Author

L. Donati

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biochemistry· 1 Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:cryo-EM· 1 Assay:imaging· 1 Research Focus:protein structure prediction· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

M. Unser· 2 shared A. Munoz-Barrutia· 1 shared C. Garcia-Lopez-de-Haro· 1 shared D. Sage· 1 shared E. Gomez-de-Mariscal· 1 shared E. Lundberg· 1 shared H. Gupta· 1 shared M. T. McCann· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 24 mutual co-author links

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2 shared papersBioengineering

M. Unser

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Author profile →

2 papers

Recent·Most cited

DeepImageJ: A user-friendly environment to run deep learning models in ImageJ

E. Gomez-de-Mariscal, C. Garcia-Lopez-de-Haro, W. Ouyang, L. Donati, E. Lundberg, M. Unser, A. Munoz-Barrutia, D. Sage

DeepImageJ provides a user-friendly environment for using pre-trained deep learning models in ImageJ for biomedical image analysis tasks.

bioRxiv · May 6, 2021Bioengineering

CryoGAN: A New Reconstruction Paradigm for Single-particle Cryo-EM Via Deep Adversarial Learning

H. Gupta, M. T. McCann, L. Donati, M. Unser

CryoGAN uses deep adversarial learning to reconstruct 3D structures from single-particle cryo-EM data without requiring prior knowledge of particle poses or initial volume estimates.

bioRxiv · Mar 20, 2020Biochemistry