A. B. Atkinson
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View article: Can a Generative Artificial Intelligence Model Be Used to Create Mass Casualty Incident Simulation Scenarios? A Feasibility Study
Can a Generative Artificial Intelligence Model Be Used to Create Mass Casualty Incident Simulation Scenarios? A Feasibility Study Open
Introduction: Mass casualty incident (MCI) simulation scenarios are developed based on detailed review and planning by multidisciplinary trauma teams. This study aimed to assess the feasibility of using generative artificial intelligence (…
View article: Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation Open
Recent advances in language modeling have demonstrated the effectiveness of State Space Models (SSMs) for efficient sequence modeling. While hybrid architectures such as Samba and the decoder-decoder architecture, YOCO, have shown promisin…
View article: Reimagining general surgery resident selection: Collaborative innovation through design thinking
Reimagining general surgery resident selection: Collaborative innovation through design thinking Open
In this paper, we demonstrate the results of a resident-led design thinking brainstorm on improving resident selection in which our team identified twelve pain points in resident selection, ideated 57 solutions, and developed five prototyp…
View article: A Different Perspective on the Evolution of UK Income Inequality
A Different Perspective on the Evolution of UK Income Inequality Open
This paper scrutinizes the conventional wisdom about trends in UK income inequality and also places contemporary inequality in a much longer historical perspective. We combine household survey and income tax data to provide better coverage…
View article: A Different Perspective on the Evolution of UK Income Inequality
A Different Perspective on the Evolution of UK Income Inequality Open
This paper scrutinizes the conventional wisdom about trends in UK income inequality and also places contemporary inequality in a much longer historical perspective. We combine household survey and income tax data to provide better coverage…
View article: World Top Incomes Database
World Top Incomes Database Open
The World Top Incomes Database provides statistical information on the shares of top income groups for 30 countries. The construction of this database was possible thanks to the research of over thirty contributing authors. There has been …
View article: Top incomes in East Africa before and after independence
Top incomes in East Africa before and after independence Open
Top incomes in East Africa before and after independence 1A B Atkinson, Nuffield College, Oxford and INET at the