, Carine Sauvé, Shane Knight, Christine Gilbert, Richard Fleet, Helen-Maria Vasiliadis

“…We aimed to: 1) explore FPs' use of CRDS for psychiatry; 2) better understand the functioning and potential complementarity of CRDS and GASMA, including by visually mapping these pathways; and 3) identify factors that may influence their use and functioning. …”
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Applying Theorems on <i>b</i>-Metric Spaces to Differential and Integral Equations Through Connected-Image Contractions by Khuanchanok Chaichana, Kanyuta Poochinapan, Teeranush Suebcharoen, Phakdi Charoensawan

“…This paper introduces a new concept of a connected-image set for a mapping, which extends the notion of edge-preserving properties with respect to mapping. …”
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Notes on Extension of Fuzzy Complex Sets by Pishtiwan O. Sabir

“…Lastly, we discuss the derivative of functions mapping complex numbers  into  as an extension of fuzzy complex derivatives. …”
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Two Positive Solutions for Elliptic Differential Inclusions by Gabriele Bonanno, Valeria Morabito, Donal O’Regan, Bruno Vassallo

“…Our approach is based on variational methods for locally Lipschitz functionals. As a consequence, a multiplicity result for elliptic Dirichlet problems having discontinuous nonlinearities is pointed out.…”
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Fixed Point Theorems for a Class of α-Admissible Contractions and Applications to Boundary Value Problem by Hamed H. Alsulami, Selma Gülyaz, Erdal Karapınar, İncı M. Erhan

“…A class of α-admissible contractions defined via altering distance functions is introduced. The existence and uniqueness conditions for fixed points of such maps on complete metric spaces are investigated and related fixed point theorems are presented. …”
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Global–Local Feature Fusion of Swin Kansformer Novel Network for Complex Scene Classification in Remote Sensing Images by Shuangxian An, Leyi Zhang, Xia Li, Guozhuang Zhang, Peizhe Li, Ke Zhao, Hua Ma, Zhiyang Lian

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Bio-inspired electronics: Soft, biohybrid, and “living” neural interfaces by Dimitris Boufidis, Raghav Garg, Eugenia Angelopoulos, D. Kacy Cullen, Flavia Vitale

“…This review maps the field of bio-inspired electronics and discusses key recent developments in tissue-like and regenerative bioelectronics, from soft biomaterials and surface-functionalized bioactive coatings to cell-containing ‘biohybrid’ and ‘all-living’ interfaces. …”
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Existence of Common Fixed Points Through Auxiliary Contractions and Applications by Krittawit Limkul, Khuanchanok Chaichana, Raweerote Suparatulatorn, Phakdi Charoensawan

“…In this paper, we introduce a new type of contraction, an <i>M</i>-auxiliary contraction, by modifying existing concepts involving auxiliary functions. We establish existence and uniqueness results for common fixed points of the proposed contraction mapping under suitable conditions. …”
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Enhancing low‐light images with lightweight fused fixed‐directional filters network by Yang Li

“…Using trainable mapping functions alone to enhance details significantly reduces the reliance on convolutional layers, effectively lowering the model's parameter count to only 13k parameters. …”
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The spatial diffusion of economic activity in the Oviedo region (1970-2018) by Ícaro Obeso Muñiz

“…The traditional dichotomy between rural and urban landscapes is blurring, and many functions are being relocated in formerly rural areas. …”
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The system of EU situational pictures showing the current state of the Schengen area by Lénárd Zsákai

“…This study is the first to present the existence and functioning of these situation maps, allowing a detailed analysis of aspects not previously explored. …”
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Fuzzy Conformable Fractional Differential Equations by Atimad Harir, Said Melliani, Lalla Saadia Chadli

“…We study conformable fractional differentiability, and we define fractional integrability properties of such functions and give an existence and uniqueness theorem for a solution to a fuzzy fractional differential equation by using the concept of conformable differentiability. …”
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Analysis of variant interactions in families with autism points to genes involved in the development of the central nervous system. by Jacek Kaczyński, Marta Pasenkiewicz-Gierula

“…The resulting variant pairs mapped to 411 genes, of which 368 had not been associated with ASD before. …”
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From rockfall source area identification to susceptibility zonation: a proposed workflow tested on El Hierro (Canary Islands, Spain) by R. Sarro, M. Rossi, P. Reichenbach, R. M. Mateos

“…Two classification approaches are applied to generate probabilistic susceptibility maps from the trajectory counts: unsupervised and supervised statistical methods using distribution functions. …”
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Machine learning methods for spectrally-resolved imaging analysis in neuro-oncology by T. A. Savelieva, I. D. Romanishkin, A. Ospanov, K. G. Linkov, S. A. Goryajnov, G. V. Pavlova, I. N. Pronin, V. B. Loschenov

“…These systems allow rapid analysis of tissue by the composition of chromophores and fluorophores, which allows the neurosurgeon to differentiate tumor and normal tissues, as well as functionally significant areas, during surgery. No less mandatory are the methods of using spectrally resolved visualization based on mapping characteristics obtained from Raman spectra, but due to the smaller cross-section of the process, these methods are used ex vivo, as a rule, for urgent analysis of fresh tissue samples. …”
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Mobility difference index: a quantitative method for detecting human mobility difference by Zhaohui Liu, Rui Li, Jing Cai, Qiushi Hu, Huayi Wu

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Estimation of carbon sequestration capacity of urban green infrastructure by fusing multi-source remote sensing data by Jiahui Chang, Zhenfeng Shao, Jinyang Wang, Zhu Mao, Tao Cheng, Xiaodi Xu, Qingwei Zhuang

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Benchmarking performance of annual burn probability modeling against subsequent wildfire activity in California by Christopher J. Moran, Matthew P. Thompson, Bryce A. Young, Joe H. Scott, Melissa R. Jaffe

“…Results show strong predictive ability: across 5 equal-area BP classes, 56.7–79.8% of the burned area occurred in the top 20% of mapped area; mean (median) BP values in burned areas were 238.5–348.8% (551.4–880.7%) greater than in unburned areas; differences in empirical cumulative distribution functions of BP for burned/unburned areas were statistically significant; Logarithmic Skill Scores ranged from − 0.072 to 0.389 against two reference models. …”
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Behaviour change interventions improve maternal and child nutrition in sub-Saharan Africa: A systematic review. by Daniella Watson, Patience Mushamiri, Paula Beeri, Toussaint Rouamba, Sarah Jenner, Simone Proebstl, Sarah H Kehoe, Kate A Ward, Mary Barker, Wendy Lawrence, INPreP Study Group

“…Data extraction and quality assessments followed Centre for Reviews and Dissemination guidelines. Behaviour change functions of interventions were mapped onto the COM-B model and Behaviour Change Wheel. …”
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Carboxylic-plasma-treated nanofiller hybrids in carbon fiber reinforced epoxy composites: Dispersion and synergetic effects by D. Aussawasathien, K. Hrimchum

“…This involved the utilization of carboxylic-plasma-functionalized multiwalled carbon nanotube (COOH-MWCNT) and carboxylic-plasma-functionalized graphene nanoplatelet (COOH-GNP) hybrids filled epoxy resin at various nanofiller hybrid ratios and concentrations. …”
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