Validation of markerless video-based gait analysis using pose estimation in toddlers with and without neurodevelopmental disorders by Jeffrey T. Anderson, Jan Stenum, Ryan T. Roemmich, Ryan T. Roemmich, Rujuta B. Wilson, Rujuta B. Wilson

“…Developmental levels were assessed using the Mullen Scales of Early Learning.ResultsOur analysis included children with autism (n = 77), non-autism developmental concerns (n = 6), tuberous sclerosis complex (n = 13), 22q deletion (n = 1), and typical development (n = 15). …”
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Individual mobility prediction by considering current traveling features and historical activity chain by Xiaotong Zhang, Zhipeng Gui, Yuhang Liu, Dehua Peng, Qianxi Lan, Zhangxiao Shen, Huan Chen, Yuhui Zuo, Yao Yao, Huayi Wu, Kai Li, Kun Qin

“…These issues hinder the model from effectively capturing complex mobility patterns. To fill this gap, we propose a novel method that incorporates current traveling features and historical activity chain to predict the coordinates of traveling destination. …”
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Multimodal Synergistic Strategies for Diabetic Wound Healing Using Glucose Oxidase Nanocomposites: Therapeutic Mechanisms and Nanomaterial Design by Fan Z, Liang C, Zhang J, Li Y, Tan L, Deng H, Wang P, Wang J, Kang J, Zhu Y, Fu H, Tao J

“…To fill this gap in the field, this review provides a comprehensive overview of these nanomaterials, starting with a systematic exploration of cascade and synergistic therapeutic mechanisms centered on GOx-catalyzed reactions. …”
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Integrating Interpretability in Machine Learning and Deep Neural Networks: A Novel Approach to Feature Importance and Outlier Detection in COVID-19 Symptomatology and Vaccine Effic... by Shadi Jacob Khoury, Yazeed Zoabi, Mickey Scheinowitz, Noam Shomron

“…Our method bridges the gap between interpretable ML models and powerful deep learning (DL) architectures, providing comprehensive insights into the key drivers behind model predictions, especially in detecting outliers within medical data. …”
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Feasibility study of an experimental social space-oriented rehabilitation concept for people with intellectual and/or multiple disabilities: a study protocol by Kathrin Förster, Judith Gartmann, Andrea Boekel, Thilo Busche, Christoph Egen

“…However, the medical centres cannot provide complex rehabilitation. Mobile rehabilitation can be another tool to address the underuse of medical rehabilitation for people with intellectual and/or multiple disabilities. …”
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Soil types create different rhizosphere ecosystems and profoundly affect the growth characteristics of ratoon sugarcane by Xiaoming Wang, Junjun Ma, Chaoxian Fang, Jinghuan Zhu, Shilong Wang, Zuli Yang

“…These results provide insights into the complex interactions between sugarcane and its rhizosphere environment, highlighting the importance of soil type in shaping these interactions. …”
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Detection of Surface Defects in Steel Based on Dual-Backbone Network: MBDNet-Attention-YOLO by Xinyu Wang, Shuhui Ma, Shiting Wu, Zhaoye Li, Jinrong Cao, Peiquan Xu

“…Although contemporary detectors have narrowed the gap, they still exhibit pronounced sensitivity–robustness trade-offs, particularly in the presence of scale-varying defects and cluttered surfaces. …”
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A Comprehensive Review of <i>Alaria alata</i> (Goeze 1782) (Platyhelminthes, Trematoda) in Different Animal Hosts by Aneta Bełcik, Tomasz Cencek, Weronika Korpysa-Dzirba, Małgorzata Samorek-Pieróg, Jacek Karamon, Jacek Sroka, Jolanta Zdybel, Marta Skubida, Ewa Bilska-Zając

“…Considering that meat of unknown origin or meat that is insufficiently heat-treated may contribute to human infection, prevalence rates as high as 40–50% in wild boar highlight the critical need for complex research. Furthermore, this review clarifies the role of host groups in the life cycle and transmission of <i>A. alata</i>, providing key epidemiological information and emphasizing the importance of continued research to fill knowledge gaps.…”
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Mineurs harragas : du côté de l’errance européenne by Céline Graas, Marjorie Lelubre

“…Their care challenges existing support and healthcare structures, as they are perceived as elusive and complex. Professionals refer to them as “wandering youth”.At the same time, another phenomenon is occurring on a global scale: the expansion of new information and communication technologies (ICTs). …”
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Hidden origami in Trypanosoma cruzi nuclei highlights its non-random 3D genomic organization by Natália Karla Bellini, Pedro Leonardo Carvalho de Lima, David da Silva Pires, Julia Pinheiro Chagas da Cunha

“…Our data indicate 3D clustering of tRNA loci, likely optimizing transcription by RNA polymerase III, and a complex interaction between spliced leader RNA and 18S rRNA loci, suggesting a link between RNA polymerase I and II machineries. …”
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Organisms with high dispersal ability as a proxy for biogeographical characterisation of the Mediterranean biome by Dušan Senko, Marek Svitok, Marek Slovák, Zuzana Fačkovcová, Luca Paoli, Jaromír Kučera, Silvana Munzi, Joelle Breidy, Hiba Dokmak, Anna Guttová

“…The distribution of stress-tolerant cryptogams with generally broad niches represents a significant gap in the biogeography of the region. This study investigates whether complex symbiotic organisms with a potential for long-distance dispersal could serve as biogeographic indicators for delimitation of the Mediterranean biome's boundaries. …”
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Effects of Physiological Loading from Patient-Derived Activities of Daily Living on the Wear of Metal-on-Polymer Total Hip Replacements by Benjamin A. Clegg, Samuel Perry, Enrico De Pieri, Anthony C. Redmond, Stephen J. Ferguson, David E. Lunn, Richard M. Hall, Michael G. Bryant, Nazanin Emami, Andrew R. Beadling

“…However, these studies primarily used simplified adaptations that increased axial forces and applied accelerated sinusoidal waveforms, rather than fully replicating the complex kinematics experienced by THR patients. To address this gap, this study applied patient-derived ADL profiles—jogging and stair negotiation—using a three-station hip simulator, obtained through 3D motion analysis of total hip arthroplasty patients, processed via a musculoskeletal multibody modelling approach to derive realistic hip contact forces (HCFs). …”
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Damage prediction of rear plate in Whipple shields based on machine learning method by Chenyang Wu, Xiangbiao Liao, Lvtan Chen, Xiaowei Chen

“…A typical Whipple shield consists of double-layered plates with a certain gap. The space debris impacts the outer plate and is broken into a debris cloud (shattered, molten, vaporized) with dispersed energy and momentum, which reduces the risk of penetrating the bulkhead. …”
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Edge states in plasmonic meta-arrays by Yan Qiuchen, Cao En, Hu Xiaoyong, Du Zhuochen, Ao Yutian, Chu Saisai, Sun Quan, Shi Xu, Chan C. T., Gong Qihuang, Misawa Hiroaki

“…While the topological approach is elegant, the design and fabrication of these complex photonic topological crystals is tedious. …”
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Effect of elevation and aspect on carbon stock of bamboo stands (Bambusa nutans subsp. Cupulata) outside the forest area in Eastern Nepal by Santosh Ayer, Sachin Timilsina, Rajeev Joshi, Prakash Chaudhary, Jeetendra Gautam, Menuka Maharjan, Himlal Baral, Kishor Prasad Bhatta

“…However, in Nepal, there exists a substantial knowledge gap on carbon (C) stock and the influence of aspect and elevation on C stock of bamboo species, particularly in areas outside forests where bamboo is dominant. …”
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Correlations of pilot trainees' brainwave dynamics with subjective performance evaluations: insights from EEG microstate analysis by Mengting Zhao, Andrew Law, Chang Su, Sion Jennings, Alain Bourgon, Wenjun Jia, Marie-Hélène Larose, David Bowness, Yong Zeng

“…This research bridges the gap by examining the relationship between pilot trainees' specific brainwave patterns and their subjective evaluations of flight control levels, offering insights into the cognitive underpinnings of pilot skill efficiency and development.MethodEEG microstate analysis was employed to examine the brainwave dynamics of pilot trainees while they performed aircraft control tasks under a flight simulator-based pilot training process. …”
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INDONESIAN UNIVERSITY STUDENTS' PERCEPTIONS OF CHATGPT FOR ENGLISH ESSAY WRITING [PERSEPSI MAHASISWA INDONESIA TERHADAP CHATGPT DALAM PENULISAN ESAI BAHASA INGGRIS] by Rentauli Mariah Silalahi

“…Despite its popularity, little is known about Indonesian students' perceptions of ChatGPT's usefulness, ease of use, and limitations in essay writing. To address this gap, a survey with closed and open-ended questions was conducted on 76 first-year undergraduate students from IT programmes at a private university in Indonesia. …”
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Mycobacterium abscessus persistence in the face of Pseudomonas aeruginosa antagonism by Rashmi Gupta, Martin Schuster, Kyle H. Rohde

“…Although interactions between Pa and other co-infecting pathogens in CF patients have been the focus of numerous studies, the dynamics of Pa-Mab interactions remain poorly understood.MethodsTo address this knowledge gap, the study examined how Mab and Pa influenced each other through culture-based growth assays and molecular-based dual RNAseq analysis. …”
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Building a Hand-Curated ceRNET for Endometrial Cancer, Striving for Clinical as Well as Medicolegal Soundness: A Systematic Review by Roberto Piergentili, Stefano Sechi, Lina De Paola, Simona Zaami, Enrico Marinelli

“…The main limitation of this search is the highly stringent selection criteria, possibly leading to an underestimation of the complexity of the networks identified. However, this work allows us not only to hypothesize possible gap fillings but also to set the basis to instruct artificial intelligence, using adequate prompts, to expand the EC ceRNET by comparing it with ceRNETs of other cancers. …”
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Coproduction of a resource sharing public views of health inequalities: An example of inclusive public and patient involvement and engagement by Charlotte Parbery‐Clark, Rosemary Nicholls, Lorraine McSweeney, Sarah Sowden, Joanne Lally

“…Our Patient and Public Involvement and Engagement (PPIE) members broached that health inequalities are complex, challenging to understand and communicate. …”
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