[HTML][HTML] Artificial intelligence in healthcare: transforming the practice of medicine

J Bajwa, U Munir, A Nori, B Williams - Future healthcare journal, 2021 - Elsevier
Artificial intelligence (AI) is a powerful and disruptive area of computer science, with the
potential to fundamentally transform the practice of medicine and the delivery of healthcare …

[HTML][HTML] A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and …

M Rahimzadeh, A Attar - Informatics in medicine unlocked, 2020 - Elsevier
In this paper, we have trained several deep convolutional networks with introduced training
techniques for classifying X-ray images into three classes: normal, pneumonia, and COVID …

Towards the fully automated monitoring of ecological communities

M Besson, J Alison, K Bjerge, TE Gorochowski… - Ecology …, 2022 - Wiley Online Library
High‐resolution monitoring is fundamental to understand ecosystems dynamics in an era of
global change and biodiversity declines. While real‐time and automated monitoring of …

Weighted boxes fusion: Ensembling boxes from different object detection models

R Solovyev, W Wang, T Gabruseva - Image and Vision Computing, 2021 - Elsevier
Object detection is a crucial task in computer vision systems with a wide range of
applications in autonomous driving, medical imaging, retail, security, face recognition …

Unsupervised neural network models of the ventral visual stream

C Zhuang, S Yan, A Nayebi… - Proceedings of the …, 2021 - National Acad Sciences
Deep neural networks currently provide the best quantitative models of the response
patterns of neurons throughout the primate ventral visual stream. However, such networks …

Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images

E Luz, P Silva, R Silva, L Silva, J Guimarães… - Research on Biomedical …, 2021 - Springer
Purpose Confronting the pandemic of COVID-19 is nowadays one of the most prominent
challenges of the human species. A key factor in slowing down the virus propagation is the …