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Simulation and modeling

Investigating ethical tradeoffs in crisis standards of care through simulation of ventilator allocation protocols

Jonathan Herington, Jessica Shand, [ ... ], Martin Zand

STransU2Net: Transformer based hybrid model for building segmentation in detailed satellite imagery

Guangjie Liu, Kuo Diao, [ ... ], Meng Li

Impact of an eddy dipole of the Mozambique channel on mesopelagic organisms, highlighted by multifrequency backscatter classification

Pavanee Annasawmy, Gildas Roudaut, Anne Lebourges Dhaussy

An intrusion detection model to detect zero-day attacks in unseen data using machine learning

Zhen Dai, Lip Yee Por, [ ... ], Paweł Pławiak

Improved lightweight YOLOv5 based on ShuffleNet and its application on traffic signs detection

Liwei Liu, Lei Wang, Zhuang Ma

Vulnerability extraction and prediction method based on improved information gain algorithm

Peng Yang, Xiaofeng Wang

Comparison and development of cross-study normalization methods for inter-species transcriptional analysis

Sofya Feldman, Hadas Ner-Gaon, Eran Treister, Tal Shay

Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study

Annarita Fanizzi, Federico Fadda, [ ... ], Raffaella Massafra

Stable biomarker discovery in multi-omics data via canonical correlation analysis

Taneli Pusa, Juho Rousu

A machine learning model for early candidemia prediction in the intensive care unit: Clinical application

Qiang Meng, Bowang Chen, [ ... ], Feng Qu

Optimization of whole slide imaging scan settings for computer vision using human lung cancer tissue

Melvin Geubbelmans, Jari Claes, [ ... ], Christel Faes

A novel user clustering and efficient resource allocation in non-orthogonal mutliple access for IoT networks

Syed Muhammad Hamedoon, Jawwad Nasar Chattha, Muhammad Bilal

Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens

Brian D. Williamson, Liana Wu, [ ... ], Peter B. Gilbert

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