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Biophysical modeling with variational autoencoders for bimodal, single-cell RNA sequencing data

La Manno, G. et al. RNA velocity of single cells. Nature 560, 494–498 (2018).Article  PubMed  PubMed Central  ...

Annotation-efficient deep learning for breast cancer whole-slide image classification using tumour infiltrating lymphocytes and slide-level labels

ANSACWSI compression using a pre-trained feature extractorTo efficiently process the large-scale WSI with its corresponding slide-level label effectively while minimizing the need for computational...

Accelerating photoacoustic microscopy by reconstructing undersampled images using diffusion models

In this section, the development of the DiffPam algorithm is outlined, detailing the transition from theory to practice. An overview of DDPM and its...

Reconstruction of excitation waves from mechanical deformation using physics-informed neural networks

Generation of synthetic dataForward modelThe synthetic data set used in this work was generated by modeling electrical activation waves which propagate through a 2D...

Extraction optimization and reactivity of 7α-acetoxy-6β-hydroxyroyleanone and ability of its derivatives to modulate PKC isoforms

Plant materialThe plant material, P. grandidentatus Gürke was cultivated in Parque Botânico da Tapada da Ajuda (Instituto Superior Agrário, Lisbon, Portugal) from cuttings obtained from the...

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