Concepedia

Laurène Donati

LD

7

Publications

391

Citations

7

H-Index

2017

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Michigan State University

Centre d'Imagerie BioMedicale

Laurène Donati is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, biomedical imaging, and computer vision.

Top concepts

EngineeringData ScienceDeep LearningComputer VisionMachine LearningBiomedical ImagingImage AnalysisComputer ScienceMedical Image ComputingMedicine

Publications per year

2017–2022

7

Publications

7

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

Estibaliz Gómez‐de‐Mariscal, Carlos García-López-de-Haro, Wei Ouyang et al. · Nature Methods · 2021 · 222 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +9

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

Harshit Gupta, Michael T. McCann, Laurène Donati et al. · IEEE Transactions on Computational Imaging · 2021 · 70 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Compressed sensing for STEM tomography

Laurène Donati, Masih Nilchian, Sylvain Trépout et al. · Ultramicroscopy · 2017 · 30 citations · Full text

CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM <i>via</i> Deep Adversarial Learning

Harshit Gupta, Michael T. McCann, Laurène Donati et al. · 2020 · 24 citations · Full text

GlobalBioIm: A Unifying Computational Framework for Solving Inverse Problems

Michaël Unser, Emmanuel Soubies, Ferréol Soulez et al. · 2017 · 19 citations · Full text

Numerical Analysis, Unifying Computational Framework, Image Reconstruction +18

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