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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

Information Dissemination Model Based on Social Networks Characteristics by Jianwei Ding, Zehan Li, Xia Wu, Rong Liu, Hangyu Hu

“…Early research primarily focused on the dynamics of information dissemination in complex networks, aiming to develop general predictive models to understand the overall mechanisms of information spread. …”
Get full text

Analysis of the forces acting from the side of the magneto-abrasive tool on parts being machined during magneto-abrasive machining in conditions of the annular bath with large work... by Victor Maiboroda, Dmytro Dzhulii, Kostiantyn Zastavskyi

“…To achieve the set goal, the forces acting on the samples during their magneto-abrasive machining were measured with subsequent analytical analysis. Results. The complex analysis of the processes occurring during MAM in conditions of the annular working zone with large working gaps of parts made of various materials was carried out based on the results of the study of the friction and drag forces that occur when the part moves relative to the magneto-abrasive tool. …”
Get full text

Critical evaluation of pathogenic factors of primary biliary cirrhosis by A. F. Sheptulina, M. V. Mayevskaya, V. T. Ivashkin

Get full text

Complex regional pain syndrome after distal radius fracture: A survey of current practices. by Alice Wei Ting Wang, Kelly A Lefaivre, Jeffrey Potter, Aresh Sepehri, Pierre Guy, Henry Broekhuyse, Darren M Roffey, David J Stockton

“…<h4>Introduction</h4>Complex regional pain syndrome (CRPS) is a common complication following distal radius fractures that is difficult to diagnose and can lead to permanent disability. …”
Get full text

The Complexities of Navigating the Healthcare System as an Autistic Individual with Ehlers-Danlos Syndrome: A Patient Perspective by Sarah Clark

Get full text

Exploring the dynamics and complexities of a misaligned TVET-Industry Partnership: A case of South Africa by Dorothy Nthako, Steph Khumalo Shuti

Get full text

High Tunnels as a Unique Theatre for Investigating the Complex Causes of Yellow Shoulder Disorder in Tomatoes by Sapana Pandey, Christopher J. Matocha, Hanna Poffenbarger, Krista Jacobsen

“…The severity of YSD symptoms, ranging from minor to significant discoloration, highlights the complexity of this disorder. This review highlights research gaps on the effects of temperature, relative humidity, nutrient imbalance, soil water management, clay minerals, and how their interactions influence YSD in HT microclimates, emphasizing the need for comprehensive studies to understand the complex relationships between soil health, nutrient management, and tomato quality in HT microclimates and the need for further research to sustain high-quality tomato production in HTs.…”
Get full text

Impact of Business Interoperability on the Performance of Complex Cooperative Supply Chain Networks: A Case Study by Izunildo Cabral, Antonio Grilo

“…The model is based on insights from the Industrial Marketing and Purchasing network approach and the complex systems theory perspective. To demonstrate its applicability, an explanatory case study regarding a Portuguese reverse logistics cooperative supply chain network is presented. …”
Get full text

Use of load angle of synchronous generators to eliminate power exchange oscillations in autonomous electrical complexes by A. E. Savenko, P. S. Kerch

“…Consider the most pressing and important problems of parallel operation of generator sets as part of autonomous electrical complexes of modern sea vessels, such as the transition of diesel generator sets to reverse power mode and the existence of power exchange oscillations during parallel operation. …”
Get full text