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期刊：Scientific Reports

客座编辑：Markus Graf, Dmitrii Kaplun & Haifeng Wang

Artificial Intelligence (AI), particularly deep learning, offers promise for descriptive, predictive and prescriptive profiling on medical images, complementary tomanual analysis. Benefiting from the increasing emergence of medical image datasets and expert annotations, as well as advances in computing power, AI-driven medical image analysis systems are booming in the fields of cardiovascular, oncology, respiratory, orthopedics, and ophthalmology fields, among others. However, the heterogeneity and complexity of medical images pose challenges to the development of robust or versatile AI tools, and the integration of AI tools into the clinical workflow remains an open question to the real world.

期刊：npj Natural Hazards

客座编辑：Saini Yang

This Collection aims to advance our understanding of the concept and mechanisms of systemic risk induced by natural hazards, the materials and methods for systemic risk assessment, as well as the integrated strategies and measures on tackling systemic risk.

期刊：npj Clean Air

客座编辑：Zhijun Wu

This Collection aims to explore the critical and multifaceted interactions between climate change and air quality. We welcome submissions of Original Research Articles as well as Reviews and Perspectives that explore the impacts of climate change on air quality, through field observations, laboratory experiments, remote sensing, and model simulations.

期刊：Scientific Reports

客座编辑：Dario Genovese, Paul Ward & Chen Zhu

This Collection invites original research on medical anthropology, with an emphasis on practices, strategies, and factors influencing health and disease.

期刊：Scientific Reports

客座编辑：Zhongyang Cheng, Sakar Mohan & Abhronil Sengupta

This Collection invites original research articles on ferroelectric materials, spanning from their growth and characterisation to their use in exciting applications in engineering, biomedical, physical, and chemical sciences.

期刊：Communications Earth & Environment

客座编辑：Min-Hui Lo

Filaments of moisture in the atmosphere that transport large amounts of water vapour over long distances have been termed atmospheric rivers, and are often associated with extreme precipitation and flooding. There is much to be learned about the dynamics of atmospheric rivers, their response to climate warming and their impacts on ocean, atmosphere and land surface.

期刊：Scientific Data

客座编辑：Mingxi Du, Dabo Guan & Shushi Peng

Pollution and emissions data are critical for advancing environmental health research and guiding policy for sustainable practices. This Collection highlights a series of articles detailing curated datasets focused on air pollution emissions, such as greenhouse gas emissions, air toxins, and various pollutants. Datasets are presented without hypotheses or conclusions, and analyses should focus on validating the dataset to ensure reliability and quality for reuse in the community.

期刊：Communications Engineering

客座编辑：Malika Meghjani & Zhuo Zhang

Uncrewed underwater vehicles are complex systems designed to operate in underwater and subsea environments. They can navigate and predict the underwater environment and reach underwater environments that are too extreme or harsh for humans to safely reach. These vehicles play a crucial role in ensuring the safe completion and operation of underwater constructions, and their adherence to environmental considerations.

期刊：npj Biosensing

客座编辑：Mohamed Elgendi & Jessilyn Dunn

This Collection will highlight the transformative role of AI and machine learning in advancing biomedical sensing, focusing on the growing importance of wearables, smart textiles, and both contact and contactless health monitoring technologies.

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