Airway management has evolved from a practice centred on devices and technical skills toward a multidimensional model integrating physiology, human factors and patient safety. The generation of algorithms issued by different scientific societies has provided structure and reduced practice variability, but it has also produced conceptual fragmentation: each guideline uses its own terminology, sequences and emphases, making it difficult to distinguish what is genuinely universal from what reflects the particular specialty, country or clinical setting in which it was developed. The purpose of this project is to identify, through a critical and comparative narrative review, the universal principles that underpin modern airway management in adult patients. To this end, it contrasts current international guidelines (ASA, DAS, PUMA, Canadian Airway Focus Group, Safe Airway Society and guidelines for the critically ill), multicentre registries and national audits (NAP4, NAP7, NEAR), and the literature on peri-intubation physiology and human factors. The search was conducted in PubMed/MEDLINE, Scopus and Web of Science/Embase through August 2026, complemented by hand-searching of reference lists and direct consultation of the official websites of the leading scientific societies. The work deliberately refrains from proposing algorithms, sequences or operational models of its own. The expected outcome is to demonstrate that, beyond their algorithmic differences, the international evidence converges on a small set of principles that transcend devices and techniques: oxygenation, haemodynamic stability, prevention of pulmonary aspiration, avoiding improvisation, calling for help, and first-pass success. This framework is expected to provide a shared language across anaesthesiology, emergency medicine and critical care, to simplify teaching and simulation-based training, and to serve as the conceptual foundation on which future research may develop and formally validate cognitive models that operationalise these principles in clinical practice.
Supporting data, adapters, predictions and code for the article *Low-Cost LoRA Fine-Tuning of Small Language Models for Multi-Step Arithmetic Reasoning* by Jake O'Grady, Asena Isik Gürhan, Chee Fong Ting and Effirul Ramlan (University of Galway). We generated 20,000 GSM8K-derived arithmetic problems with step-by-step s...
O'Grady, Jake, Gürhan, Asena Isik, Chee, Fong Ting et al.· Zenodo (CERN European Organi...· 465 citations
The results are packaged in the Greenfield Startup Model (GSM), which explains the priority of startups to release the product as quickly as possible, and the need to shorten time-to-market, by speeding up the development through low-precision engineering activities.
Carmine Giardino, Nicolò Paternoster, M. Unterkalmsteiner et al.· IEEE Transactions on Softwar...· 178 citations· ⚡14
Software startup companies develop innovative, software-intensive products within limited timeframes and with few resources, searching for sustainable and scalable business models.
M. Unterkalmsteiner, P. Abrahamsson, Xiaofeng Wang et al.· e-Informatica Software Engin...· 157 citations· ⚡17
This study conducts a case survey study based on the secondary data of the major pivots happened in 49 software startups, and demonstrates that customer need pivot is the most common among all pivot types.
Sohaib Shahid Bajwa, Xiaofeng Wang, Anh Nguyen-Duc et al.· Empirical Software Engineeri...· 127 citations· ⚡15
The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.
Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al.· Journal of Systems and Softw...· 111 citations· ⚡8
Objective There is dearth of information on the timeliness of antenatal care (ANC) uptake. This study aimed to determine the timely ANC uptake by a medically trained provider (MTP) as per the World Health Organization (WHO) recommendations and the country guideline. Methods Cross-sectional survey was done with 2,731 wo...
B. Sarker, Musfikur Rahman, T. Rahman et al.· PLoS ONE· 89 citations· ⚡7