Deep learning for bioimage analysis in developmental biology

A Hallou, HG Yevick, B Dumitrascu… - Development, 2021 - journals.biologists.com
Deep learning has transformed the way large and complex image datasets can be
processed, resha** what is possible in bioimage analysis. As the complexity and size of …

Machine learning for cross-scale microscopy of viruses

A Petkidis, V Andriasyan, UF Greber - Cell Reports Methods, 2023 - cell.com
Despite advances in virological sciences and antiviral research, viruses continue to emerge,
circulate, and threaten public health. We still lack a comprehensive understanding of how …

Astrocyte-secreted neurocan controls inhibitory synapse formation and function

D Irala, S Wang, K Sakers, L Nagendren, FPU Severino… - Neuron, 2024 - cell.com
Astrocytes strongly promote the formation and maturation of synapses by secreted proteins.
Several astrocyte-secreted synaptogenic proteins controlling excitatory synapse …

Self-supervised learning enables 3D digital subtraction angiography reconstruction from ultra-sparse 2D projection views: a multicenter study

H Zhao, Z Zhou, F Wu, D ** embryonic development and disease
T Naert, Ö Çiçek, P Ogar, M Bürgi, NI Shaidani… - …, 2021 - journals.biologists.com
Genome editing simplifies the generation of new animal models for congenital disorders.
However, the detailed and unbiased phenotypic assessment of altered embryonic …

Large-scale pretrained frame generative model enables real-time low-dose DSA imaging: An AI system development and multi-center validation study

H Zhao, Z Xu, L Chen, L Wu, Z Cui, J Ma, T Sun, Y Lei… - Med, 2025 - cell.com
Background Digital subtraction angiography (DSA) devices are commonly used in
numerous interventional procedures across various parts of the body, necessitating multiple …

Surveillance of pine wilt disease by high resolution satellite

H Zhou, X Yuan, H Zhou, H Shen, L Ma, L Sun… - Journal of Forestry …, 2022 - Springer
Pine wilt disease caused by the pinewood nematode Bursaphelenchus xylophilus has led to
the death of a large number of pine trees in China. This destructive disease has the …

[HTML][HTML] Improving precipitation nowcasting for high-intensity events using deep generative models with balanced loss and temperature data: A case study in the …

CC van Nooten, K Schreurs… - … Intelligence for the …, 2023 - journals.ametsoc.org
Precipitation nowcasting is essential for weather-dependent decision-making, but it remains
a challenging problem despite active research. The combination of radar data and deep …