Navigating the Complexities of HIV Prevention for Adolescents and Young Persons: A Science-to-Program and Systems Approach by Tafadzwa Dzinamarira, Enos Moyo, Grant Murewanhema

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From Design to Fabrication: Developing a Conceptual Framework for Parametric Design in Complex Geometry Construction by INAS ABDELSABOUR AHMED, Mohamed Al Shall, Marwa Fahmy

“…This research explores the integration of parametric design as a transformative approach for attaining complex geometries to bridge the gap between design and fabrication and its significant role in architectural design and the fabrication process. …”
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Does economic complexity drive health sector investment? Empirical assessment of Sub-Saharan Africa by Nidel Lolita Wassou, Luc Nembot Ndeffo, Arsene Mouongue Kelly

“…To bridge this gap, this study examines the relationship between economic complexity and public health expenditure in 33 SSA countries from 2010 to 2022. …”
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NETWORK AND PATHWAY BASED ANALYSIS OF MULTI-OMIC DATA TO ENLIGHTEN MOLECULAR MECHANISMS OF COMPLEX DISEASES by Burcu Bakır Güngör

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Antioxidant-supplemented media modulates ROS by regulating complex I during mouse oocyte maturation by Nazlican Bozdemir, Ceren Cakir, Ozgur Cinar, Fatma Uysal Cinar

“…To address this gap, our study aimed to achieve two key objectives. …”
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Vulnerability Assessment Framework for Physical Protection Systems Integrating Complex Networks and Fuzzy Petri Nets by Si Chen, Ziming Wang, Bo Jin, Xin Tong, Hua Jin

“…To bridge this gap, this paper introduces a hybrid analytical framework synergizing complex network theory with fuzzy Petri net (FPN). …”
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Pit-Stop Manufacturing: Decision Support for Complexity and Uncertainty Management in Production Ramp-Up Planning by Oleksandr Melnychuk, Jonas Baum, Amon Göppert, Robert H. Schmitt, Tullio Tolio

“…It addresses the challenges of managing complexity and uncertainty in the production ramp-up phase of manufacturing systems, bridging the gap in existing approaches that lack comprehensive, quantitative, and system-level solutions. …”
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Predator cues and environmental complexity shape the behaviour and life history of juvenile lobsters (Homarus gammarus) by Giovanni Polverino, Lorenzo Latini, Giuseppe Nascetti, Giacomo Grignani, Eleonora Bello, Claudia Gili, Claudio Carere, Daniele Canestrelli

“…We used the progeny of wild-caught females and manipulated—in a full factorial design—the environmental complexity of the individual enclosures and the level of perceived predation risk. …”
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Protein Identification Improvement in Complex Samples Using Higher Frequency MS Acquisition and PEAKS Software by Arman Kulyyassov, Saya Makhsatova, Aruzhan Kurmanbay

“…This study aims to address the gap by analyzing the impact of MS acquisition tuning of the QTOF instrument on the analysis of complex samples. …”
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Quantum algorithms and complexity in healthcare applications: a systematic review with machine learning-optimized analysis by Agostino Marengo, Vito Santamato

“…Our findings underscore that quantum algorithms offer significant potential to enhance data security, optimize complex diagnostic computations, and provide computational speedups for health informatics. …”
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Characteristics of self-management among patients with complex health needs: a thematic analysis review by Catherine Hudon, Maud-Christine Chouinard, Annie-Pier Gobeil-Lavoie, Alya Danish

“…Objective There is a gap of knowledge among healthcare providers on characteristics of self-management among patients with chronic diseases and complex healthcare needs. …”
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A Risk-Optimized Framework for Data-Driven IPO Underperformance Prediction in Complex Financial Systems by Mazin Alahmadi

“…These results demonstrate the framework’s capability to enable robust data-driven decision-making processes in complex and dynamic financial environments, even with limited and imbalanced datasets. …”
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KAN-Based Tool Wear Modeling with Adaptive Complexity and Symbolic Interpretability in CNC Turning Processes by Zhongyuan Che, Chong Peng, Jikun Wang, Rui Zhang, Chi Wang, Xinyu Sun

“…Thus, this work bridges the gap between empirical models and black-box machine learning in manufacturing applications. …”
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Evaluating urban network efficiency and safety impacts of connected and autonomous vehicles in complex city environments by Nick Sauciur, Amirarsalan Mehrara Molan, Soheil Sajjadi, Bernice Liu, Anurag Pande

“…This phenomenon may be attributed to the inherent complexities of urban networks, which present numerous interruptions, such as traffic signals and multimodal traffic accessing the network from several points. …”
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Application of diagnostic criteria in paediatric complex regional pain syndrome: a scoping review protocol by Julia Wager, Lorenzo Fabrizi, Rebecca Lee, Helen Koechlin, See Wan Tham, Lisa-Marie Rau, Navil Firoze Sethna, Elisabeth Mueller Nylander

“…Introduction There are no validated paediatric-specific diagnostic criteria for complex regional pain syndrome (CRPS). As a result, diagnostic tools developed for adults (eg, Budapest Criteria, Japanese Diagnostic Criteria, Veldman Criteria) are frequently applied in the paediatric population. …”
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The scope of emergency nursing viewed through the lens of complex adaptive systems: A discussion paper by Katarina E Göransson, Jonathan Drennan, Hanne Mainz, Nanna Fauerholdt Skov, Maria Amritzer, Lena M Berg, Karen V Andersen, Marianne Lisby

“…They perform tasks ranging from direct nursing care to managing patient flow, working in an environment characterised by interdependencies among numerous actors. The complex context in which emergency nurses operate has not been thoroughly described or discussed, indicating a knowledge gap. …”
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Item-level measurement properties of the pediatric awareness and sensory motor assessment in children with medical complexity by Brooke Mulrenin, Bryant A. Seamon, Carrie Cormack, Kimberly Lane Kascak, Cynthia Dodds

“…IntroductionChildren with medical complexity (CMC) are medically fragile with severe brain damage and chronic conditions, necessitating daily care. …”
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Subspecies distribution and drug-resistance characteristics of Mycobacterium abscessus complex clinical isolates in South China by Xinyu Wang, Biyi Su, Pinru Chen, Haobin Kuang, Ping Guan, Chao Zhang, Liping Pan, Jialou Zhu, Yaoju Tan

“…ABSTRACT Mycobacterium abscessus complex (MABC) is the most common rapidly growing non-tuberculous mycobacterium (NTM) and a significant pathogen responsible for various infections. …”
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The Impact of Minimally Invasive Surgical Modality and Task Complexity on Cognitive Workload: An fNIRS Study by Fuat Ücrak, Kurtulus Izzetoglu, Mert Deniz Polat, Ümit Gür, Turan Şahin, Serhat Ilgaz Yöner, Neslihan Gökmen İnan, Mehmet Emin Aksoy, Cengizhan Öztürk

“…Results: Laparoscopic surgery elicited higher activity changes in the prefrontal cortex, indicating increased cognitive demand compared with robotic surgery, particularly for complex tasks like knot tying. Task complexity significantly influenced mental load, with more intricate procedures eliciting greater neural activation. …”
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Instance maps as an organising concept for complex experimental workflows as demonstrated for (nano)material safety research by Benjamin Punz, Maja Brajnik, Joh Dokler, Jaleesia D. Amos, Litty Johnson, Katie Reilly, Anastasios G. Papadiamantis, Amaia Green Etxabe, Lee Walker, Diego S. T. Martinez, Steffi Friedrichs, Klaus M. Weltring, Nazende Günday-Türeli, Claus Svendsen, Christine Ogilvie Hendren, Mark R. Wiesner, Martin Himly, Iseult Lynch, Thomas E. Exner

“…Nanosafety assessment, which seeks to evaluate the risks from exposure to nanoscale materials, spans materials synthesis and characterisation, exposure science, toxicology, and computational approaches, resulting in complex experimental workflows and diverse data types. …”
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